Skip to content
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

click to expand

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.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "Indians have been in Canada …" 1,297 comments · Page 43 of 52
New immigrants are not like the old immigrants. I am native, roots go back hundreds of years before Canada became Canada. My whole family worked in the orchards with Indian families that came here a …
New immigrants are not like the old immigrants. I am native, roots go back hundreds of years before Canada became Canada. My whole family worked in the orchards with Indian families that came here a long time ago, they adapted and changed and loved being in Canada, and these families had respect and worked hard and got along with everyone peacefully. New immigrants, they are here working for half the price for large companies getting kick backs. Why be here if you are trying to change everything?! Adapt like everyone else before you did. And those people have lived here for a long time and even say the same thing! We are losing our grip here people!
Identity Attack0.1232452
Insult0.071750276
Profanity0.027000591
Threat0.009178371
Severe Toxicity0.0050354004
Low Tox 0.17805049 Constructive 0.775
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
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...
Someone saying “it’s like home” completely fulfills the argument to remove these people. 1)clearly hasn’t assimilated, or doesn’t want to. 2) enough have conglomerated to make it so new Indians don’t have to assimilate at …
Someone saying “it’s like home” completely fulfills the argument to remove these people. 1)clearly hasn’t assimilated, or doesn’t want to. 2) enough have conglomerated to make it so new Indians don’t have to assimilate at all. 3) he refers to India as “home” implying he does not see Canada as home. It’s bigger than them just being nuisances. This is real, literal ethnic replacement in real time. Canada was 96% European in 1970 btw. NEVER forget that.
Identity Attack0.15303208
Insult0.06669625
Profanity0.016821137
Threat0.008919456
Severe Toxicity0.0051879883
Low Tox 0.17631748 Constructive 0.6 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
I am an Indian n Canada should do something about these immigrants
I am an Indian n Canada should do something about these immigrants
Identity Attack0.18391247
Insult0.035774168
Profanity0.02522431
Threat0.012751401
Severe Toxicity0.0049209595
Low Tox 0.17631748 Moderate Con 0.466 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
I like how you found one of the older indian immigrants and he said pretty much exactly what they said to me when i talked to one. "Used to come to canada to be canadian, …
I like how you found one of the older indian immigrants and he said pretty much exactly what they said to me when i talked to one. "Used to come to canada to be canadian, now they come and try to force there culture make canada there new india"
Identity Attack0.23239216
Insult0.04852104
Profanity0.018255826
Threat0.0077025536
Severe Toxicity0.004425049
Low Tox 0.17631748 Constructive 0.696 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
lol im a indian born n raised in canada, used to live in Brampton but moved since it was literally india 2.0 .. my entire family are born in canada except for my mom who …
lol im a indian born n raised in canada, used to live in Brampton but moved since it was literally india 2.0 .. my entire family are born in canada except for my mom who came in her 20’s, and obv my grandparents. brampton is genuinely just india, not canada. i don’t get y brampton js attracts every single travelling desi. my grandparents came to canada for a modern, safer world to raise and wtv, so whats the point lmao. 🫩✌️
Identity Attack0.11280017
Insult0.061101943
Profanity0.06796519
Threat0.006641001
Severe Toxicity0.0062179565
Low Tox 0.17458448 Constructive 0.597 Personal_Narrative
Feb 6, 2026 Inside Canada's Indian Metropolis (Brampton)
Not just Brampton all over Canada u go to Yukon full of Indians Calgary northwest, the whole country is full of Indians at least 10 million Indians in canada
Not just Brampton all over Canada u go to Yukon full of Indians Calgary northwest, the whole country is full of Indians at least 10 million Indians in canada
Identity Attack0.2308735
Insult0.03566399
Profanity0.017914234
Threat0.0072106146
Severe Toxicity0.004234314
Low Tox 0.17458448 Moderate Con 0.397
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
I thought Canada was multicultural and now we have 11 million of indians all at one? Someone has to explain???
I thought Canada was multicultural and now we have 11 million of indians all at one? Someone has to explain???
Identity Attack0.22261032
Insult0.035553806
Profanity0.016616182
Threat0.0065180166
Severe Toxicity0.0038528442
Low Tox 0.17458448 Moderate Con 0.39
Sep 29, 2025 IRCC Names India in Study …
Just so you know, lots of indians, punjabis come to canada because its cheap ans easy too get too from the punjab region.
Just so you know, lots of indians, punjabis come to canada because its cheap ans easy too get too from the punjab region.
Identity Attack0.22261032
Insult0.053791173
Profanity0.020988565
Threat0.0068287146
Severe Toxicity0.004081726
Low Tox 0.17371799 Moderate Con 0.44 Economic_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
Brampton and surrey are hubs for punjabis and Indians. The rest of Canada has smaller populations though they stick out more with their identity and choice of jobs that usually are in your face.
Brampton and surrey are hubs for punjabis and Indians. The rest of Canada has smaller populations though they stick out more with their identity and choice of jobs that usually are in your face.
Identity Attack0.13805299
Insult0.06774519
Profanity0.014088398
Threat0.006815769
Severe Toxicity0.0035476685
Low Tox 0.17198499 Moderate Con 0.465 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Most effective form of Positive Communications with Indian People In Canada. from this day forward, if in your daily travels and tasks, at any time you run into an Indian in Canada; EXTREMELY POLITELY and …
Most effective form of Positive Communications with Indian People In Canada. from this day forward, if in your daily travels and tasks, at any time you run into an Indian in Canada; EXTREMELY POLITELY and with calmness, quietly, with ZERO Levels of loudness or aggression. Friendly introduce yourself, smile, and ask them a very simple question: "Excuse me, I believe that you are from India" If the answer is Yes then ask this POLITELY: "Why are you here in Canada?" If they answer "Work", then a third question is possible. "Many Indians say that they do not like Canada, weather, religion, food, etc "a recent poll said that less than ONE PERCENT of Single Indian women will ever date a non-Indian Canadian citizen". I am curious who gave you the instructions to never date White Canadian Men? And I am extremely curious about the wave of Single Indian Ladies moving to a country filled with a population of men that you find unattractive and uninteresting to know. "Why would an attractive single Indian Lady that dislikes White Skinned Men, relocate to a Country where the a majority of men are White Shinned ? " Can you tell us the Truth please. We are very interested in learning. THANK YOU
Identity Attack0.18546575
Insult0.0573046
Profanity0.027820412
Threat0.009178371
Severe Toxicity0.0064086914
Low Tox 0.17198499 Constructive 0.754 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
Any Indian establishment in Canada u will not find a single different ethnic, race, people except only Indian people. But Canadian owned businesses u will find every race, religion, ethnicity, people working
Any Indian establishment in Canada u will not find a single different ethnic, race, people except only Indian people. But Canadian owned businesses u will find every race, religion, ethnicity, people working
Identity Attack0.22935481
Insult0.030044744
Profanity0.014293353
Threat0.0069516995
Severe Toxicity0.0035858154
Low Tox 0.17111848 Moderate Con 0.357 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
Indian crowd in India is 10x better than Indian crowd in Canada.
Indian crowd in India is 10x better than Indian crowd in Canada.
Identity Attack0.19100772
Insult0.034782536
Profanity0.020442016
Threat0.0068999166
Severe Toxicity0.004501343
Low Tox 0.1693855 Low Con 0.248
Sep 19, 2025 57 likes Inside Canada's Indian Metropolis (Brampton)
Way too many Indian MFs in Canada seem on our recent trips to Vancouver and Nova Scotia recently.
Way too many Indian MFs in Canada seem on our recent trips to Vancouver and Nova Scotia recently.
Identity Attack0.19890837
Insult0.05262003
Profanity0.033144772
Threat0.007314181
Severe Toxicity0.004558563
Low Tox 0.1693855 Moderate Con 0.423 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
How they entered Canada? That time you didn’t check? And also you Canada deliberately accepted all type of students, allowed so called colleges to start just to accomodate these students and took huge money from …
How they entered Canada? That time you didn’t check? And also you Canada deliberately accepted all type of students, allowed so called colleges to start just to accomodate these students and took huge money from them as visa , tuition fees and tsx and now you want them to be out bcos you got what you want. I am talking about students who are there legally. Why blaming Indians as a whole? If some are staying there illegaly take action.Legal students or workers are there bcos your country allowed and remember Canda is not giving them anything for free instead Canada got an economic boost .
Identity Attack0.11396073
Insult0.06407392
Profanity0.023243073
Threat0.0078449575
Severe Toxicity0.0044059753
Low Tox 0.16851899 Constructive 0.675 Policy_Critique
Oct 1, 2025 IRCC Names India in Study …
BTW indian government warned canadian government about illigal migration and extremist in canada to extradite to india
BTW indian government warned canadian government about illigal migration and extremist in canada to extradite to india
Identity Attack0.18468912
Insult0.03885912
Profanity0.01535229
Threat0.008919456
Severe Toxicity0.00333786
Low Tox 0.16851899 Low Con 0.248 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
The only immigration growth Canada is seeing is Indian. That is not MULTI culture
The only immigration growth Canada is seeing is Indian. That is not MULTI culture
Identity Attack0.22631748
Insult0.031807642
Profanity0.013849284
Threat0.0060778605
Severe Toxicity0.0036811829
Low Tox 0.16851899 Low Con 0.144 Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada never knew Casteism now they know after getting all types of Indian society
Canada never knew Casteism now they know after getting all types of Indian society
Identity Attack0.18903255
Insult0.04852104
Profanity0.020510335
Threat0.0071199946
Severe Toxicity0.0041389465
Low Tox 0.16851899 Low Con 0.194
Sep 19, 2025 19 likes Inside Canada's Indian Metropolis (Brampton)
10:50 false. Businesses don't receive money back for hiring migrants. Be selective with the information shared. Some businesses with labor shortages are helped with the settlement program with administrative support. Racism is to blame a …
10:50 false. Businesses don't receive money back for hiring migrants. Be selective with the information shared. Some businesses with labor shortages are helped with the settlement program with administrative support. Racism is to blame a particular group of people, Indian is a big group in Canada and around the world, but not the only one. Chinese, Philippines, Latino, Ukrainian, and East European are the majority in Canada. Look in statistics Canada. Hiring specific migrants instead of Canadians is a company decision is pure capitalism. House crisis is a global issue, capitalism (investment vs basic human rights). Inflation is an economic issue. The most wanted criminals in all of Canada, are Canadians. Look into the police web pages, go yourself and see the pictures and names. Blame migrants is a global tactic used 100 years ago by different politics to get elected with the promise of a solution. Migration exists with humanity, economic crises are modern issues. With the wrong diagnosis we get the wrong solutions. Wake up Canada, that is the reason that US is your father.
Identity Attack0.11512129
Insult0.06250052
Profanity0.015113175
Threat0.00713294
Severe Toxicity0.003452301
Low Tox 0.16765249 Constructive 0.753
Aug 26, 2025 Why Canadians Are Turning Against …
Are there any East Indians left in India? Or they all come to Canada?
Are there any East Indians left in India? Or they all come to Canada?
Identity Attack0.21075934
Insult0.035443626
Profanity0.019690514
Threat0.007793174
Severe Toxicity0.004863739
Low Tox 0.16765249 Low Con 0.224
Sep 11, 2025 Why Canadians Are Turning Against …
Every Indian who lives overseas believes India is a super power and Canada is a developing country.
Every Indian who lives overseas believes India is a super power and Canada is a developing country.
Identity Attack0.20483385
Insult0.03768798
Profanity0.019895468
Threat0.0062914654
Severe Toxicity0.004196167
Low Tox 0.16591948 Moderate Con 0.355 Comparative_Framing
Jan 29, 2026 10 likes Inside Canada's Indian Invasion...
I wonder if they discussed how when Indian students who unalive themselves in Canada, the deaths are not treated as such. There are many families who have the remains of their kids (usually young males) …
I wonder if they discussed how when Indian students who unalive themselves in Canada, the deaths are not treated as such. There are many families who have the remains of their kids (usually young males) repatriated and the death is left unclear. The gov’t of Canada has been obfuscating many such deaths. Was it the Canadian govt fully at fault for the deaths? Not quite… these students are often met with predatory individuals who take advantage of their vulnerable situations: such as predatory landlords who have sometimes 15 or more students renting one house, or unjust working conditions because the employer knows that the immigrants citizenship hopes are tied to the job, etc etc. Ultimately, it’s the Canadian government turning a blind eye to these realities and trying to make the deaths appear due to things other than unalive attempts. This shouldn’t be surprising considering the way the Canadian government has been pushing dystopian legislation around their medically assisted dying program (MAiD). Canada’s medically assisted dying program has the least guardrails of any program of that type in other countries. Not just this, but the legislation for MAiD comes at a time when Canada’s healthcare and mental healthcare systems are collapsing. Trudeau said he would address this with one his re-election promises in 2021: he promised 5 billion for mental health programs. I’ve worked in the field for almost 20 years with youth and that money never arrived, nor has any serious attempt to fund programs occurred since the brutal Canadian pandemic policies massively exacerbated the youth mental health crisis. Perhaps one day someone will be able to trace how the 5 Billion promised was send off in provincial transfers that did not benefit any programs and likely only helped pay for all the upper management, because Canada’s healthcare, education and mental health care systems are absurdly top-heavy. Canada becomes moral dystopian by the day, with regular folks (working class, blue collar, low-income) bearing the burden. Everyday more people join the rank of the oppressed regular people while a few who work in the government or favored industries are overpaid and the stats around all of this corruption are further obfuscated and buried. And as all this occurs, you see bureaucrats like the on in this video smug in their knowledge that most Canadians will never learn how dark the truth is.
Identity Attack0.10221587
Insult0.06722072
Profanity0.018734055
Threat0.024235269
Severe Toxicity0.004386902
Low Tox 0.165053 Constructive 0.679
Sep 30, 2025 1 likes IRCC Names India in Study …
If 2% of Indians emigrated to Canada they would make up half the population.
If 2% of Indians emigrated to Canada they would make up half the population.
Identity Attack0.19495805
Insult0.029493837
Profanity0.019963788
Threat0.007935578
Severe Toxicity0.004119873
Low Tox 0.165053 Low Con 0.168
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
I live in Brampton, i am all for diversity but where is the diversity if everyone is Indian. I am French originally and i am in a minority of one! Let's be clear, the massive …
I live in Brampton, i am all for diversity but where is the diversity if everyone is Indian. I am French originally and i am in a minority of one! Let's be clear, the massive Indian increase in the population is due to Trudeau's immigration policy, the indians did not jump over the border as some of the comments suggest, they mostly came here legally, and this was done without broad agreement of the Canadian population as a whole. Canadian population went from being 30 million inhabitants to 40 millions in just over a decade, a massive population increase in a short time due mostly to Indian immigration with huge impact on housing , cost of housing, infrastructure, jobs, taxes, etc... The liberals have a lot to answer for the disaster which Canada has become in the last 10 years and yes they got rid off Trudeau, but they are still in power, stiffling the potential economic growth of Canada which should be a rich country instead of being a country where many people live from pay cheques to pay cheques.
Identity Attack0.17226285
Insult0.053791173
Profanity0.01982715
Threat0.0072365063
Severe Toxicity0.0044059753
Low Tox 0.165053 Constructive 0.801
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
they are sikh canadian not indian. haryanvis and hindus live in canada and support india
they are sikh canadian not indian. haryanvis and hindus live in canada and support india
Identity Attack0.23239216
Insult0.04149419
Profanity0.021535112
Threat0.006686311
Severe Toxicity0.0041770935
Low Tox 0.165053 Low Con 0.299 Identity_Assertion
Sep 19, 2025 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.