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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: "We don’t have a government …" 1,794 comments · Page 41 of 72
Business owners are unhappy and mad because no more cheap labour and grants from the government. There is no shortage of labour in Canada unemployment rate is close to 7% young Canadians can’t find a …
Business owners are unhappy and mad because no more cheap labour and grants from the government. There is no shortage of labour in Canada unemployment rate is close to 7% young Canadians can’t find a job all positions are filled by imported cheap labour workers
Identity Attack0.04925346
Insult0.13064787
Profanity0.017231047
Threat0.0061749537
Severe Toxicity0.0028800964
Low Tox 0.19599396 Moderate Con 0.48 Economic_Argument
Feb 11, 2026 Canada's tighter immigration policy divides …
The of this government, the audacity! There are 10 million new immigrants in Canada not 1 million. And they’re not missing 76,000 people they’re missing hundreds of thousands of people! Has anybody been to Ottawa …
The of this government, the audacity! There are 10 million new immigrants in Canada not 1 million. And they’re not missing 76,000 people they’re missing hundreds of thousands of people! Has anybody been to Ottawa lately? Just use Ottawa as a cusp. that’s how Canada is right now there’s no room for anyone! Hospitals are overcrowded, rent is too high, homes are too expensive. Food is too high because we have too many people in Canada. Shipped them all back to where they came from and higher Canadian workers!
Identity Attack0.094936445
Insult0.08434689
Profanity0.026590679
Threat0.008505191
Severe Toxicity0.0059127808
Low Tox 0.19504376 Constructive 0.522
Sep 30, 2025 2 likes IRCC Names India in Study …
1. Almost 2.5 million Indians are currently living there. The total population is 41.6 million, so about 6% are Indians. The total number of Pakistanis is around 500K, and Bangladeshis about 100K. 2. Out of …
1. Almost 2.5 million Indians are currently living there. The total population is 41.6 million, so about 6% are Indians. The total number of Pakistanis is around 500K, and Bangladeshis about 100K. 2. Out of all these, an estimated 1.5 million people are either overstaying or have entered illegally. 3. Pakistanis and Bangladeshis are also involved in illegal activities (I’m not defending Indians—they are also involved, I’ll come to that). If you ask them, many will claim to be Indians. You can see the same trend in the UK as well. The reason I’m mentioning them is because they have a similar appearance to Indians. 4. Almost half of the Indians in Canada are living there illegally. Why do I say this? Because here in India I personally know many people from Punjab and Haryana who go there. In both states, you can easily find many agents who reassure people that they can send them to Canada or the USA without much difficulty. You can also see the trend among Punjabis—many aspire to drive trucks and cars in Canada. In India, people often see Punjabis as if their only purpose in life is to go to Canada. I love Punjabi people, but I don’t like this mindset. 5. So, the people you see doing disgusting things are most likely illegal immigrants. Why? Because genuine people go there to educate themselves and contribute something meaningful to the culture—not to behave like those individuals. 6. I really hope Canada can recover from this. I have a friend who went there in 2015, and he once told me to visit the country. Canadians are truly amazing, and the natural beauty (except the winter!) is so nice. Please, Canadian government, take some steps for the well-being of your people.❤
Identity Attack0.2308735
Insult0.05964688
Profanity0.035399333
Threat0.01238892
Severe Toxicity0.007095337
Low Tox 0.19504376 Constructive 0.824
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
So you can enter Canada with an app, that’s filed out by the individual hoping they are truthful and no security check,yet our government is trying to pass legislation to have the ability to go …
So you can enter Canada with an app, that’s filed out by the individual hoping they are truthful and no security check,yet our government is trying to pass legislation to have the ability to go through emails etc without a warrant on its own citizens? W T ACTUAL F?
Identity Attack0.00673361
Insult0.061451588
Profanity0.22552395
Threat0.0067898775
Severe Toxicity0.0061035156
Low Tox 0.19409354 Moderate Con 0.336
Nov 21, 2025 2 likes Thousands of refugees allowed into …
I don't hate any race, but this is Canada. I'd love for all of us to put our differences aside and come together and gather the world elites that are destroying humanity by religion and …
I don't hate any race, but this is Canada. I'd love for all of us to put our differences aside and come together and gather the world elites that are destroying humanity by religion and beliefs. I know there's people in every religion that want peace but removing our governments and their masters from Humanity is the only way for peace and freedom ❤
Identity Attack0.16801116
Insult0.05964688
Profanity0.020100424
Threat0.033386398
Severe Toxicity0.0065231323
Low Tox 0.19409354 Constructive 0.609
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
The dude in the black jacket genuinely changed my mindset with immigration. India isn’t the best (by far) but it’s a fact that India is a beautiful country (without human input there) but doesn’t have …
The dude in the black jacket genuinely changed my mindset with immigration. India isn’t the best (by far) but it’s a fact that India is a beautiful country (without human input there) but doesn’t have any opportunities to build wealth down there because of poor governing
Identity Attack0.12735364
Insult0.07460167
Profanity0.041912504
Threat0.0076637166
Severe Toxicity0.0048065186
Low Tox 0.19409354 Constructive 0.601
Jan 27, 2026 Inside Canada's Indian Invasion...
Let's go back 30 years when Europeans who came over had to buy and run a business for 5 years then they could apply for Canadian citizenship. My gosh a lot sure changed when Justin …
Let's go back 30 years when Europeans who came over had to buy and run a business for 5 years then they could apply for Canadian citizenship. My gosh a lot sure changed when Justin Trudeau came in power. Welcome the WEF. So incredibly sad and futile, now because the average Canadian can not survive the government offers them MAID.
Identity Attack0.06340405
Insult0.089778624
Profanity0.025087673
Threat0.009178371
Severe Toxicity0.004310608
Low Tox 0.19314334 Constructive 0.546 Policy_Critique
Feb 24, 2026 LILLEY UNLEASHED: The fall of …
So now u will criticize India for canada giving shelter to khalstan which India itself warned canadian government about? How is this India's fault? Khalstan is separtist group & they don't even consider themselves Indian.
So now u will criticize India for canada giving shelter to khalstan which India itself warned canadian government about? How is this India's fault? Khalstan is separtist group & they don't even consider themselves Indian.
Identity Attack0.22631748
Insult0.06267534
Profanity0.01490822
Threat0.0077025536
Severe Toxicity0.0037002563
Low Tox 0.19219314 Moderate Con 0.329 Policy_Critique
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
There are more serious reasons, and the total number of temporary work permit holders as a percentage of the Canadian population is just a small fraction, while there is unemployment and crisis around the world, …
There are more serious reasons, and the total number of temporary work permit holders as a percentage of the Canadian population is just a small fraction, while there is unemployment and crisis around the world, and the impact of Trump’s tariffs. But immigrants are seen as the black sheep and blamed for everything in all agendas of both parties. If the Canadian government wants to limit businesses from hiring temporary work permit workers, they should set a quota for them. Businesses that cannot hire Canadian workers must leave those positions vacant. All companies like Tim Hortons, Metro, Farms, fast food shops, etc. should be banned from hiring temporary permit workers, and any company that hires more than 10% of its staff must be seriously fined. Is it difficult to do? Too easy.
Identity Attack0.11512129
Insult0.089778624
Profanity0.027273865
Threat0.0075083673
Severe Toxicity0.0046157837
Low Tox 0.19124292 Constructive 0.657
Oct 1, 2025 1 likes IRCC Names India in Study …
It's almost like every rich Western country is sponsoring their own specific 3rd world race/ethnicity. The USA it is latinos. Europe it is Muslims. Canada it is Indians. It also seems like this entire thing …
It's almost like every rich Western country is sponsoring their own specific 3rd world race/ethnicity. The USA it is latinos. Europe it is Muslims. Canada it is Indians. It also seems like this entire thing has been orchestrated by world governments as a collective, against the people's wishes.
Identity Attack0.23467018
Insult0.039151907
Profanity0.017982552
Threat0.007262398
Severe Toxicity0.0044441223
Low Tox 0.19029272 Moderate Con 0.331
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
What do you suspect mass immigration equals mass crime my thanks to the liberal government never will I vote for the liberals again. They are ruining Canada . Prices have risen with no end in …
What do you suspect mass immigration equals mass crime my thanks to the liberal government never will I vote for the liberals again. They are ruining Canada . Prices have risen with no end in sight and yet immigration gets housing and money from the government, while seniors get a small pension young people with children are struggling. The government has lost its priorities giving our tax dollars away. Mark Carney is not a politician. He’s a banker. The liberals have to go.
Identity Attack0.084182754
Insult0.08212569
Profanity0.012687869
Threat0.00899713
Severe Toxicity0.00333786
Low Tox 0.19029272 Constructive 0.601 Policy_Critique
Feb 19, 2026 1 likes Canadian immigration officers investigating hundreds …
There is a cheating from the Quebec government. Stop pushing people out of the door overnight
There is a cheating from the Quebec government. Stop pushing people out of the door overnight
Identity Attack0.024600167
Insult0.110259406
Profanity0.017162729
Threat0.0076507707
Severe Toxicity0.0028800964
Low Tox 0.19029272 Low Con 0.277
Nov 21, 2025 Quebec Ends Economic Immigration Program …
It's completely destroying the Canadian youth employment, aswell. Corporations are being incentivized by the Canadian government to hire temporary foreign workers so our youth unemployment rates have gone up to 15%+. Walk into a McDonald's, …
It's completely destroying the Canadian youth employment, aswell. Corporations are being incentivized by the Canadian government to hire temporary foreign workers so our youth unemployment rates have gone up to 15%+. Walk into a McDonald's, Taco Bell, Tim Hortons, etc, and you'll see nothing but Indians or Bangladeshis who barely speak English. In small towns you don't really see this, but in any major city like Vancouver or GTA you will.
Identity Attack0.20878418
Insult0.057890166
Profanity0.015079016
Threat0.008764107
Severe Toxicity0.004310608
Low Tox 0.19029272 Constructive 0.618 Economic_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Why do you think the Ugandan government told them to kick rocks! What they do is what they do everywhere! They don't assimilate!
Why do you think the Ugandan government told them to kick rocks! What they do is what they do everywhere! They don't assimilate!
Identity Attack0.10221587
Insult0.054962315
Profanity0.026180768
Threat0.033386398
Severe Toxicity0.005722046
Low Tox 0.1883923 Low Con 0.225 Identity_Assertion
Dec 30, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
There was a group of middle eastern men at a local gas station a few years ago, and they were getting loud and rude with one of the locals (smaller town,) They weren't long finding …
There was a group of middle eastern men at a local gas station a few years ago, and they were getting loud and rude with one of the locals (smaller town,) They weren't long finding somewhere else to be when the local guy made a call and twenty plus guys showed up and advised these men that they were outnumbered and might want to remember that in the future, As they were leaving one of them said, you'll find out when we are the majority in this country. They don't want integration, they want to conquer the country and bring in sharia law and their religion based government.
Identity Attack0.10221587
Insult0.08434689
Profanity0.043916557
Threat0.011482717
Severe Toxicity0.005607605
Low Tox 0.1883923 Constructive 0.591 Unverified_Claim
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
See the thing is cultural shock... First of all the sikhs come from a very conservatives cultural and so in cannada the britishers and french settler earlier so their will be a cultural shock... And …
See the thing is cultural shock... First of all the sikhs come from a very conservatives cultural and so in cannada the britishers and french settler earlier so their will be a cultural shock... And , The main point is the Sikh genocide , so particuarally in 1980's their was a fight between Indian government and radical sikh group to make another own country. So in the civil war our government launched Operation Blue Star in this the holyiest place the Golden temple for sikhs was attacked by Indian army and killed the main terrosist and somehow the main part of Golden Templen was burn.. So then the Sikhs were very government. Then, our prime minister Indhira Ghandhi was assisinate by their sikh body guard and then bcz she was very influencial person, people started riots and revoluting again the Sikhs , like in the main cities like the capital New Delhi people throw stones and boycott the Sikhs and the goverment stop funding their state PUNJAB so their was low job oppurnities and they economically.. So a mass migeration movement happen that every sikh families were moving in Cannada for good quality of Life....
Identity Attack0.20878418
Insult0.06477321
Profanity0.023584666
Threat0.02924249
Severe Toxicity0.0064468384
Low Tox 0.1883923 Constructive 0.686
Oct 27, 2025 Inside Canada's Indian Metropolis (Brampton)
They come here and spend as little money as possible, live 5 families to one house, buy property to rent to their own at cheap prices and straight up say in the ads that only …
They come here and spend as little money as possible, live 5 families to one house, buy property to rent to their own at cheap prices and straight up say in the ads that only Indians accepted. They send any extra money they make back home. They are literally taking over and our government is allowing it. How is this good for our economy?
Identity Attack0.18468912
Insult0.061976057
Profanity0.017572641
Threat0.006977591
Severe Toxicity0.004673004
Low Tox 0.18744208 Moderate Con 0.457 Unverified_Claim
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
These Indian came to Canada not by force but by Canadian government approval so what’s wrong for Indian being in Canada now ?
These Indian came to Canada not by force but by Canadian government approval so what’s wrong for Indian being in Canada now ?
Identity Attack0.23770751
Insult0.047349896
Profanity0.016103793
Threat0.006738094
Severe Toxicity0.0041007996
Low Tox 0.18554166 Low Con 0.287
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...
How can Canadians be suffering so much and vote the people who did it to them right back in office? There is a disconnect between government policy and quality of life in the minds of …
How can Canadians be suffering so much and vote the people who did it to them right back in office? There is a disconnect between government policy and quality of life in the minds of Canadians. Also, it appears anti-Americanism and Trump hatred is more important than their quality of life.
Identity Attack0.11163961
Insult0.076502606
Profanity0.011458136
Threat0.0069646453
Severe Toxicity0.0030517578
Low Tox 0.18554166 Moderate Con 0.499
Aug 26, 2025 Why Canadians Are Turning Against …
Immigrants are not aliens, they are legal immigrants. On the other side, original Canadians are to be blame for their low birth rate, due to which government hasn't any choice but to have foreigners to …
Immigrants are not aliens, they are legal immigrants. On the other side, original Canadians are to be blame for their low birth rate, due to which government hasn't any choice but to have foreigners to run the businesses and dialy life course. The low birth rate is real issue. If the people of Canada didn't focus on this, sooner or later foreigners will overtake Canada. And of course when immigrants comes, surely they will bring their culture and living style too. Asking them to adopt Candian culture from the first day is senseless. There is no point of blaming immigrants for overtaking Canada.
Identity Attack0.18158256
Insult0.06582214
Profanity0.017709278
Threat0.007353018
Severe Toxicity0.0044059753
Low Tox 0.18459146 Constructive 0.573 Policy_Critique
Sep 27, 2025 1 likes Why Canadians Are Turning Against …
Too conservative??! Lol, more like too liberal and woke in our government.
Too conservative??! Lol, more like too liberal and woke in our government.
Identity Attack0.0233943
Insult0.08459369
Profanity0.02836696
Threat0.007081157
Severe Toxicity0.0032043457
Low Tox 0.18459146 Low Con 0.216
Aug 25, 2025 Why Canadians Are Turning Against …
Blame the government
Blame the government
Identity Attack0.04641757
Insult0.05203446
Profanity0.037403382
Threat0.024753258
Severe Toxicity0.0046920776
Low Tox 0.18269104 Low Con 0.286
Nov 10, 2025 Inside Canada's Indian Metropolis (Brampton)
Government literally allowing India to take over. Unbelievable
Government literally allowing India to take over. Unbelievable
Identity Attack0.15303208
Insult0.061976057
Profanity0.027273865
Threat0.0104988385
Severe Toxicity0.005340576
Low Tox 0.18269104 Low Con 0.18 Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
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...

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.