Skip to content
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

click to expand

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 #}

Comment Explorer

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "It was NOT the economy, …" 266 comments · Page 4 of 11
4:34 - this is because Indias economy is booming and they're shifting their wealth to the new world a.k.a. colonizing. And a huge part of making that work is the whiteguilt liberal narrative that anyone …
4:34 - this is because Indias economy is booming and they're shifting their wealth to the new world a.k.a. colonizing. And a huge part of making that work is the whiteguilt liberal narrative that anyone Not White must be a refugee from the war torn wastelands. It's actually Western/Canadian chauvinism making that very racist misunderstanding of the situation. These are not the huddled masses seeking a better life these are the exploiters who got rich off the labor of other Indians back in india and then bailed on India to be SUV drivers who cant drive here.
Identity Attack0.35948995
Insult0.19967617
Profanity0.04366605
Threat0.010990778
Severe Toxicity0.010986328
Moderate 0.30854854 Moderate Con 0.487 Unverified_Claim
Sep 29, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
8:57 ppl can't have children because we can't afford to. Maybe if they paid parents a living wage to stay home until their kids went to school ...we'd have more children. Instead we have children …
8:57 ppl can't have children because we can't afford to. Maybe if they paid parents a living wage to stay home until their kids went to school ...we'd have more children. Instead we have children and the economy changes so drastically that now many of us are having to make the choice of which bill can't be paid this month because child needs school clothes and supplies and needs to eat for the month. I'm in Ontario and it's getting so ridiculously expensive to eat let alone live!!!
Identity Attack0.011247349
Insult0.26957804
Profanity0.0838743
Threat0.0064468146
Severe Toxicity0.004825592
Moderate 0.30716252 Constructive 0.753
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
No one having kids ,no brainer ,life is expensive, immigration is not fixing our economy.
No one having kids ,no brainer ,life is expensive, immigration is not fixing our economy.
Identity Attack0.16801116
Insult0.23704576
Profanity0.023584666
Threat0.008738215
Severe Toxicity0.0090408325
Moderate 0.30527395 Moderate Con 0.35
Sep 1, 2025 Why Canadians Are Turning Against …
Canada should be happy it wasn’t Israelis or they would already claim it as their own country 😂 but seriously if they came illegally they should be removed or jailed and if you are not …
Canada should be happy it wasn’t Israelis or they would already claim it as their own country 😂 but seriously if they came illegally they should be removed or jailed and if you are not paying taxes what are you contributing to the economy and the government.
Identity Attack0.36702603
Insult0.08831572
Profanity0.027000591
Threat0.11002964
Severe Toxicity0.01644827
Moderate 0.30427247 Moderate Con 0.333
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
If you’re time is up it’s time to go you will be found and you will not be allowed to come back you’re not only hurting yourself but everyone in the Canada economy as well …
If you’re time is up it’s time to go you will be found and you will not be allowed to come back you’re not only hurting yourself but everyone in the Canada economy as well as the people that wish to come in the legal way. Don’t come in under the disguise of education just to become a criminal
Identity Attack0.011617327
Insult0.31740165
Profanity0.019280603
Threat0.012026439
Severe Toxicity0.0045776367
Low Tox 0.29953843 Moderate Con 0.359 Policy_Critique
Oct 6, 2025 IRCC Names India in Study …
Let me tell you this as a legal Indian immigrant that came here 13 years ago with my whole family. There was a balance of immigration coming in from every country which was amazing until …
Let me tell you this as a legal Indian immigrant that came here 13 years ago with my whole family. There was a balance of immigration coming in from every country which was amazing until they opened the gates to India like it’s another bus stop away from India. Since then there have been so many illiterate people that fraudulently came here and keep trying to make Canada like back home which needs to stop. The reputation of Indian people which used to be hard working and family people is getting ruined by people that come here to give back nothing to Canadian economy. People that used to come into Canada came in with a dream but now it feels like just visiting another Indian state especially Brampton……… hopefully this stops but with the monkeys that have currently taken over Canadian parliament i hardly see an end to this.
Identity Attack0.2808415
Insult0.24928534
Profanity0.036401358
Threat0.008194493
Severe Toxicity0.00831604
Low Tox 0.29771072 Constructive 0.607 Personal_Narrative
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
No Indians or for that matter any other community enter Canada and choose to live their lives here if the Governments doesn't allow that. Please also acknowledge the fact that so many well educated Indians …
No Indians or for that matter any other community enter Canada and choose to live their lives here if the Governments doesn't allow that. Please also acknowledge the fact that so many well educated Indians are coming here which is a huge brain drain and capital loss for India itself , just because it is not able to provide better job opportunities there. Now they are coming with different cultural background with English not as their first language. But they settle down here for long term and contribute to the economy of this country. Don't hate them, they have done nothing wrong
Identity Attack0.37012735
Insult0.16124763
Profanity0.024814399
Threat0.009204263
Severe Toxicity0.009841919
Low Tox 0.29771072 Constructive 0.719
Dec 8, 2025 Inside Canada's Indian Metropolis (Brampton)
No Canadians want them here at this point, they’re destroying our economy
No Canadians want them here at this point, they’re destroying our economy
Identity Attack0.27991617
Insult0.12159709
Profanity0.022559889
Threat0.035803676
Severe Toxicity0.009002686
Low Tox 0.295883 Low Con 0.282 Economic_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
IRCC itself is corrupt. There is no Canadian institution that is not corrupt. With influence even healthcare wait times can be converted into minutes. There is no reason for anyone to live in Canada is …
IRCC itself is corrupt. There is no Canadian institution that is not corrupt. With influence even healthcare wait times can be converted into minutes. There is no reason for anyone to live in Canada is a dead economy.
Identity Attack0.10221587
Insult0.26957804
Profanity0.022696527
Threat0.008246276
Severe Toxicity0.0059127808
Low Tox 0.295883 Low Con 0.288 Policy_Critique
Oct 22, 2025 IRCC Names India in Study …
Remember the British stole $44 Trillion from Indians during colonial era. India controlled over a quarter of the world trade before they arrived. India was a bigger economy than US adjusting for inflation. The Industrial …
Remember the British stole $44 Trillion from Indians during colonial era. India controlled over a quarter of the world trade before they arrived. India was a bigger economy than US adjusting for inflation. The Industrial revolution was built on back of Indian slaves paying 70 percent taxes to the crown. Canada, UK and Australia were built on this stolen money. They stole money from the Indians and they stole land from the indigenous. This video shows nothing but prejudice. People only have a problem with brown immigrants. I remember 35,000 European immigrants arrived in the city in 2021 even before the Ukraine war and no one cared. Brampton has 27% Indian people so they're clearly not a majority but they are a majorly targeted group because of this prejudice. I don't have the Canadian numbers but in the US 6% of tax comes from Indians and they're 1% of the population. You don't have to trust me you can look it up. The motives of this look racist because when you try hiring white folks the retention rate is extremely low, these past 6 months I have seen 8 employees in managerial positions who quit less than 2 weeks and it's impossible to retain them no matter what salary you offer and then when you go hire an Indian they just don't quit and work harder. But again that's an anecdote, that doesn't mean white folks don't work hard. Everyone has different experiences so stop, putting half baked stuff out on the internet and stop embarrassing yourself. You got a problem, go back to your country. Why don't you go back to jolly old England and serve the queen.
Identity Attack0.27510223
Insult0.21135417
Profanity0.028776871
Threat0.011146127
Severe Toxicity0.008888245
Low Tox 0.28674445 Constructive 0.657
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Just promoting racism bruh, I’m Pakistani and I live in Canada. I love Canada and I’m grateful for Canadians accepting me here. We’re 1 people, all on 1 planet, they show extremes and divide us. …
Just promoting racism bruh, I’m Pakistani and I live in Canada. I love Canada and I’m grateful for Canadians accepting me here. We’re 1 people, all on 1 planet, they show extremes and divide us. Much love ❤️to everyone, diversity is beuty, unity is amazing. Also these are the same people doing the lower end jobs of your economy, which I don’t wanna get technical, but it seems like this channel just helps create a community for racist or extreme opinions to thrive in. Your government accepted these people for a reason, Unity is good, discrimination is not.
Identity Attack0.23391083
Insult0.15556364
Profanity0.06044999
Threat0.012233571
Severe Toxicity0.013155893
Low Tox 0.2855005 Constructive 0.801 Solidarity
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
A refugee here. Through my job as an engineer, I'm probably giving back more than what half Canadian born do. Many Canadians just live off of interest in money they inhereted while we work to …
A refugee here. Through my job as an engineer, I'm probably giving back more than what half Canadian born do. Many Canadians just live off of interest in money they inhereted while we work to uplift the economy. Refugees would still rather go back to their countries as soon as the war is over. We're not here to steal your money or anything. I bet the guys with negative comments never had to know a refugee in person. Shame.
Identity Attack0.25817248
Insult0.1798321
Profanity0.019280603
Threat0.008375733
Severe Toxicity0.0061035156
Low Tox 0.2854971 Constructive 0.77
Aug 21, 2019 How much do refugees and …
It only took eleven years to destroy not only Canada’s immigration system. The economy, healthcare, education, justice system, and most other of Canada’s institutions. And throw in government overreach.. it’s a failed country. Period.
It only took eleven years to destroy not only Canada’s immigration system. The economy, healthcare, education, justice system, and most other of Canada’s institutions. And throw in government overreach.. it’s a failed country. Period.
Identity Attack0.18313584
Insult0.20901857
Profanity0.0157622
Threat0.016638106
Severe Toxicity0.008506775
Low Tox 0.2854869 Low Con 0.235 Policy_Critique
Feb 17, 2026 13 likes LILLEY UNLEASHED: The fall of …
Well, you Quebec will regret soon, including your economy. These decisions don't work like that. There will be maybe short-term benefits that will turn out against your economy pretty soon. Instead of sit down and …
Well, you Quebec will regret soon, including your economy. These decisions don't work like that. There will be maybe short-term benefits that will turn out against your economy pretty soon. Instead of sit down and see the best way of reducing useless imigrations, you guys are just shutting down plans generically and that will affect economy drastically. Good people, great workers, families that pays their taxes fairly and controbute every day on setvices and as consumers... I don't know man. The government seems to have hurt his legs and is now trying to fix It removing the leg instead of treating It.
Identity Attack0.05976611
Insult0.26957804
Profanity0.036401358
Threat0.008582866
Severe Toxicity0.005645752
Low Tox 0.2854869 Constructive 0.614
Nov 21, 2025 2 likes Quebec Ends Economic Immigration Program …
In your video, you are unfairly targeting Indians and even showing Hindu Gods’ idols in a disrespectful way, which is highly inappropriate. What you failed to show is how other communities, including certain refugee groups, …
In your video, you are unfairly targeting Indians and even showing Hindu Gods’ idols in a disrespectful way, which is highly inappropriate. What you failed to show is how other communities, including certain refugee groups, have also influenced Canadian society in ways that often go unquestioned. Indians – especially Hindus – come to Canada by investing huge amounts of money, and they quietly contribute to the economy and culture without creating disturbances. Hindus rarely do anything other than celebrate their festivals peacefully in parks. Yes, the job market is tough – but it’s the same for everyone. I myself served as a Director in a Canadian supermarket chain and have been without a job for 13 years. My kids face the same struggle. But instead of talking about real issues, your video paints Indians in a very negative light. Why? Even leaders like Donald Trump tried this path of targeting communities, and it led only towards division and disaster. Please don’t create mental agony and hatred against Indian Hindus. These are the very people who generate jobs, run businesses, and quietly support society. I rate your video as a disgusting attempt to twist personal frustrations into a community-blaming narrative, even bringing in Indians who, sadly, criticize their own background. Targeting Indians and showing Hindu Gods’ idols is shameful and disrespectful. Hindus come to Canada by investing heavily, live peacefully, and contribute to society without disturbing anyone. The job market is tough for everyone – blaming Indians is nonsense. Your video spreads hate instead of facts and creates unnecessary division. Indians, especially Hindus, are job creators, not destroyers. This video is nothing but a disgusting attempt to twist personal frustration into hate against a community.
Identity Attack0.3072352
Insult0.12883772
Profanity0.029186781
Threat0.009696201
Severe Toxicity0.008850098
Low Tox 0.27975297 Constructive 0.824
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
Births to immigrant mothers in the US: 24.0% Births to immigrant mothers in Canada: 42.3% (44.9% in anglo speaking Canada) America actually has one of the lowest rates of immigration since the financial crisis of …
Births to immigrant mothers in the US: 24.0% Births to immigrant mothers in Canada: 42.3% (44.9% in anglo speaking Canada) America actually has one of the lowest rates of immigration since the financial crisis of all western countries (and fastest growing economy, go figure) and yet is the most pissed off about high immigration levels haha.
Identity Attack0.10221587
Insult0.16853803
Profanity0.17101645
Threat0.0071588317
Severe Toxicity0.0074768066
Low Tox 0.27975297 Constructive 0.509 Comparative_Framing
Feb 24, 2026 1 likes Inside Canada's Indian Invasion...
What Canadians need to know is that the Carney Liberal Government has used the same policies on Immigration as the Unhinged Democratic Party in the 🇺🇸bad policies like open borders/illegal Immigration and the funding of …
What Canadians need to know is that the Carney Liberal Government has used the same policies on Immigration as the Unhinged Democratic Party in the 🇺🇸bad policies like open borders/illegal Immigration and the funding of Special Interest Groups all while hurting the Tax Payers and the destruction of Strong Economies with know Trade Deals with 🇺🇸🤝🇨🇦
Identity Attack0.10221587
Insult0.24561718
Profanity0.053435806
Threat0.008336896
Severe Toxicity0.007209778
Low Tox 0.27412915 Moderate Con 0.396 Policy_Critique
Feb 26, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Very easy explanation for Canada's mess Trudeau for nine years He ruined our economy Culture International Image Thanks for nothing Justin Trudeau
Very easy explanation for Canada's mess Trudeau for nine years He ruined our economy Culture International Image Thanks for nothing Justin Trudeau
Identity Attack0.012842959
Insult0.25602314
Profanity0.015181494
Threat0.007340072
Severe Toxicity0.0037384033
Low Tox 0.27236435 Low Con 0.28
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
I’m a white American recently retired at 63. There are millions here and in Canada that are / will be collecting Social Security or the Canadian Equivalent. If we want those funds to be there …
I’m a white American recently retired at 63. There are millions here and in Canada that are / will be collecting Social Security or the Canadian Equivalent. If we want those funds to be there in the future we absolutely MUST have immigration. In my family we had 11 girls born 1994-2006. Exactly 2 of these women are moms and they have 1 kid. That’s called population collapse. Any economy to continue prospering needs a continual supply of new workers paying taxes. White people ain’t doing it. Whether it’s Indians in Canada or Hispanics in the US, we need these people. These immigrant communities also practice the principles that made America/ Canada great. Faith family and community. Anyone heard of the recent trend in America of kids in their 20s-40s want to divorce their PARENTS??? Yeah it’s a thing. I bet there’s not a whisper of that garbage in immigrant communities. I’m all for it. We need these people. And that’s the plain truth.
Identity Attack0.29188538
Insult0.083359696
Profanity0.057443913
Threat0.0097738765
Severe Toxicity0.010223389
Low Tox 0.27047762 Constructive 0.721
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
I'm done being quiet too. Im not racist, I dont hate people because their skin color isnt white like mine, Im happy to have immigrants here if they are willing to integrate like the previous …
I'm done being quiet too. Im not racist, I dont hate people because their skin color isnt white like mine, Im happy to have immigrants here if they are willing to integrate like the previous generations have. We arent having kids because unlike other countries, we want to put kids first, and its irresponsible to have children when our economy is unaffordable to have them. I dont have any of that so called "white privilege" i always hear about. I grew up where I couldnt shower for days at a time, went to bed and school hungry. I'm exhausted from being labeled a terrible person when I condemn racists and the past actions, but its never good enough because im white. We have culture, Canada has culture. You just dont hear us talk about it cuz we get labeled racist for talking about it. We need to stand shoulder to shoulder if we want change in this country. I dont get why here its acceptable to come illegally, leech our resources without contributing to society and disrespect us, yet if we were to do the same its disrespectful. Well it is disrspectful. I wouldnt move to a country without learning the language, at least enough to get by, learning their culture, their values, their way of life, and ASSIMILATE like everyone has done before. NO more being quiet, no more being afraid of standing up for myself. Make Canada Great Again!
Identity Attack0.2854555
Insult0.08508729
Profanity0.11725569
Threat0.010628296
Severe Toxicity0.013349563
Low Tox 0.26859093 Constructive 0.797
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
Canada needs immigration. The country needs at least 300 k new immigrants per year so that the economy grows. But diversity needs to be assured. Stop bringing Indians. There are well educated people from everywhere …
Canada needs immigration. The country needs at least 300 k new immigrants per year so that the economy grows. But diversity needs to be assured. Stop bringing Indians. There are well educated people from everywhere in the world waiting in the queue of express entry visa. Use them.
Identity Attack0.30256465
Insult0.08533409
Profanity0.01846078
Threat0.009385503
Severe Toxicity0.008430481
Low Tox 0.26859093 Constructive 0.55
Oct 29, 2025 Inside Canada's Indian Metropolis (Brampton)
The reality is that Canada’s demographic changes are largely driven by high levels of immigration from India and Arab and Muslimmajority countries. It is important to stop the narrative of hatred toward Black people, especially …
The reality is that Canada’s demographic changes are largely driven by high levels of immigration from India and Arab and Muslimmajority countries. It is important to stop the narrative of hatred toward Black people, especially the labeling of them as “low IQ.” Many immigrants from Africa are hardworking and striving to assimilate, yet they continue to face unfair stereotypes. In fact, many Black immigrants are professors, post-doctoral researchers, doctors, engineers, and other professionals. Those who do not hold advanced degrees are still performing essential labor that sustains the economy. Ignoring these contributions suggests that the concern is not genuinely about protecting Canada from immigration or cultural change, but rather reflects a deeper, selective hostility toward Black people. Honest reflection and research would make this clear.
Identity Attack0.36702603
Insult0.09563028
Profanity0.023584666
Threat0.0077025536
Severe Toxicity0.006790161
Low Tox 0.2667042 Constructive 0.682 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
When the guy with no shirt on said they dont cover their windows and walk naked 😂. Then said they all look same ! Thats Racism at its best. Would love to know contribution his …
When the guy with no shirt on said they dont cover their windows and walk naked 😂. Then said they all look same ! Thats Racism at its best. Would love to know contribution his kids are making in economy. Guess what
Identity Attack0.10221587
Insult0.1469393
Profanity0.035399333
Threat0.009903334
Severe Toxicity0.008544922
Low Tox 0.26293078 Moderate Con 0.431
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
Okay so here's the thing I live in Canada and Canadians DO NOT want to work they are getting lazier. Indians and immigrants are keeping our economy functioning. Without them there would be no staff …
Okay so here's the thing I live in Canada and Canadians DO NOT want to work they are getting lazier. Indians and immigrants are keeping our economy functioning. Without them there would be no staff for Walmart and all the min wage jobs. They do need to stop letting them in now tho and use those resources to help the housing crisis.. which is more of a people not wanting to get sober or work hard enough to pay rent crisis. 😂
Identity Attack0.27798235
Insult0.113185234
Profanity0.020578653
Threat0.006925808
Severe Toxicity0.0059509277
Low Tox 0.2553839 Constructive 0.658 Economic_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
Deport them all, I am deeply concerned about the impact of current immigration levels and the lack of oversight regarding work permits. In sectors like food service and retail, there is a growing concern that …
Deport them all, I am deeply concerned about the impact of current immigration levels and the lack of oversight regarding work permits. In sectors like food service and retail, there is a growing concern that positions are being filled through undocumented labor or cash-under-the-table arrangements. This bypasses our tax system and makes it incredibly difficult for Canadian students to find the part-time work they rely on for tuition. We need stricter enforcement of labor laws and a more controlled approach to immigration to protect the integrity of our economy.
Identity Attack0.18002926
Insult0.0811385
Profanity0.020442016
Threat0.114629425
Severe Toxicity0.011291504
Low Tox 0.25462922 Constructive 0.755
Dec 30, 2025 Deportations From Canada at Their …

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.