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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: "This has to stop!!! I …" 863 comments · Page 26 of 35
Stop voting liberal and NDP
Stop voting liberal and NDP
Identity Attack0.062039822
Insult0.061276767
Profanity0.017709278
Threat0.00866054
Severe Toxicity0.0037193298
Low Tox 0.15158679 Low Con 0.241 Call_To_Action
Feb 4, 2026 2 likes Inside Canada's Indian Metropolis (Brampton)
We need to stop these human rights activist to get back into the territory, applying resources to liberal judges to allow the abuse to continue
We need to stop these human rights activist to get back into the territory, applying resources to liberal judges to allow the abuse to continue
Identity Attack0.052035484
Insult0.056133457
Profanity0.01764096
Threat0.017674083
Severe Toxicity0.0032234192
Low Tox 0.15158679 Low Con 0.186 Fear_Threat
Feb 24, 2026 1 likes 'We do know that there's …
Appluses for hearing one side of the story. Care to hear the perspective of an Indian Immigrant in Canada? Then read on. I believe most people are barking up the wrong tree. As a legal …
Appluses for hearing one side of the story. Care to hear the perspective of an Indian Immigrant in Canada? Then read on. I believe most people are barking up the wrong tree. As a legal immigrant who migrated here with a nuclear family only on merit, I believe I earn the privilege to voice my thoughts here. First of all, rather than blaming the hoards of Indian immigrants, why don't anyone ask questions to the people who allowed it? Why not ask the politicians who vetoed it? Why not ask the police who is not able to stop reckless drivers? Why not ask the minister's who allow hospitals to run under staffed? USA has a massive Indian diaspora. But they are mostly IT workers and CEOs and Doctors. So who was at mistake of bringing illiterate, uncouth Indians to Canada? After earning all the required merit, and paying as much taxes from my family that is equivalent to minimum wages of at least 4 people, it hurts me to see undeserving people taking benefits of the system, while we get the short end. No one seemed too concerned when Indian students brought in so much money and revived some dead economies. No one blamed thousands of Punjabi businesses bringing in dollars into the economy. India, with its 150 billion people has s#!to eaters and people who can buy out Canada. You only see the bad. Press the government to bring in good people. Doctors, engineers, lawyers, scientists, business people, who will add value to the country and generate you jobs and salaries and grow this country. Not cooks and drivers only. Khalistan and Pro-BJP factions are both bad outside India. They all should go back and let the peace loving Indians and Canadians live here in peace. I don't hate anyone, but just the people who make my home country and me look bad. We ain't that bad after all.
Identity Attack0.105836816
Insult0.05262003
Profanity0.016172111
Threat0.007909686
Severe Toxicity0.0029945374
Low Tox 0.15158679 Constructive 0.821 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Canadas standard of living is now below the UK and the UK is failing badly. We must stop this mass immigration.
Canadas standard of living is now below the UK and the UK is failing badly. We must stop this mass immigration.
Identity Attack0.10221587
Insult0.042665333
Profanity0.012107162
Threat0.008090926
Severe Toxicity0.003376007
Low Tox 0.15158679 Moderate Con 0.474
Nov 24, 2025 Quebec Ends Economic Immigration Program …
Please pin this comment Tyler, please go back and do a whole series about the Trucking Scandal 1. Please search the tragic Humboldt crash. The driver failed to read a stop sign 2. You actually …
Please pin this comment Tyler, please go back and do a whole series about the Trucking Scandal 1. Please search the tragic Humboldt crash. The driver failed to read a stop sign 2. You actually ended up speaking with a possible "mule" who again is there "temporarily" 3. Please look up the free documentary CBC put out in regards to the E Indian community "handing out" commercial driving licenses 4. Please search all the recent arrests inbound and outbound Detroit and Port Huron borders. 98% east Indian and the names are always written in the articles. These are facts 5. The "mules" get a slap on the wrist for the contraband and end up getting deported 6. The company starts the process again and claims they know nothing 7. Their company owners all drive exotic vehicles and fancy homes Please look into this, it's been happening for years and years
Identity Attack0.024198212
Insult0.071750276
Profanity0.024199532
Threat0.0101363575
Severe Toxicity0.0039863586
Low Tox 0.15103401 Constructive 0.747 Call_To_Action
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Indians are generally good people some might have issues but hey no one ain't perfect. Now the issue is I prefer migrants to assimilate e.g. I am a japanese migrant in canada so I decided …
Indians are generally good people some might have issues but hey no one ain't perfect. Now the issue is I prefer migrants to assimilate e.g. I am a japanese migrant in canada so I decided to do things to be canadian speak English, Go skiing and live like everyone else Not building my own japan town or whatever. Also the second issue is Mass migration because these people once they come they start promoting it back home so more people come so it pretty much a point of no return. Also using the canada for a stop over for usa is very weird reason but don't do that that just sets a bad example to your people
Identity Attack0.12556632
Insult0.037980765
Profanity0.03840541
Threat0.0077025536
Severe Toxicity0.004673004
Low Tox 0.147767 Constructive 0.717
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
They opened the flood gates and they’ve never stop coming. We as true Canadians do not want to be a minority in our own country. We need to protect our culture. Wanting Canada to stay …
They opened the flood gates and they’ve never stop coming. We as true Canadians do not want to be a minority in our own country. We need to protect our culture. Wanting Canada to stay Canadian is not racist. It should also be absolutely prohibited that non-Canadian born citizens become RCMP officers. The audacity to go to another country and police it’s citizens is outrageous.
Identity Attack0.10235514
Insult0.05144889
Profanity0.013131939
Threat0.00814271
Severe Toxicity0.0038719177
Low Tox 0.147767 Moderate Con 0.483 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
The old Dutch guy in the interview was right. When my father applied to bring us to Canada, we went through many tests and procedures, police checks from back home, and even from the FBI …
The old Dutch guy in the interview was right. When my father applied to bring us to Canada, we went through many tests and procedures, police checks from back home, and even from the FBI to prove we had never been to North America and the process lasted almost a year and a half. No money was given to our family, my dad was working our step mother was working; but now all these immigrants get in quick and free. I have a friend that works for a bank and he tells me people who can't even speak English or French show up and deposit government cheques for 30 or 40 thousand dollars. What about Canadians born and raised here, some need help, they don't get big cheques. There has to be a stop to all this influx of people coming from other countries who have it really easy once they're here, thanks to the government. I'm not anti-immigration, as I'm an immigrant myself, but this BS has to stop.
Identity Attack0.1007269
Insult0.06477321
Profanity0.027000591
Threat0.0082074385
Severe Toxicity0.0038146973
Low Tox 0.1460314 Constructive 0.823 Personal_Narrative
Sep 20, 2025 5 likes Inside Canada's Indian Metropolis (Brampton)
Albertabs proud canadians.. Never want stay with USA agents like ukeaine president. This video spreads only hatread. The only issue is asylum seekers, int students bring millions to canadian e onomy. Stop asylum... Ukraine mainly …
Albertabs proud canadians.. Never want stay with USA agents like ukeaine president. This video spreads only hatread. The only issue is asylum seekers, int students bring millions to canadian e onomy. Stop asylum... Ukraine mainly using asylum...
Identity Attack0.08087392
Insult0.047349896
Profanity0.013268576
Threat0.007832011
Severe Toxicity0.0028419495
Low Tox 0.1460314 Moderate Con 0.42 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
It sad bro. I grew up in Brampton. All the kids had different backgrounds. No problems. But as I got older around end of highschool early uni it's just became all Indians and it just …
It sad bro. I grew up in Brampton. All the kids had different backgrounds. No problems. But as I got older around end of highschool early uni it's just became all Indians and it just never stopped
Identity Attack0.15303208
Insult0.030595649
Profanity0.04366605
Threat0.007637825
Severe Toxicity0.0050354004
Low Tox 0.1460314 Constructive 0.608 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Same thing happening in Australia. And the driving 🤦‍♀️😂 I had a lady slam her brakes on in the middle of a busy road, and just stop. I was beside her at the stop lights …
Same thing happening in Australia. And the driving 🤦‍♀️😂 I had a lady slam her brakes on in the middle of a busy road, and just stop. I was beside her at the stop lights and asked her what she was doing as she nearly caused an accident.. she said, “you drive your way and I’ll drive my way”.. I tried to highlight the road rules in this country and she started to abuse me 😂
Identity Attack0.04925346
Insult0.032028005
Profanity0.044668075
Threat0.043955702
Severe Toxicity0.005340576
Low Tox 0.14429577 Constructive 0.618 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Just impose harsh fines for lacking civic sense and breaking laws. Good source of revenue for all levels of government. And after some expensive fines, behavior will be corrected. Also STOP protecting criminals.
Just impose harsh fines for lacking civic sense and breaking laws. Good source of revenue for all levels of government. And after some expensive fines, behavior will be corrected. Also STOP protecting criminals.
Identity Attack0.0056236745
Insult0.077136256
Profanity0.012858666
Threat0.0130621
Severe Toxicity0.0023460388
Low Tox 0.14429577 Moderate Con 0.32 Policy_Critique
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Canada should help their people and stop worrying about other countries If Canada wants to stop these people from coming to Canada then Canada should put money on cellphones and anyone with family in another …
Canada should help their people and stop worrying about other countries If Canada wants to stop these people from coming to Canada then Canada should put money on cellphones and anyone with family in another country has to pay more tax The reason people from other countries are in Canada is so canadians make money off selling things to them Not to remove them They pay tax so we have services and Canada helps Canadians Canadians are not helping canadians They're using foreigners as an excuse for them to not help canadians and making us lose money
Identity Attack0.10221587
Insult0.06250052
Profanity0.017299367
Threat0.0076766624
Severe Toxicity0.0038337708
Low Tox 0.14256015 Moderate Con 0.389
Dec 30, 2025 1 likes Deportations From Canada at Their …
Our families have been here from India since 1887 in Canada. Our parents came here 1965. We suffered racism and pathed the way for the newcomers. The difference is that our parents came the right …
Our families have been here from India since 1887 in Canada. Our parents came here 1965. We suffered racism and pathed the way for the newcomers. The difference is that our parents came the right way with a sponsorship. These newcomers think they are better than us. We couldn't afford a car for years. These newcomers are rolling in sports cars as soon as they land. They haven't suffered hardship like we did here. Please don't put us on the same level as them. I know some that have come here and really worked their way up to adapt here. The government needs to stop giving out free handouts to the ones that are abusing our country.
Identity Attack0.1007269
Insult0.0623257
Profanity0.017231047
Threat0.00789674
Severe Toxicity0.0036621094
Low Tox 0.14256015 Constructive 0.77
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
They're stopping economic immigration, but why aren't they stopping Fake Asylum? Legal immigration stuffers while fraud prevails?
They're stopping economic immigration, but why aren't they stopping Fake Asylum? Legal immigration stuffers while fraud prevails?
Identity Attack0.05794714
Insult0.047935467
Profanity0.014293353
Threat0.0072882893
Severe Toxicity0.0025749207
Low Tox 0.14082454 Moderate Con 0.328 Policy_Critique
Nov 20, 2025 7 likes Quebec Ends Economic Immigration Program …
I actually like Indian folks, but there are simply too many of them in western countries and there is no sign of the flood stopping, there is essentially an infinite amount of them. In the …
I actually like Indian folks, but there are simply too many of them in western countries and there is no sign of the flood stopping, there is essentially an infinite amount of them. In the US they have become the second-largest immigrant group in many states. Big business/globalists like them for cheap labor and demographic change, and their fellow Indians of course support them out of ethnic/cultural loyalty. Canada with its small population has been completely overrun in just a handful of years by both them and the Chinese. Same thing in Australia.
Identity Attack0.11396073
Insult0.045007613
Profanity0.021808386
Threat0.0077672824
Severe Toxicity0.003452301
Low Tox 0.14082454 Constructive 0.581 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I don't see this as a social problem, Canadians are from everywhere, we are not inherently racist because we are voicing the mess Canada is turning into. It's a Political problem. The last governments have …
I don't see this as a social problem, Canadians are from everywhere, we are not inherently racist because we are voicing the mess Canada is turning into. It's a Political problem. The last governments have quietly opened up immigration without providing infrastructure to support them. Taxpayers dollars have been dolled out for new immigrant's housing and living. This is akin to welfare in that there is no incentive to begin to work and make your own life when the federal government is supporting them with our tax dollars...and first generation Canadians are afraid to speak up for fear of sounding racist. Ridiculous. This has to stop and change. I'm planning on leaving. It's headed for disaster. I see the light.
Identity Attack0.10221587
Insult0.060752302
Profanity0.018119188
Threat0.0071847234
Severe Toxicity0.0035095215
Low Tox 0.1373533 Constructive 0.723 Policy_Critique
Sep 14, 2025 1 likes Why Canadians Are Turning Against …
Ppl are saying its gonna take a civil war to stop the immigration. Trump please takeover canada
Ppl are saying its gonna take a civil war to stop the immigration. Trump please takeover canada
Identity Attack0.06613251
Insult0.023866551
Profanity0.013131939
Threat0.053330876
Severe Toxicity0.0040626526
Low Tox 0.13561769 Low Con 0.238 Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Stop calling them refugees. All men, in their 20s to 40s. They’re soldiers, ready to take over.
Stop calling them refugees. All men, in their 20s to 40s. They’re soldiers, ready to take over.
Identity Attack0.078392304
Insult0.032909457
Profanity0.015318131
Threat0.012906751
Severe Toxicity0.0031852722
Low Tox 0.13561769 Low Con 0.257
Nov 20, 2025 Thousands of refugees allowed into …
If you made it to a nation not at war from a nation at war or not at war. You stop. You keep going, your taking a trip!!! Your are tourist!!!!
If you made it to a nation not at war from a nation at war or not at war. You stop. You keep going, your taking a trip!!! Your are tourist!!!!
Identity Attack0.014350293
Insult0.060927123
Profanity0.017367685
Threat0.0086087575
Severe Toxicity0.003643036
Low Tox 0.13388206 Low Con 0.197
Dec 26, 2025 Deportations From Canada at Their …
The globalist WON... it is now IMPOSSIBLE for the global landmass formally known as "canada" to recover. These people will out breed us 4 to 1 AT LEAST. Even if the invasion was to be …
The globalist WON... it is now IMPOSSIBLE for the global landmass formally known as "canada" to recover. These people will out breed us 4 to 1 AT LEAST. Even if the invasion was to be stopped IF the liberals lose in 4 years it's too late. The worlds second largest country will be occupied and owned by the worlds 1st and 2nd largest populations... india and china. The irony of "canada" which has worlds largest untapped resources of oil, natural gas, minerals, forestry, tourism being in the hands of INDIA AND CHINA is laughable. The liberals/ndp/globalist have zero foresight, literally zero! India and china will rape this land and it's people, they will drain Lake Louise just for lost coins. If the natives think they will abide by some land treaty they are kidding themselves. 10 MILLION invaders per YEAR is nothing for these 2 countries. CANADA IS DESTROYED, IT'S ONLY A MATTER OF TIME.
Identity Attack0.04564415
Insult0.0638991
Profanity0.017162729
Threat0.008414571
Severe Toxicity0.0038337708
Low Tox 0.13388206 Moderate Con 0.318 Fear_Threat
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
We need to stop being so naive about mass immigration, yes, the "racists" were 100% correct.
We need to stop being so naive about mass immigration, yes, the "racists" were 100% correct.
Identity Attack0.030951079
Insult0.043952078
Profanity0.000049512324
Threat0.00020219883
Severe Toxicity0.000004228455
Low Tox 0.1320546 Fear_Threat
Dec 7, 2025 1 likes
As an Indian living in India, I’d say it was your country’s government’s problem and mistake, similar to what the UK is doing now. Aside from government or policies, Indians immigrating to Canada is something …
As an Indian living in India, I’d say it was your country’s government’s problem and mistake, similar to what the UK is doing now. Aside from government or policies, Indians immigrating to Canada is something that dates back to the British era, when Britain sent a group of Indians, specifically Sikhs, for security or labor work in Canada. This started the trend of Sikhs (turban-wearing ones) moving there. In modern times, the West was richer in terms of education and infra compared to Asia, which attracted many normal students and families immigrants also. Canada and America were built by immigrants, but now things are saturated, which I understand, and that’s where the resentment comes from. The majority Sikh state ( punjab) in India is still behind in development and job wise cooperation, and the historical pattern from the British era of moving to Canada for a better life has become a norm for many young people there. The close, collaborative nature of Sikhs—like a cousin in Canada inviting another cousin from India to come over, open a shop, work together, or share housing—is another reason many don’t hesitate to immigrate. These are some of the reasons behind mass immigration from India. Now, with saturation, the resentment toward immigration has grown. India itself faces issues with immigrants who live off our taxes, take rights meant for native children, and abuse policies, laws, or the environment. At least Canada has better-off immigrants—educated and contributing to the economy. While some may depend on taxes, most are hardworking and self-sufficient; otherwise, Canada’s economy would have collapsed by now. In end i can understand the hatred but you guys should stop this yourselves - not hunting them but prevent more.
Identity Attack0.11280017
Insult0.047935467
Profanity0.017504321
Threat0.0074048014
Severe Toxicity0.0031280518
Low Tox 0.13041082 Constructive 0.817 Comparative_Framing
Dec 19, 2025 Inside Canada's Indian Metropolis (Brampton)
came to Canada 40 years ago. I’ve lived both sides of the coin — dignity and opportunity, but also racism. Telling immigrants to ‘leave their values and cultures’ is wrong. What makes Canada strong is …
came to Canada 40 years ago. I’ve lived both sides of the coin — dignity and opportunity, but also racism. Telling immigrants to ‘leave their values and cultures’ is wrong. What makes Canada strong is multiculturalism: we bring our values, humanity, and traditions, and we mix them with Canadian society. That doesn’t divide us — it makes us Canadian. Stop spreading racism by saying culture doesn’t belong here. You can be Canadian and bring your culture, that’s what multiculturalism means.
Identity Attack0.099899694
Insult0.053205602
Profanity0.016103793
Threat0.006809296
Severe Toxicity0.0029945374
Low Tox 0.13041082 Constructive 0.765 Personal_Narrative
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
STOP USING words like "INVASION"
STOP USING words like "INVASION"
Identity Attack0.032753747
Insult0.02373764
Profanity0.028640235
Threat0.011249693
Severe Toxicity0.0059509277
Low Tox 0.13041082 Low Con 0.161 Call_To_Action
Jan 28, 2026 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.