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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: "Canada. The India of the …" 853 comments · Page 25 of 35
Indians couldn't make India, the Akhand Bharat so they decided to conquer Canada instead and make it Akhand Bharat. I flew out of Pearson Airport in 1997 and every other person was Indian and now …
Indians couldn't make India, the Akhand Bharat so they decided to conquer Canada instead and make it Akhand Bharat. I flew out of Pearson Airport in 1997 and every other person was Indian and now almost the entire population of the Toronto seems to be Indian.
Identity Attack0.27682206
Insult0.04032305
Profanity0.016479544
Threat0.007327127
Severe Toxicity0.004711151
Low Tox 0.18649188 Constructive 0.533 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Just a note on the Khalistanis in Canada. After the Khalistani insurgency in India in the 80s, many Khalistani terrorists moved to Canada after they assassinated the Indian Prime Minister Indira Gandhi. The Canadian government …
Just a note on the Khalistanis in Canada. After the Khalistani insurgency in India in the 80s, many Khalistani terrorists moved to Canada after they assassinated the Indian Prime Minister Indira Gandhi. The Canadian government has been keeping the movement alive in order to mobilize their community for votes. This has caused many diplomatic fallouts with India lately since terrorists from Canada have been causing a resurgence in the movement in India and no one in India wants to deal with this. So essentially, you can't put the Indians and Khalistanis in the same bucket for this video.
Identity Attack0.13591312
Insult0.076819435
Profanity0.017026093
Threat0.046541955
Severe Toxicity0.0061798096
Low Tox 0.18554166 Constructive 0.717 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
The Canadian government is part of the British empire. Same with India and Pakistan. The British are flooding Canada with immigrants from India and Punjabi to invade America. The British are trying to take back …
The Canadian government is part of the British empire. Same with India and Pakistan. The British are flooding Canada with immigrants from India and Punjabi to invade America. The British are trying to take back America. Look up all the British colonies and controlled land. All the countries at war and all the illegal immigrants come from British colonies.
Identity Attack0.18705739
Insult0.056719027
Profanity0.013371054
Threat0.008582866
Severe Toxicity0.0038909912
Low Tox 0.18269104 Moderate Con 0.36
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
"You can take a man out of the village, but you cannot get the village out of a man". Immigration, in particular of India, as alluded in this video, is not a/the problem per se. …
"You can take a man out of the village, but you cannot get the village out of a man". Immigration, in particular of India, as alluded in this video, is not a/the problem per se. After all, more than 50% of Canada is immigrants, if you don't want to consider French and English colonizers immigrants, too. The real problem is when Indian immigrants, and truly any immigrants, DO NOT WANT TO ASSIMILATE and/or do not any effort in doing it.
Identity Attack0.23618884
Insult0.038566336
Profanity0.013302735
Threat0.007340072
Severe Toxicity0.004196167
Low Tox 0.18269104 Constructive 0.662 Policy_Critique
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
It seems like Canadians are living in India, rather than Indians living in Canada
It seems like Canadians are living in India, rather than Indians living in Canada
Identity Attack0.22631748
Insult0.042665333
Profanity0.01941724
Threat0.0062914654
Severe Toxicity0.0044059753
Low Tox 0.17891699 Low Con 0.23 Identity_Assertion
Jan 11, 2026 122 likes Inside Canada's Indian Metropolis (Brampton)
Why do they laugh at Canada and yet don’t want to live in India?
Why do they laugh at Canada and yet don’t want to live in India?
Identity Attack0.18546575
Insult0.045593183
Profanity0.017231047
Threat0.006757513
Severe Toxicity0.0041770935
Low Tox 0.17805049 Low Con 0.266 Comparative_Framing
Jan 29, 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 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...
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...
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)
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)
"I don´t see any difference between India and Canada" LOL
"I don´t see any difference between India and Canada" LOL
Identity Attack0.16587129
Insult0.045593183
Profanity0.023243073
Threat0.0064468146
Severe Toxicity0.004463196
Low Tox 0.17458448 Moderate Con 0.308
Nov 1, 2025 Inside Canada's Indian Metropolis (Brampton)
I moved from Canada almost two years ago, my parents came to Canada when I was a baby and I grew up in usa and Canada all my life, but a few years back I …
I moved from Canada almost two years ago, my parents came to Canada when I was a baby and I grew up in usa and Canada all my life, but a few years back I saw a trend. And I had to move. Sorry Canada, you're literally India now Plus. F. Winter b
Identity Attack0.15731181
Insult0.06285016
Profanity0.031391226
Threat0.0069905366
Severe Toxicity0.0059890747
Low Tox 0.17371799 Constructive 0.591
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
CANADA IS THE NEW INDIA!! 🗣️🔥🔥🔥🗣️🔥
CANADA IS THE NEW INDIA!! 🗣️🔥🔥🔥🗣️🔥
Identity Attack0.1232452
Insult0.05203446
Profanity0.035148825
Threat0.009307829
Severe Toxicity0.009994507
Low Tox 0.17371799 Low Con 0.218 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
There are always two sides of the story. When British and French went from starting trade with indigeneous to brigning their families and settling towns on their land, they must have had the same feeling. …
There are always two sides of the story. When British and French went from starting trade with indigeneous to brigning their families and settling towns on their land, they must have had the same feeling. Europeans just didn't stop their they openly slaughtered and put small children in residential schools where many lost lives and are still living with generational trauma. India was doing fine before british came in and lynched the economy to feed industrial revolution in west. I have seen Finnish, croatian, greek, polish, italian, german cultural centers and businesses serving their communities in Canada. Can we also say that they should assimilate in Canadian culture? What is even Canadian culture? It is the "The Canadian Charter of Rights and Freedoms", read that thing and the history if you are not familiar. I do acknowledge that there is massive influx of immigrants in a short span which govt. did to compensate for labor needs but they did not invest in infrastructure and orientation of immigrations. I have worked with Canadians in their 60s vs 20s, there was a huge difference in work ethic. My white manager relied on me and my another friend for closing or opening shift than some local preveliged kids. I am in support of deporting illegals but let's educate who are here legally. Collaborate with communities to voice out your concerns and look at the positive impact immigrants have made in past decades.
Identity Attack0.105256535
Insult0.06582214
Profanity0.028913507
Threat0.04524883
Severe Toxicity0.0063705444
Low Tox 0.17285149 Constructive 0.853 Moral_Argument
Oct 21, 2025 Inside Canada's Indian Metropolis (Brampton)
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)
to the people angry at immegration i have a few questions . the immegrants bharampton whos country are they working for india or canada ? where would the money that they produce go to india …
to the people angry at immegration i have a few questions . the immegrants bharampton whos country are they working for india or canada ? where would the money that they produce go to india or canada ? where would they live and help make better . so let me ask u what is ur problem with immegration when ur the country that benefiting from it ? when u are having new jobs , a better demographics etc etc from this deal why hate them ? also no u cant just issue political assylum in canada . u need a student visa u have to work for it as well
Identity Attack0.10757765
Insult0.0670459
Profanity0.024951037
Threat0.0077025536
Severe Toxicity0.0043296814
Low Tox 0.1693855 Constructive 0.685 Economic_Argument
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
How can be ppl from India NATIONALISTIC if they now live in CANADA??
How can be ppl from India NATIONALISTIC if they now live in CANADA??
Identity Attack0.17614605
Insult0.03489272
Profanity0.01805087
Threat0.006977591
Severe Toxicity0.00459671
Low Tox 0.1693855 Moderate Con 0.315 Question
Sep 19, 2025 56 likes Inside Canada's Indian Metropolis (Brampton)
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)
One year of newborn baby in India can replace entire Canada population
One year of newborn baby in India can replace entire Canada population
Identity Attack0.1508922
Insult0.030154925
Profanity0.023584666
Threat0.029415153
Severe Toxicity0.0077056885
Low Tox 0.1693855 Low Con 0.136
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
I am Canadian and this is so upsetting to me I can’t even watch it. Even the small town I live in is being taken over by them. It’s time for a right wing revolution …
I am Canadian and this is so upsetting to me I can’t even watch it. Even the small town I live in is being taken over by them. It’s time for a right wing revolution in Canada. Our politicians sold us out. There Is one and a half billion people in India. Canada has 35 million. If one Percent of India comes here, Canada is done.
Identity Attack0.13591312
Insult0.053205602
Profanity0.017709278
Threat0.01101667
Severe Toxicity0.0042533875
Low Tox 0.16851899 Constructive 0.567
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
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...
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 feel bad for Canada I seen their side of Niagara Falls and I honestly thought it was India at first for a sec
I feel bad for Canada I seen their side of Niagara Falls and I honestly thought it was India at first for a sec
Identity Attack0.12440576
Insult0.04383647
Profanity0.024062896
Threat0.0083886795
Severe Toxicity0.0037384033
Low Tox 0.16591948 Moderate Con 0.444 Humor_Satire
Jan 27, 2026 461 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.