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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: "Why mass immigration is from …" 192 comments · Page 5 of 8
Mass immigration is a horrible thing. It ruins culture and countries. Failed countries need to be held accountable for their failures. Their homelands need to take care of their people. Too many people come to …
Mass immigration is a horrible thing. It ruins culture and countries. Failed countries need to be held accountable for their failures. Their homelands need to take care of their people. Too many people come to the US and probably Canada definitely the UK. They get there and then expect the country to conform to them and their culture and that’s not right. People that move to different countries need to conform to that country and shouldn’t be allowed to be a citizen if they can’t speak, read and write that countries language proficiently.
Identity Attack0.1294935
Insult0.0818789
Profanity0.02433617
Threat0.00866054
Severe Toxicity0.005455017
Low Tox 0.20149297 Constructive 0.513 Fear_Threat
Feb 6, 2026 Inside Canada's Indian Invasion...
I’m from Canada originally, a big city on the west side, and growing up the mass migration became a huge issue. There were immigrants from Middle East establishing and taking over whole sections of the …
I’m from Canada originally, a big city on the west side, and growing up the mass migration became a huge issue. There were immigrants from Middle East establishing and taking over whole sections of the city with mosques, their food, shops. That would all be fine but the issue is the cultural mentality that was being imported. My high school was filled with young men. Some of them over 20 but attending my high school and hanging out with young girls. They would establish gangs and get into fights. There was multiple stabbings at that school. At the time I dated men from Pakistan for a while and they would throw trash on the ground out the window, have parties with young girls constantly, get into fights, street race, and just generally be belligerent.
Identity Attack0.23998553
Insult0.07967083
Profanity0.032894265
Threat0.02440793
Severe Toxicity0.008430481
Low Tox 0.20126031 Constructive 0.7 Personal_Narrative
Feb 24, 2026 Inside Canada's Indian Invasion...
As an Indian who's living in india never went to Canada even once this should be the responsibility of the government don't promote mass immigration govt should take a stand against these people if they …
As an Indian who's living in india never went to Canada even once this should be the responsibility of the government don't promote mass immigration govt should take a stand against these people if they are not paying taxes not working properly not following rules etc it's your govt and Canadian people's responsibility but in the recent Times I've never seen the worst canadian govt till date its really bad you guys should do something about your govt they are not in good trade relations with anyone around the world recent example usa
Identity Attack0.10221587
Insult0.107333586
Profanity0.029460056
Threat0.008686432
Severe Toxicity0.005493164
Low Tox 0.20102765 Constructive 0.595 Policy_Critique
Oct 25, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Please stop mass immigration. The Canadian immigrants of today are not the ones of the 90's and early 2000's they come with no intention of assimilating into Canadian culture. Till that changes, we need to …
Please stop mass immigration. The Canadian immigrants of today are not the ones of the 90's and early 2000's they come with no intention of assimilating into Canadian culture. Till that changes, we need to tighten our borders, especially to foreign students from the Middle East and south asia who are abusing our system.
Identity Attack0.23694818
Insult0.06529768
Profanity0.013644327
Threat0.008556974
Severe Toxicity0.0045204163
Low Tox 0.20102765 Constructive 0.523 Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
It wasnt Canada that broke mmigration, it was done deliberate policy by trudeau liberals and has not stopped with the placement of trudeau 2.0 Carney. It is a deliberate strategy by a group loyal to …
It wasnt Canada that broke mmigration, it was done deliberate policy by trudeau liberals and has not stopped with the placement of trudeau 2.0 Carney. It is a deliberate strategy by a group loyal to unelected billionaires of the WEF. It is a gl9balist ideology that hates democracy, hates the middleclass and wants to create a new feudalism. It was aided and enabled by complicit legacy media that kept silent fir a decade by omitting to report, under reporting what was happening and the issues mass unvetted immigration of ppl without Canadian values, who hate western democracies was creating.
Identity Attack0.04435511
Insult0.14331897
Profanity0.022764845
Threat0.00823333
Severe Toxicity0.004501343
Low Tox 0.20009702 Moderate Con 0.355 Unverified_Claim
Jun 20, 2025 1 likes How Canada broke its immigration …
The truth is, the very characteristic that made Canada so loved internationally is being used against us. A country should under NO CIRCUMSTANCE CHANGE THEIR WAYS/CULTURE TO MAKE ANY IMMIGRANT/MIGRANT/ASYLUM SEEKER MORE "COMFORTABLE". Sad to …
The truth is, the very characteristic that made Canada so loved internationally is being used against us. A country should under NO CIRCUMSTANCE CHANGE THEIR WAYS/CULTURE TO MAKE ANY IMMIGRANT/MIGRANT/ASYLUM SEEKER MORE "COMFORTABLE". Sad to say this but Canada is too "kind" and too liberal for it's own good. They essentially would have a rabid animal gnawing at their leg but would not try to stop it because the animal maybe "scared" or "hungry" or don't want to hurt it's feeling or something. If Canadians do no protect it's values and culture by restricting and massively reducing integration and not hesitating to deport criminal immigrants, the very soul and identity of this beautiful country will be gone FOREVER (some would already say that already happened)!! That's why I respect Poland so much, they said NO to mass migration by way of asylum seekers, regardless of the backlash from the EU, but that's why unlike those other countries that did the mass migration, Poland remains one of if not the safest European country and best of all, KEPT THEIR IDENTITY!!!
Identity Attack0.07508347
Insult0.10148193
Profanity0.028503597
Threat0.012181788
Severe Toxicity0.0063323975
Low Tox 0.19939905 Constructive 0.664 Identity_Assertion
Aug 26, 2025 Why Canadians Are Turning Against …
CLOSE FOREIGN IMMIGRATION OFFICES, START MASS REMIGRATION!!!!
CLOSE FOREIGN IMMIGRATION OFFICES, START MASS REMIGRATION!!!!
Identity Attack0.14875233
Insult0.03312982
Profanity0.013883443
Threat0.011430934
Severe Toxicity0.0075912476
Low Tox 0.19599396 Low Con 0.099
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
there are almost 3.5 millions to be deported. At this pace, you cant even able to do anything. too late. Canada is already destroyed by mass immigration. freeze bank accounts and charge deportation expenses and …
there are almost 3.5 millions to be deported. At this pace, you cant even able to do anything. too late. Canada is already destroyed by mass immigration. freeze bank accounts and charge deportation expenses and penalty, if illegals not leaving themself.
Identity Attack0.1508922
Insult0.061276767
Profanity0.013712646
Threat0.018364733
Severe Toxicity0.0048065186
Low Tox 0.19314334 Moderate Con 0.395
Dec 28, 2025 1 likes Deportations From Canada at Their …
STOP’’MASS IMMIGRATION’’ NOW!!—-Only individual INDIVIDUAL IMMIGRATION OF INDIVIDUALS WHO QUALIFY TO BE A MEMBER OF OUR NATION -A PRIVILEGE!!!!
STOP’’MASS IMMIGRATION’’ NOW!!—-Only individual INDIVIDUAL IMMIGRATION OF INDIVIDUALS WHO QUALIFY TO BE A MEMBER OF OUR NATION -A PRIVILEGE!!!!
Identity Attack0.11976352
Insult0.03423163
Profanity0.012722028
Threat0.008440462
Severe Toxicity0.0063705444
Low Tox 0.19314334 Low Con 0.248
Dec 28, 2025 Deportations From Canada at Their …
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 …
New Zealand also has mass immigration from India. It needs to stop.
New Zealand also has mass immigration from India. It needs to stop.
Identity Attack0.21470967
Insult0.033019636
Profanity0.017367685
Threat0.008013252
Severe Toxicity0.0050354004
Low Tox 0.18364124 Low Con 0.266 Comparative_Framing
Feb 7, 2026 Inside Canada's Indian Invasion...
1) Canadian politicians are running a Ponzi scheme - just keep bringing in more foreigners to pay for everybody else they already brought in 2) This immigration game was started after DeGaulle sparked Quebec separatism, …
1) Canadian politicians are running a Ponzi scheme - just keep bringing in more foreigners to pay for everybody else they already brought in 2) This immigration game was started after DeGaulle sparked Quebec separatism, and neither Ottawa nor Washington knew how to deal with this, other than to mass-import lots of foreigners in order to dilute the Anglo-French divide that was quickly turning toxic. Washington was not going to allow a new country to form on its northern frontier, potentially creating a new geopolitical fault line which could be exploited by the Soviet bloc. Therefore all the stops would be pulled out to rearrange the demographics of the suddenly fragile Canada. 3) This immigration game is just a human trafficking operation. Canada itself has been reduced to a human trafficking operation, originally to counter Quebec separatism, and then later the politicians just plain got addicted to importing new voters, rather than solving the problems of existing voters through good governance. 4) We're all up the creek without a paddle. Neither do I have any solutions to the current mess, nor do the people who made this video have any solutions. It's now like the weather - we can complain about it, but can't change it. Maybe Trump can solve it by breaking up Canada and turning pieces of it into new American states. I know - it's blasphemy - but... 5) *_I too am of Indian heritage,_* and have been a Canadian for over half a century.
Identity Attack0.105836816
Insult0.075868964
Profanity0.024062896
Threat0.009644418
Severe Toxicity0.004119873
Low Tox 0.18079062 Constructive 0.573 Unverified_Claim
Oct 2, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
One thing that always surprises me is that a lot of immigrants actually don't like mass immigration. I worked with a polish lady who complained more than anyone about the amount of polish people. I've …
One thing that always surprises me is that a lot of immigrants actually don't like mass immigration. I worked with a polish lady who complained more than anyone about the amount of polish people. I've met a lot of Turkish people and a few of them weren't best pleased with the amount of turkish people, and in this video an Indian man says there's too much of it too. Its not an uncommon sentiment among immigrants that they specifically came here for a change in culture, only for it to follow them here. Specifically surrounding politics, a lot of them leave because of the politics where they were, only to find its just as much of a problem here because so many bring those problems over with them rather than leaving them behind. Just to clarify though while I think immigration is obviously a big problem in its current state, I'm not at all against the idea of immigration in general. I care more about where people are going than where they're from. Its just very odd when you hear a strong accented polish lady walk passed complaining and swearing about all the polish people. I guess it does make sense though, if i imagine desperately wanting to leave home for Australia, it would obviously be disappointing to arrive after packing up my life savings to find out all of the people and all of the things were exactly the same as back home. Pretty sad when you think about it.
Identity Attack0.2127345
Insult0.054962315
Profanity0.07126612
Threat0.009981008
Severe Toxicity0.0062942505
Low Tox 0.17891699 Constructive 0.838 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Mass Migration is just as bad as Illegal Immigration. Never stop speaking the truth. Don't let the Wokies tell you otherwise. It's just common sense, statistics, real geopolitical based knowledge and basic reality.
Mass Migration is just as bad as Illegal Immigration. Never stop speaking the truth. Don't let the Wokies tell you otherwise. It's just common sense, statistics, real geopolitical based knowledge and basic reality.
Identity Attack0.10221587
Insult0.06858205
Profanity0.017094411
Threat0.0070034824
Severe Toxicity0.0032997131
Low Tox 0.17891699 Moderate Con 0.461 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
As a British Canadian living in the UK, I feel I'm stuck between a rock and a hard place, because both countries are being destroyed by liberal governments & mass immigration. 😮 Good video, exposing …
As a British Canadian living in the UK, I feel I'm stuck between a rock and a hard place, because both countries are being destroyed by liberal governments & mass immigration. 😮 Good video, exposing the truth.
Identity Attack0.10221587
Insult0.06424874
Profanity0.016616182
Threat0.011456826
Severe Toxicity0.004234314
Low Tox 0.17718399 Constructive 0.712 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
mass immigration should be stopped everywhere
mass immigration should be stopped everywhere
Identity Attack0.1294935
Insult0.02122384
Profanity0.023516348
Threat0.011689849
Severe Toxicity0.005760193
Low Tox 0.17371799 Low Con 0.204 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Do finger prints for all comers , don't give any exceptions. I waited to consult a hospital doctor for 15 months, Is this an advanced country? I was able to see a hospital doctor on …
Do finger prints for all comers , don't give any exceptions. I waited to consult a hospital doctor for 15 months, Is this an advanced country? I was able to see a hospital doctor on the same day in 1970's .....lol Stop mass immigration .
Identity Attack0.10221587
Insult0.05262003
Profanity0.01846078
Threat0.008090926
Severe Toxicity0.004272461
Low Tox 0.17111848 Constructive 0.53
Sep 28, 2025 1 likes IRCC Names India in Study …
You know, Brampton even before trudeau was becoming basically little India, and most Canadians just said whatever let them have it, we kinda accepted it. But after trudeau with mass immigration and them taking over …
You know, Brampton even before trudeau was becoming basically little India, and most Canadians just said whatever let them have it, we kinda accepted it. But after trudeau with mass immigration and them taking over other cities its when it became a little too much and started to take over canadian culture. I had a friend visit from the u.s for the very first time, and we did some sight seeing, you know going to places around ontario that tourists would check out, went to niagra falls for the first time in maybe 10 years man it changed. It was 90% Indian people. She noticed it right away but didnt say anything, i said a lot of indians huh? and she said yeah didnt think canada was like this. When you think Canada its always been mulicultural, you just think of all ethnicities and people of different cultures but at the end of the day everyone was Canadian and they assimilated. Now you dont think of a multicultural country you think of an indian country thats changing the canadian culture and way of life and not in a good way. Identity is being taken away and it needs to stop. Canada needs to take notes from Poland before its too late. Poland closed their doors and guess what? economy went up, crime rate went down, people are happier. Canada opened the doors, crime rate shot up, economy crashing, more homelessness then ever and so on. Not saying its specifically Indian people, its the amount coming in and how they adopt canadian culture but instead bring their culture and trye changing the country to fit them rather then fitting in with an already established country and culture.
Identity Attack0.06567776
Insult0.07935401
Profanity0.026590679
Threat0.007353018
Severe Toxicity0.004005432
Low Tox 0.15987846 Constructive 0.758
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
time to stop listening to the apoligists for mass immigrtion, and start listening to the people of Canada. Neo-liberal mass immigration policies have exploited Canadians support for immigration to implement such a broken, destructive immigration …
time to stop listening to the apoligists for mass immigrtion, and start listening to the people of Canada. Neo-liberal mass immigration policies have exploited Canadians support for immigration to implement such a broken, destructive immigration policy that Canadians support for immigration was exhausted and then inverted. This is entirely the fault of the mass immigration zealots who prioritized vast numbers over every rational consideration like housing capacity, healthcare capacity, community safety, and social cohesion, These policies have turned Canada from a society highly supportive of immigration into a society outraged by the utter failure of government to vett immigrants, remove criminals or plan to provide services that correlate with the number of immigrants.
Identity Attack0.06613251
Insult0.0811385
Profanity0.015010698
Threat0.008311004
Severe Toxicity0.0035095215
Low Tox 0.15987846 Constructive 0.599 Policy_Critique
Dec 30, 2025 1 likes Deportations From Canada at Their …
I'm no expert, but it's obvious that mass immigration is detrimental to any country. Years ago, Canada seemed like a dream country, but in the last few years, it looks like the homelessness, crime etc. …
I'm no expert, but it's obvious that mass immigration is detrimental to any country. Years ago, Canada seemed like a dream country, but in the last few years, it looks like the homelessness, crime etc. has increased and the housing prices are insane. I have a Sikh friend who lived there for about 5 years but moved back to India due to the high cost of living and quality of life there going downhill. He has a much better, low stress life back home. I think there should be stricter measures to immigration. For example: Let doctors, nurses, engineers, lawyers in more easily, but those that are coming as students and going to work as cashiers, should be limited.
Identity Attack0.10221587
Insult0.06921569
Profanity0.028913507
Threat0.007974415
Severe Toxicity0.0043296814
Low Tox 0.1587729 Constructive 0.826 Policy_Critique
Oct 17, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada is down now and mass immigration is the main reason. Time to deport millions of aliens. Yes senior Trudeau cut immigration when economy was down.
Canada is down now and mass immigration is the main reason. Time to deport millions of aliens. Yes senior Trudeau cut immigration when economy was down.
Identity Attack0.10221587
Insult0.043250903
Profanity0.012073003
Threat0.013579931
Severe Toxicity0.004005432
Low Tox 0.15822013 Moderate Con 0.446 Fear_Threat
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
Elon Musk speech at Tommy Robinson rally againts mass immigration : the REAL reason why democrats/lefties/ liberals BRING IN MASSIVE amount of immigrants so they can alter vote decision. They can't win with the average …
Elon Musk speech at Tommy Robinson rally againts mass immigration : the REAL reason why democrats/lefties/ liberals BRING IN MASSIVE amount of immigrants so they can alter vote decision. They can't win with the average people of the country so they need to buy in VOTES. The people of the country wont vote for them so they rig the votes with fake accounts and they need a lot of mass immigrants.
Identity Attack0.084182754
Insult0.061451588
Profanity0.01490822
Threat0.008013252
Severe Toxicity0.0031661987
Low Tox 0.15600902 Moderate Con 0.368
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I’m pretty sure we all miss the friendly Smiles people know you they waved you. They make sure you’re OK as they talk to you but now it’s rudeness everybody looking at their phones or …
I’m pretty sure we all miss the friendly Smiles people know you they waved you. They make sure you’re OK as they talk to you but now it’s rudeness everybody looking at their phones or texting nobody uses manners is very rare. I gotta thank you just for opening the door. We miss the true values of being happy technologies ruining us all this other stuff going on especially in mass migrations oh my God, you try to be nice. Sometimes you can’t hold it inside. We don’t feel like this ever but now we’re getting overrun by immigrants and the US president’s crazy trying to do tariffs well tell you Canadians are fed up now you just made us mad and you wonder why World War I in World War II were so effective with the Canadiens now you’re gonna find out how we fight back we’re gonna double tactics this time
Identity Attack0.053854458
Insult0.06407392
Profanity0.08355101
Threat0.009281937
Severe Toxicity0.006752014
Low Tox 0.15435068 Constructive 0.71 Fear_Threat
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Mass immigration is never a good thing.
Mass immigration is never a good thing.
Identity Attack0.10221587
Insult0.025542418
Profanity0.020578653
Threat0.008349842
Severe Toxicity0.0037956238
Low Tox 0.15324512 Low Con 0.258 Fear_Threat
Feb 26, 2026 Inside Canada's Indian Invasion...
*Canada’s Broken Uncontrolled Immigration & Action Plan to Save Canada* It’s no longer a Liberal or Conservative issue. If you have a job, you should worry. If you have children, you should worry for their …
*Canada’s Broken Uncontrolled Immigration & Action Plan to Save Canada* It’s no longer a Liberal or Conservative issue. If you have a job, you should worry. If you have children, you should worry for their future. If you want healthcare as you age, you should worry. Since 2015, uncontrolled, open-border immigration policies have left Canada’s housing, healthcare, and education systems crumbling before our eyes. People are dying in ERs while waiting for care—our systems are overwhelmed, some perhaps exploited. Teachers can’t keep up with soaring ESL demands. Our children can no longer dream of owning their own homes some day. Our infrastructure is broken—in healthcare, housing, education, and employment. Liberals, Conservatives, even the NDP all agree. It’s time to unite: shut down our borders, deport illegal immigrants in massive numbers, and restore Canada as a safe, calm, and peaceful nation. *Write to your MPs—whether Liberal, Conservative, or NDP to stop mass immigration and deport illegal immigrants. Eventually, they will all have to listen.*
Identity Attack0.09245483
Insult0.05086332
Profanity0.03239325
Threat0.010680079
Severe Toxicity0.004348755
Low Tox 0.15324512 Constructive 0.655 Fear_Threat
Mar 1, 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.