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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: "As an Indian, is the …" 4,309 comments · Page 138 of 173
The indians needs to learn from Canada how to built a better country in india
The indians needs to learn from Canada how to built a better country in india
Identity Attack0.26325142
Insult0.046178754
Profanity0.01982715
Threat0.007327127
Severe Toxicity0.005264282
Low Tox 0.20032968 Low Con 0.165
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
It's unfair to focus our attention on just the Indians. Look into refugee applications from Iranians and Turks too, they number in the thousands. Iranians that can come to the country do not need to …
It's unfair to focus our attention on just the Indians. Look into refugee applications from Iranians and Turks too, they number in the thousands. Iranians that can come to the country do not need to seek refuge from anything, the oppressed in Iran do not have the means to even buy a plane ticket to come here. Currency exchange businesses run by Iranians are a front for transferring and laundering money. Don't take it from me, Iranians openly admit it and are seemingly proud of it. Invest more in intelligence gathering and espionage to more effectively weed out these refuge shoppers.
Identity Attack0.22859548
Insult0.07555214
Profanity0.027820412
Threat0.010964886
Severe Toxicity0.0064086914
Low Tox 0.20009702 Constructive 0.652
Dec 24, 2025 1 likes Deportations From Canada at Their …
I feel this video does cover what's happening but don't answer the question why its happening. Here's what i think- To start with - A major population of indian immigrants in Canada come from two …
I feel this video does cover what's happening but don't answer the question why its happening. Here's what i think- To start with - A major population of indian immigrants in Canada come from two provinces/states - Punjab and Gujarat. From Punjab - Most of the population who migrates to Canada are villagers. They are notoriously famous in Punjab cities as well for creating trouble. They have no civic sense, always getting involved in illegal stuff, some use drugs, no etiquettes, poor hygiene and very arrogant sometimes. Another thing, Canadian government over the years stopped taking in-person interviews and got lenient with rules for gaining a visa especially for students which doesn't make sense and one should be catious so of what kind of people they are letting in their country. This leads to letting in a bunch of wrong people who are already a troublemaker in Punjab and then represents a bad of side of Indians. A side note - Every Indian province is very very different and not all people are same in India. It's definitely a shit situation which shows Canadian government definitely needed a better way to handle immigration. A lot of international students has been exploited by the system as well if you get to know from there point of view as well. Seeing the thumbnail and title of this video shows what kind of a person Tyler is. Without a proper research and understanding, he just made a video to appease people who hates on Indians. Title says Invasion, is he for real? I see way more Chinese immigrants here in Canada than any other nationality. Punjabi Indians are to be blamed as for creating a bad picture for themselves but hating on whole country without knowing them feels prejudiced. I hope whoever is reading to really open their eyes and understands that this is a government failure for not having strict rules and regulations. Indians have been immigrating to Canada for more than 100 years but you see them as a problem now due to last 8 years of bad decisions. Last thing, you see more Indians in Tim Hortons and mock them, is that a bad thing on loving and supporting a Canadian brand? Definitely poor english speaking employees is a problem, but that is a management issue. You don't like it, have a word with the Manager if they don't act on it, then I guess they don't really care for your opinion. Its on you now whether you want your coffee or better english 😂
Identity Attack0.17536941
Insult0.08831572
Profanity0.022423252
Threat0.008789998
Severe Toxicity0.0049591064
Low Tox 0.20009702 Constructive 0.774 Policy_Critique
Feb 20, 2026 Inside Canada's Indian Invasion...
Im pretty sure have actual residents than you have visitors who claim to be the resident. Thats why the driving is bad, its actually the dudes cousin from back home driving, Then you have the …
Im pretty sure have actual residents than you have visitors who claim to be the resident. Thats why the driving is bad, its actually the dudes cousin from back home driving, Then you have the driving schools whos driving instructor is just giving out commerical licenses to all their indian friends.
Identity Attack0.19495805
Insult0.071750276
Profanity0.027820412
Threat0.0074048014
Severe Toxicity0.00459671
Low Tox 0.20009702 Moderate Con 0.368 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
I am an Indian immigrant living on GTA. If I was forced to live in Brampton, I would rather go back to India than live in Brampton. The problem with Brampton is a subset of …
I am an Indian immigrant living on GTA. If I was forced to live in Brampton, I would rather go back to India than live in Brampton. The problem with Brampton is a subset of Indians that are easily recognizable and do not assimilate. Most of these specific subset come here as students and through family sponsorship ( not regular immigration stream). The students get false documents for their language and educational credentials. The politicians are also to blame for pondering for their votes. If there is one ethnic group that has the capacity to destroy Canada further in the future to a point of no return, it is this subset. Unfortunately most Canadians do not know this, and Indians as a general group are seen as the problem. Next time just ask them where in India these people are from, and soon you will know for yourself.
Identity Attack0.2308735
Insult0.071433455
Profanity0.02795705
Threat0.00948907
Severe Toxicity0.0062179565
Low Tox 0.20009702 Constructive 0.695 Personal_Narrative
Oct 26, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
@rocanews trust Indians, your view looks biased but, we don't loot people like the British did to India in 1947. We just stay without harming no one.
@rocanews trust Indians, your view looks biased but, we don't loot people like the British did to India in 1947. We just stay without harming no one.
Identity Attack0.18158256
Insult0.06285016
Profanity0.027547138
Threat0.012803185
Severe Toxicity0.005760193
Low Tox 0.20009702 Constructive 0.595
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
I find it a bit disrespectful in Canada to refer to "Them" as "Those indians..." I have actively been working to improve my vernacular. I like the people first approach, so I say "People of …
I find it a bit disrespectful in Canada to refer to "Them" as "Those indians..." I have actively been working to improve my vernacular. I like the people first approach, so I say "People of Brampton"
Identity Attack0.23011416
Insult0.06529768
Profanity0.023994578
Threat0.006576272
Severe Toxicity0.004425049
Low Tox 0.20009702 Constructive 0.694
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I like tell to every one Candan is Red Indians country Candan changed long times when the European arrives
I like tell to every one Candan is Red Indians country Candan changed long times when the European arrives
Identity Attack0.21075934
Insult0.057890166
Profanity0.054437835
Threat0.011146127
Severe Toxicity0.00957489
Low Tox 0.19986437 Moderate Con 0.425
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Trying to be PC here but there is a socio-economic and possible hygíene difference I believe between Sikh and Hindu Indians. A least thinking of the ones here in California the Sikhs tend to be …
Trying to be PC here but there is a socio-economic and possible hygíene difference I believe between Sikh and Hindu Indians. A least thinking of the ones here in California the Sikhs tend to be upper middle class, the other are often the sc@mmers ... But it seems like they all own rundown hotels and motels...and mini marts
Identity Attack0.25478655
Insult0.06652143
Profanity0.04667213
Threat0.008414571
Severe Toxicity0.007019043
Low Tox 0.19986437 Constructive 0.689 Unverified_Claim
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Tyler, Canada hasn't been a "white" country in a long time. Brampton is known for being an Indian enclave. I grew up in the GTA, and we had plenty of different ethnicities and that was …
Tyler, Canada hasn't been a "white" country in a long time. Brampton is known for being an Indian enclave. I grew up in the GTA, and we had plenty of different ethnicities and that was just fine. Canada embraced multiculturalism a long time ago- there isn't any central "Canadian values". Not assimilating is only offensive in America.
Identity Attack0.24970764
Insult0.056133457
Profanity0.015967157
Threat0.007145886
Severe Toxicity0.0038719177
Low Tox 0.19986437 Constructive 0.741 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
I’m so embarrassed about this video…. The Indian-Canadians are great & add a lot to Canada. This is sad…
I’m so embarrassed about this video…. The Indian-Canadians are great & add a lot to Canada. This is sad…
Identity Attack0.09410924
Insult0.06319981
Profanity0.028913507
Threat0.00704232
Severe Toxicity0.004673004
Low Tox 0.19986437 Constructive 0.583 Solidarity
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Indians commit no crime, keep to themselves, and don’t damage public spaces. They’re an ideal immigrant group and for whatever reason people hate them more than groups that do all of those things listed above. …
Indians commit no crime, keep to themselves, and don’t damage public spaces. They’re an ideal immigrant group and for whatever reason people hate them more than groups that do all of those things listed above. I think it’s jealousy because they earn more money than the natives. Harder working people of similar or higher intelligence.
Identity Attack0.20878418
Insult0.071750276
Profanity0.03239325
Threat0.008129764
Severe Toxicity0.005493164
Low Tox 0.1996317 Constructive 0.579 Economic_Argument
Sep 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
I’m a second gen Indian in Canada born in USA. It’s become so us vs them between locals and immigrants, that Im caught in the middle, I belong no where and everywhere. There’s no room …
I’m a second gen Indian in Canada born in USA. It’s become so us vs them between locals and immigrants, that Im caught in the middle, I belong no where and everywhere. There’s no room for my voice, because I’m no different then any Canadian or American in how I act but nothing separates me from Punjab and Kashmir other than accident of birth and one generation. My English is NE United States, my French Québécois, my Hindi Dehli,Punjabi Jalandar, Urdu Lahori, and Turkish Ankara. I speak six languages and I’m fluent in none, I’m from three countries yet none of them want me. It would be great if more of these types of investigations included our voices, as we’re neither here nor there yet caught in the middle of all of this.
Identity Attack0.18903255
Insult0.082619295
Profanity0.030138692
Threat0.009126588
Severe Toxicity0.008964539
Low Tox 0.1996317 Constructive 0.806 Personal_Narrative
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Oh boy she’s Indian too
Oh boy she’s Indian too
Identity Attack0.19100772
Insult0.056133457
Profanity0.06295506
Threat0.008259222
Severe Toxicity0.008354187
Low Tox 0.19939905 Moderate Con 0.31 Identity_Assertion
Sep 28, 2025 IRCC Names India in Study …
Used to check-in the air Canada, always amazed at the amount of Indians on the flights.
Used to check-in the air Canada, always amazed at the amount of Indians on the flights.
Identity Attack0.25986546
Insult0.057890166
Profanity0.01887069
Threat0.0071847234
Severe Toxicity0.0050354004
Low Tox 0.19939905 Constructive 0.548 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
I have watched this video and i just want to say that indian people from Hindu and sikh or any other community except muslims will respect canadian culture and rules of Canadian govt. They are …
I have watched this video and i just want to say that indian people from Hindu and sikh or any other community except muslims will respect canadian culture and rules of Canadian govt. They are hardworking. I also request people from the community as mentioned above, please respect the nation and their culture and don't try to make Canada to India.
Identity Attack0.27682206
Insult0.04910661
Profanity0.019485557
Threat0.0070164283
Severe Toxicity0.004196167
Low Tox 0.19939905 Constructive 0.747 Identity_Assertion
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Milton us slowly being taken over by Indians. One in municipal government they change rules to suit Indian interest. ie: open field at local park where kids played soccer close home to was changed to …
Milton us slowly being taken over by Indians. One in municipal government they change rules to suit Indian interest. ie: open field at local park where kids played soccer close home to was changed to Cricket field. No soccer allowed.
Identity Attack0.24970764
Insult0.062150877
Profanity0.018734055
Threat0.00951496
Severe Toxicity0.005760193
Low Tox 0.1991664 Constructive 0.521 Unverified_Claim
Jan 3, 2026 Inside Canada's Indian Metropolis (Brampton)
Hahaha,go indians
Hahaha,go indians
Identity Attack0.19693321
Insult0.05144889
Profanity0.064458095
Threat0.012078222
Severe Toxicity0.011444092
Low Tox 0.1991664 Low Con 0.275 Humor_Satire
Feb 15, 2026 Inside Canada's Indian Invasion...
India is multi-cultural, Punjab is only 1 part of India and their culture is different from the other Indian states represented in India. The behavior of Punjabi immigrants is not reflective of other Indian cultures …
India is multi-cultural, Punjab is only 1 part of India and their culture is different from the other Indian states represented in India. The behavior of Punjabi immigrants is not reflective of other Indian cultures in India. For whatever reason there seems to more Punjabi migrants in Canada than from any other state in India. Its the job of Canada to enforce assimilation and immigration rules, they deliberately don't. Littering and defecating in public spaces is illegal in Canada but the Canadian government refuses to enforce those rules.
Identity Attack0.17925262
Insult0.081261896
Profanity0.03339528
Threat0.007870848
Severe Toxicity0.005760193
Low Tox 0.1991664 Moderate Con 0.476 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
I understand the culture clash; I lived in Abbotsford, BC, moving there in 2005 and staying for nearly 10 years, and the Sikh/Indian population was very prevalent there. They had a reputation of not "joining …
I understand the culture clash; I lived in Abbotsford, BC, moving there in 2005 and staying for nearly 10 years, and the Sikh/Indian population was very prevalent there. They had a reputation of not "joining in" until the third generation and a bad habit of only dealing with other Indians, not even bothering to try and learn English, and being a bit of a nuisance in the SevenOaks Mall. I have memories of them complaining when the employees didn't know any Punjabi, trying to haggle prices in the stores (sometimes aggressively), and harassing female staff. By the third generation they generally had adopted fully into Canadian culture and, oddly enough, the most violent clashes were between first generation and third generation Indians because the first generation was "behaving badly".
Identity Attack0.2127345
Insult0.083359696
Profanity0.04592061
Threat0.010783645
Severe Toxicity0.006866455
Low Tox 0.1991664 Constructive 0.846
Sep 19, 2025 123 likes Inside Canada's Indian Metropolis (Brampton)
U don't talk about terr orists religion and indian are peaceful
U don't talk about terr orists religion and indian are peaceful
Identity Attack0.14875233
Insult0.045593183
Profanity0.04667213
Threat0.010265815
Severe Toxicity0.0063705444
Low Tox 0.1991664 Moderate Con 0.32 Unverified_Claim
Feb 28, 2026 1 likes Inside Canada's Indian Invasion...
Indians are super chill
Indians are super chill
Identity Attack0.14661247
Insult0.06722072
Profanity0.10178173
Threat0.010887212
Severe Toxicity0.009918213
Low Tox 0.1991664 Moderate Con 0.378 Solidarity
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
I live in a city called Chilliwack, in BC. In the last 5 years I almost don’t recognize the city I grew up in anymore. The demographics have flipped. Entire plazas are now Indian food …
I live in a city called Chilliwack, in BC. In the last 5 years I almost don’t recognize the city I grew up in anymore. The demographics have flipped. Entire plazas are now Indian food restaurants or pizza places, all owned and staffed them by. It used to be every fast food place here was staffed by teenagers or retired seniors, now virtually every single fast food place is staffed by a 30-50 year old foreigner. During the covid BS, they kept aggressively pumping in more and more of them. You go up to cultus lake in the summer, or Harrison Lake and it is like you walked into India. They blast their crappy music on stereos while 30 of them sit on a blanket, littering, starring. We had to get up and leave our spot at the beach last summer because 5 of them (men) came to sit behind us and they all just stared at us. It’s like the ones they’re pumping in have zero concept of first world norms. No self awareness, and no desire to inter-grate into our society and learn our language. It’s unbelievable what has happened, what our politicians are doing.
Identity Attack0.10409598
Insult0.08459369
Profanity0.099305905
Threat0.008259222
Severe Toxicity0.007247925
Low Tox 0.1991664 Constructive 0.607 Fear_Threat
Feb 3, 2026 1 likes Inside Canada's Indian Invasion...
The tim hortons are served by philipinos and indians where i am. And then the customer base is segregated by race to the specific locations.
The tim hortons are served by philipinos and indians where i am. And then the customer base is segregated by race to the specific locations.
Identity Attack0.24074486
Insult0.036809623
Profanity0.028230323
Threat0.007909686
Severe Toxicity0.005378723
Low Tox 0.1991664 Constructive 0.551 Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
India must find a way to stop India's brain from flowing down into the drain asap. One option may be to remove DTAA & impose income tax on foreign gross income of Indian citizens, like …
India must find a way to stop India's brain from flowing down into the drain asap. One option may be to remove DTAA & impose income tax on foreign gross income of Indian citizens, like the US (US citizens/GC holders are taxed on their worldwide income, regardless of where they reside), & build a world-class work environment in India with that tax amount, so that high-skilled Indian talents can return back to India to start start-up to develop app like WhatsApp/FB/Google/Amazon/MS/Meta (like China) or find suitable job/Business.
Identity Attack0.1769227
Insult0.08484049
Profanity0.032894265
Threat0.021300001
Severe Toxicity0.0077819824
Low Tox 0.1991664 Moderate Con 0.469 Policy_Critique
Oct 4, 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.