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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: "better to have indians than …" 172 comments · Page 4 of 7
I don’t understand like you bring it 4 million of them in four years. This is too much you change the whole system in Canada and most of them are getting free healthcare freeform free …
I don’t understand like you bring it 4 million of them in four years. This is too much you change the whole system in Canada and most of them are getting free healthcare freeform free apartments look the Canadian total debt increased by like $300 billion in a couple years because of those people I’m not against Indian. I have Indian friends but this kind of Indian people like you go there like you’re built like 50 call what the hell is wrong with you like you have to understand that’s a Christian country or they believe in God in one car they don’t believe in paganism and 20k kids. Still 4 million people is not normal to move in 4 years Is not fair Even im albanian u bring 4 million albanian in cannada i dont agree with it Is like increasing popullation 15 percent in 3-5 years Indian people drive bad than the cannadian people pay high insurance rates So you called me in Canada and you use free houses free renting free stuff and taking the other people money it’s not good that’s why you need to make your government India to develop your country better and not to attack the Muslim and be racist against the Muslims and the Indian Muslims Here we go with pagan gods looks ugly statue, bro the God is the creator of everything there’s no human gods stop leaving in fairytale paganism
Identity Attack0.36273825
Insult0.30797598
Profanity0.3320008
Threat0.012596053
Severe Toxicity0.023076924
Moderate 0.37751234 Constructive 0.521 Policy_Critique
Feb 26, 2026 Inside Canada's Indian Invasion...
You can't blame indian people but u can blame indian government. If u are indian what would u do?? For better future
You can't blame indian people but u can blame indian government. If u are indian what would u do?? For better future
Identity Attack0.44690517
Insult0.18107465
Profanity0.09324962
Threat0.020609349
Severe Toxicity0.020515325
Moderate 0.37751234 Moderate Con 0.412 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
I dont think all east indians are terrible an i cant believe the racistness of canada ..we can screen better a send people back if their criminal but if their obeying the laws an just …
I dont think all east indians are terrible an i cant believe the racistness of canada ..we can screen better a send people back if their criminal but if their obeying the laws an just living life..im ok with that as long as their not criminals
Identity Attack0.40447855
Insult0.30326313
Profanity0.0715894
Threat0.010757755
Severe Toxicity0.015867263
Moderate 0.37751234 Constructive 0.684 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada is a country of immigrants. Some towns have higher concentrations than others. But there is significant racism here with this anti-Indian sentiment.. Do folks walk through Toronto's "Little Italy" neighborhood and bitch and whine …
Canada is a country of immigrants. Some towns have higher concentrations than others. But there is significant racism here with this anti-Indian sentiment.. Do folks walk through Toronto's "Little Italy" neighborhood and bitch and whine about how they wish all these wops would leave and go back to Italy? Of course not. But, because these specific immigrants are also a visual minority, the racism factor goes up ten fold. Immigration has helped Canada exponentially more than it has hurt it. Be better - this is clearly very racist and xenophobic content.
Identity Attack0.3857254
Insult0.33964422
Profanity0.2801717
Threat0.0104988385
Severe Toxicity0.02167734
Moderate 0.37458646 Constructive 0.697 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
INDIANS ARE BETTER THEN this 👉☪️🧕🇵🇰
INDIANS ARE BETTER THEN this 👉☪️🧕🇵🇰
Identity Attack0.39207554
Insult0.16890354
Profanity0.14666493
Threat0.025443908
Severe Toxicity0.023076924
Moderate 0.37458646 Low Con 0.289 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
The older whites in Brampton seem to be blaming others because they failed in life. Anyone in Brampton knows a lot of the whites are on drugs in the downtown area. People started getting annoyed …
The older whites in Brampton seem to be blaming others because they failed in life. Anyone in Brampton knows a lot of the whites are on drugs in the downtown area. People started getting annoyed about Brampton when the international student boom happened. This is different from families settling or people starting families. Young students who are basically poor and desperate take up all the jobs and they pack so much into one house. Indian international students have ruined Indian reputation in Canada. Indians figured how to game the system and flood Canada better than other nationalities. And it’s true they do not integrate. They leave their land and come to a place where it’s just like home. Where they can live work, and go to school and not interact with any other race, ethnicity probably can go weeks without speaking English. Chinese have similar places like this but they’re not frowned upon.
Identity Attack0.42615733
Insult0.26957804
Profanity0.11539881
Threat0.015947454
Severe Toxicity0.017997624
Moderate 0.36867723 Constructive 0.605 Unverified_Claim
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
South side of Edmonton Alberta is like this too. I hate it how indian ppl say they built Canada but like if they built Canada how come they cant build india better?
South side of Edmonton Alberta is like this too. I hate it how indian ppl say they built Canada but like if they built Canada how come they cant build india better?
Identity Attack0.44690517
Insult0.16883044
Profanity0.08807703
Threat0.008686432
Severe Toxicity0.014188796
Moderate 0.3666224 Moderate Con 0.477 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Christians and muslims deserve eachother they don't like kind ,humble ,caring and progressive people, these Canadians would be better if there situation becomes like london ,where muslims even force you to follow their religion and …
Christians and muslims deserve eachother they don't like kind ,humble ,caring and progressive people, these Canadians would be better if there situation becomes like london ,where muslims even force you to follow their religion and do daily riots and try to claim the land without even doing any progress in the country....while indians who work hard for the country they live in make it prosperous with opportunity they do philanthropy, charity still getting hate for few bad people... You people really don't deserve kindness
Identity Attack0.44690517
Insult0.24928534
Profanity0.04216301
Threat0.017156094
Severe Toxicity0.017868511
Moderate 0.3666224 Moderate Con 0.494 Identity_Assertion
Nov 12, 2025 Inside Canada's Indian Metropolis (Brampton)
Indians are Better than Somalis though. I don’t mind India’s and Asians. They actually contribute
Indians are Better than Somalis though. I don’t mind India’s and Asians. They actually contribute
Identity Attack0.4508763
Insult0.17610447
Profanity0.10363861
Threat0.010731863
Severe Toxicity0.023076924
Moderate 0.3666224 Moderate Con 0.338 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
@9:50 Indian guy: Acctuly India is better for us White guy: Why did you come Indian guy: For better future xDDDDDD
@9:50 Indian guy: Acctuly India is better for us White guy: Why did you come Indian guy: For better future xDDDDDD
Identity Attack0.38246045
Insult0.09416737
Profanity0.1352073
Threat0.030278467
Severe Toxicity0.023076924
Moderate 0.36095104 Moderate Con 0.336 Humor_Satire
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
No on likes illegal immigrants. No on likes freeloaders. No one likes when what used to be majority population, their identity, their culture, their heritage is overtaken (or overshadowed) by immigrants. We see the same …
No on likes illegal immigrants. No on likes freeloaders. No one likes when what used to be majority population, their identity, their culture, their heritage is overtaken (or overshadowed) by immigrants. We see the same pattern repeating everywhere, which has something "better" to offer people compared to where they came from. OTOH, replace the Indians with white caucasians, and white caucasians with Inuits, isn't it just history repeating itself ?
Identity Attack0.44690517
Insult0.15627414
Profanity0.035148825
Threat0.0100069
Severe Toxicity0.016577384
Moderate 0.36095104 Constructive 0.608
Oct 17, 2025 Inside Canada's Indian Metropolis (Brampton)
guy really worked hard to find negativity yet whites and others themselves claim indians are better people to live with then other ethnicity 😁 .
guy really worked hard to find negativity yet whites and others themselves claim indians are better people to live with then other ethnicity 😁 .
Identity Attack0.40255263
Insult0.15698463
Profanity0.10301965
Threat0.010757755
Severe Toxicity0.015609037
Moderate 0.35186127 Low Con 0.29 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I got to say, Indians and Chinese are better than their more sun tanned counterparts from Africa etc. They (Indians and Chinese) actually do become doctors, engineers etc. For context, im white.
I got to say, Indians and Chinese are better than their more sun tanned counterparts from Africa etc. They (Indians and Chinese) actually do become doctors, engineers etc. For context, im white.
Identity Attack0.4453683
Insult0.16266862
Profanity0.08355101
Threat0.0086087575
Severe Toxicity0.016900165
Moderate 0.34757367 Constructive 0.561 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Canadian better step up to the plate and fight. Indian immigrants are everywhere now, invading! I see hundreds of them in America 🇺🇸
Canadian better step up to the plate and fight. Indian immigrants are everywhere now, invading! I see hundreds of them in America 🇺🇸
Identity Attack0.44690517
Insult0.15414265
Profanity0.032643758
Threat0.019918699
Severe Toxicity0.015092585
Moderate 0.3389984 Moderate Con 0.388
Aug 28, 2025 Why Canadians Are Turning Against …
There should be a term for this type of reporting "Indophobia" or specifically should we call "Hinduphobia" .....take your camera towards the mosque of a Pakistani neighborhood and you will suddenly realize Indians are much …
There should be a term for this type of reporting "Indophobia" or specifically should we call "Hinduphobia" .....take your camera towards the mosque of a Pakistani neighborhood and you will suddenly realize Indians are much better for a citizen.
Identity Attack0.41052565
Insult0.16795322
Profanity0.05168226
Threat0.012803185
Severe Toxicity0.015609037
Moderate 0.3389984 Moderate Con 0.412 Policy_Critique
Nov 2, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Bringing in Arab, Indian and African migrants to make the mexican ones look better is some 6d chess moves.
Bringing in Arab, Indian and African migrants to make the mexican ones look better is some 6d chess moves.
Identity Attack0.42615733
Insult0.13969865
Profanity0.075468846
Threat0.013424582
Severe Toxicity0.014963473
Moderate 0.3389984 Low Con 0.183 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Having Indian is better, they will never hold a knife on you to convert when they will be 30 percent or more....
Having Indian is better, they will never hold a knife on you to convert when they will be 30 percent or more....
Identity Attack0.38200524
Insult0.11978693
Profanity0.069969244
Threat0.1284288
Severe Toxicity0.020515325
Moderate 0.3389984 Low Con 0.27 Fear_Threat
Mar 1, 2026 Inside Canada's Indian Invasion...
14:47 An Indian telling Canadians failed and why Hinduism is better than Canadian values while enjoying all the benefits Canadians pay for. 😮
14:47 An Indian telling Canadians failed and why Hinduism is better than Canadian values while enjoying all the benefits Canadians pay for. 😮
Identity Attack0.38699543
Insult0.15982662
Profanity0.020851927
Threat0.0076119336
Severe Toxicity0.010375977
Moderate 0.33338684 Low Con 0.208 Identity_Assertion
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
I walked into a house that I wanted to lease. It was of course rented by Indians and some were still living in there. The owner wanted almost $4k per month. The moment I stepped …
I walked into a house that I wanted to lease. It was of course rented by Indians and some were still living in there. The owner wanted almost $4k per month. The moment I stepped foot inside the house, the stench was so powerful that it nearly made me vomit. I initially thought it was just the entrance, it got progressively worse the further in I went. Bathrooms were unclean, there were stains all over the walls, rotten food around, dirty shoes and clothes thrown all around, damage to just about every corner inside of the house ... I walked out. The next day, I went to see another house on the other side of the city, thinking it's more on the outskirts and it looked slightly better on the outside, same exact situation and I was ironically asked if I was "Indian because I can get a discount on the rent", I walked out. The blatant racism and disrespect was nauseating. I was raised that it's not permissible to exit out of your house dirty let alone not cleaning up after yourself. I was raised to be fluent in both official languages. I'm not seeing any of these norms happening anymore... if anything, it's the complete opposite.
Identity Attack0.32768643
Insult0.24835461
Profanity0.25275812
Threat0.039256934
Severe Toxicity0.023076924
Moderate 0.3302291 Constructive 0.74
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
Personally as an Indian, I really feel bad about it. Unfortunately, we DO go to other countries for a chance at better life and dignity, but a lot us Indians then start to feel privileged …
Personally as an Indian, I really feel bad about it. Unfortunately, we DO go to other countries for a chance at better life and dignity, but a lot us Indians then start to feel privileged and entitled and do not adapt to the culture of the country they are in, and force their own cultures and individual beliefs. This sucks, especially as a young guy who dreams of living in other countries, while respecting their cultures and planning to adapt to them. Even in India too, we don't really pay much taxes since we know its gonna go into corruption anyway, so the Immigrant residents in Brampton may have carried forward that practice as their habit. This gets a lot of us good folks, generalized for no reason too, Although, I do understand the anti-Indian sentiments foreigners have towards us, but again.. not every Indian are like that, since it has also been pointed out by few others. Although, I AM genuinely sorry for the problems Canadians might be facing in Brampton right now
Identity Attack0.2846865
Insult0.19225755
Profanity0.33023968
Threat0.01187109
Severe Toxicity0.019998873
Moderate 0.32919475 Constructive 0.851
Dec 9, 2025 Inside Canada's Indian Metropolis (Brampton)
The problem is you are busy pointing other instead focusing on real issue these indian providing better quality skills at low wages and that's what helping you earn white's wanna earn more work less and …
The problem is you are busy pointing other instead focusing on real issue these indian providing better quality skills at low wages and that's what helping you earn white's wanna earn more work less and accusing them that they only work for money 😂
Identity Attack0.35299334
Insult0.16551061
Profanity0.09292633
Threat0.009359611
Severe Toxicity0.0128976675
Moderate 0.3286776 Moderate Con 0.379 Economic_Argument
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
Hindus and Sikhs indulged in violence against each other and saw communal riots in Canada in 2023. Indian govt infact has started assassinating naturalised Canadian citizens from India, who are deemed to be "threat" (tick …
Hindus and Sikhs indulged in violence against each other and saw communal riots in Canada in 2023. Indian govt infact has started assassinating naturalised Canadian citizens from India, who are deemed to be "threat" (tick off the hindu nationalidt govt in power). I know some folks, including my neighbour, who immigrated to Canada right after high School — they take services of immigration agents who have contacts with diploma mills there, get a student visa citing enrollment in a sham educational degree, join a minimum wage job and rig the whole process to attain PR & then citizenship — essentially giving low skilled, poorly assimilated labour the citizenship in Canada under guise of skilled or educated immigration. Even as an Indian, the whole situation is insane and astounding to say the least. Hindu Nationalism has spread its roots & conducts marches in Canada within the Indian Hindu areas like they do here in India and people have started performing river aartis as well (communal prayers to worship rivers) — all kinds of pernicious identitarianism is festering there. A ton of Indian immigrants now see Canada merely as a source to better life & resources, but relate to, & are patriotic towards India or assert their rawer religious Sikh or Hindu identity due to lack of any assimilatory pressure & absence of a well defined Canadian identity. Funniest part is Indians, esp Hindus, who vote for hindu nationalists ushering majoritarian policies in India, cheer for persecution of minorities and justify caste system, suddenly co-opt liberalism & decietfully use its talking points to defend their position as a minority in places they migrate to (they do not believe in so, and don't apply the same standards to themselves). If you wish to blame someone, blame the govt of Canada and its elites. At the end of the day, they wanted cheap manual labour, and opened the gates without much consideration.
Identity Attack0.3817989
Insult0.1935001
Profanity0.04141149
Threat0.12536226
Severe Toxicity0.01644827
Moderate 0.32764325 Constructive 0.694 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Sikhs are actually nice people. Every single person has some or other compulsions. Nobody moves to another country for fun, they migrate for better lifestyle, healthcare, benefits, income etc. Stop demonizing these people just because …
Sikhs are actually nice people. Every single person has some or other compulsions. Nobody moves to another country for fun, they migrate for better lifestyle, healthcare, benefits, income etc. Stop demonizing these people just because they're in Canada and not being white. Perhaps, ask yourself what your ancestors as whites did in the past to Indians, sidelined with Britishers & looted our wealth for 200 years and made us a 3rd world country.
Identity Attack0.3857254
Insult0.16337912
Profanity0.032142747
Threat0.009048914
Severe Toxicity0.011291504
Moderate 0.32712606 Constructive 0.734 Moral_Argument
Mar 1, 2026 Inside Canada's Indian Invasion...
What the 'polish' guy is saying and the 'redneck' guy is saying is pure bias!! If a 3000 sq ft home has 3 generations living then that would easily be anywhere from 5-12 people depending …
What the 'polish' guy is saying and the 'redneck' guy is saying is pure bias!! If a 3000 sq ft home has 3 generations living then that would easily be anywhere from 5-12 people depending on the number of children or sibling the earning member(s) have. The only problem is when these homes are converted to rooming units. Otherwise it is perfectly legal for extended families to live under one roof as first immigrants to gain foothold and then move on!! The fore fathers of the current white population did this as well !! Also, these immigrants and students are NOT housed in hotels and such, it is the refugees from Syria, Palestine and Ukraine (and other war torn countries) that Liberals brought in that are housed in hotels. So this is misinformation. What I do notice is that these losers are jealous of the hard work that the indian immigrants are capable of doing and feel intimidated. If this is any comfort, many indians are actually choosing to go back to India as opportunities are better and more and they have seen what Canada has to offer. There needs to be responsible reporting happening not just interview any guy on the streets who has 0 knowledge of the current political scenario.
Identity Attack0.36702603
Insult0.21368977
Profanity0.07255927
Threat0.011327368
Severe Toxicity0.013672344
Moderate 0.3266089 Constructive 0.746
Jan 7, 2026 Inside Canada's Indian Metropolis (Brampton)
I will prefer Sikhs and Indians all day and everyday over Somalian’s. In my opinion they have better culture and are more friendly.
I will prefer Sikhs and Indians all day and everyday over Somalian’s. In my opinion they have better culture and are more friendly.
Identity Attack0.39870077
Insult0.08484049
Profanity0.06546012
Threat0.013372798
Severe Toxicity0.018707745
Moderate 0.3266089 Constructive 0.515 Identity_Assertion
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.