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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 #}

Comment Explorer

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

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Active: "😂😂😂😂😂😂😂😂 welcome to 🇨🇦👈 where …" 262 comments · Page 5 of 11
Why is that all hate against Indians in Canada? Am not Indian origin , but what is wrong for Indian making majority in Brampton. Am black African living in Toronto , who love this country …
Why is that all hate against Indians in Canada? Am not Indian origin , but what is wrong for Indian making majority in Brampton. Am black African living in Toronto , who love this country for giving me the chance to build my life and always I bless Canada and Canadians.saying all this , Do we not have a pocket in a city / town dominated by people whose origin traces all the way from Italy/ Portuguese/ Lebanon / Ukraine etc . So for me , yes you can talk about controlled immigration without dehumanizing Indian migrants. Am a proud Christian , and receiving an immigrants is a blessing, even my lord and king Jesus Christ was refugee in Egypt. The west welcoming immigrants coming from Christian heritage, that is why indeed western countries are very blessed. Am not saying, open border policy is acceptable . Still you talk respectfully about controlled immigration without dehumanizing any group of immigrants.
Identity Attack0.293411
Insult0.08831572
Profanity0.04491858
Threat0.008893564
Severe Toxicity0.008506775
Low Tox 0.27412915 Constructive 0.89
Oct 4, 2025 9 likes Inside Canada's Indian Metropolis (Brampton)
It's not enough because you can work 10 hours at 21$ make 210$ pay your tax your left maybe with 140$ pay 15% on any purchase your left with 115$ gas with the large lands …
It's not enough because you can work 10 hours at 21$ make 210$ pay your tax your left maybe with 140$ pay 15% on any purchase your left with 115$ gas with the large lands we have maybe 10$ to 20$ per day because again it's just taxed insurance 500$ per month and rent 1200$ for one room with strangers. 8$ bag of chips 20$+ subway for a fkn sandwich. 10$beer like it's gold. Oh yeah and yesterday I saw eska(water) at 7.50$ plus fee for plastic bottles. Another tax bottles, cans, bags, batteries all taxes like it wasn't enough tax out there. School tax med tax first home welcome tax 5k . There's no better money then fee and tax.credit tax take your money out tax
Identity Attack0.019374741
Insult0.15769513
Profanity0.28593817
Threat0.009696201
Severe Toxicity0.01322045
Low Tox 0.27047762 Constructive 0.691 Economic_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
Dude's just spreading hate. Indian community might lack some manners, but are the most reliable group of people who are welcoming to many. You dont see them doing drugs on streets, you dont see them …
Dude's just spreading hate. Indian community might lack some manners, but are the most reliable group of people who are welcoming to many. You dont see them doing drugs on streets, you dont see them murdering for money. They are 99.99% peaceful beings who earn money and get lost before you know it
Identity Attack0.22631748
Insult0.09855611
Profanity0.08096472
Threat0.053654157
Severe Toxicity0.009841919
Low Tox 0.2648175 Constructive 0.618 Solidarity
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
10:56 “oh definitely I go back” this is what we don’t need, leaches that are only here to use our country to pay us back by leaving g when they get what they want at …
10:56 “oh definitely I go back” this is what we don’t need, leaches that are only here to use our country to pay us back by leaving g when they get what they want at our expense while being welcomed by us.
Identity Attack0.15517195
Insult0.14512913
Profanity0.050930742
Threat0.010265815
Severe Toxicity0.009994507
Low Tox 0.26293078 Moderate Con 0.326 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
This is the scary truth. We Canadians are being purposefully victimized and our rights as citizens has been eroded since the last 5 years. Trudeau, and now Carney, is bringing in more immigrants than the …
This is the scary truth. We Canadians are being purposefully victimized and our rights as citizens has been eroded since the last 5 years. Trudeau, and now Carney, is bringing in more immigrants than the country can handle. They are illegally driving transports causing more accidents on the roads ever. Our restaurants are primarily from India and Pakistan. Some Indian people are here on school visas or work permits and are wonderful people and speak perfect English. They are welcome. They are Christians and nice and courteous. But there seems to be a disconnect between immigrants who come here thinking bc they are moslem they are superior and do not need to follow Cdn laws language and culture. We don't want them praying in the streets on their rugs disrupting the city. We have churches and they have mosques. They will NOT takeover our country in spite of Carney. Carney and the Liberals needs to be kicked out of office. Deport the illegals and stop immigration NOW!
Identity Attack0.28034934
Insult0.13064787
Profanity0.02208166
Threat0.009385503
Severe Toxicity0.009117126
Low Tox 0.25462922 Constructive 0.683
Aug 25, 2025 Why Canadians Are Turning Against …
It’s crazy to me that it’s even being allowed to welcome even more immigrants. Our healthcare, housing etc is stretched so thin it’s dangerous. Try getting a Dr if yours retires! They need to send …
It’s crazy to me that it’s even being allowed to welcome even more immigrants. Our healthcare, housing etc is stretched so thin it’s dangerous. Try getting a Dr if yours retires! They need to send more back to perhaps other countries that will accept them. That alone will save Canada money.
Identity Attack0.18002926
Insult0.15485314
Profanity0.027683776
Threat0.008414571
Severe Toxicity0.006980896
Low Tox 0.25462922 Constructive 0.604 Economic_Argument
Dec 28, 2025 Deportations From Canada at Their …
Well hello my fellow slaves, welcome to your dystopian future!
Well hello my fellow slaves, welcome to your dystopian future!
Identity Attack0.0015943334
Insult0.22232357
Profanity0.00067217887
Threat0.0005943913
Severe Toxicity0.0000063955194
Low Tox 0.25428957
Dec 8, 2025
I'm a Canadian, I was born here, who knows what generation Canadian I am - my ancestors were here long before Canada was a country, later they fought for the British (one naughty son fought …
I'm a Canadian, I was born here, who knows what generation Canadian I am - my ancestors were here long before Canada was a country, later they fought for the British (one naughty son fought for the "rebels" americans and was in jail for 5 years), the monarchy granted them 100 acres in the Niagara region which was farmed by a line of my family until the 1980s when the last of that direct line sold which is tragic. blah blah - Canadian. ANYWAY - I love other people, other cultures, every immigrant that spoke in this video I welcome with open arms, would befriend, share a meal with etc. I grew up working with many people from Pakistan and India who were escaping really scary situations, worked their butts off to be part of this country, learn the language, save for a home - live a safe and happy life. Whether you're a first or 50th generation Canadian - you come here and you adapt to our wonderful way - you're a freaking Canadian. That's not happening right now. Like the video said, it's a math problem. One of my largest concerns is that now all these wonderful Canadians who have been here for a long ass time, worked their butts off to be part of the family will now be subject to violence, harassment and racist comments because this population bomb has misrepresented their intentions entirely.
Identity Attack0.14233272
Insult0.16551061
Profanity0.05017922
Threat0.008401625
Severe Toxicity0.007896423
Low Tox 0.24924077 Constructive 0.806 Solidarity
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
ooohhh noooooo people immigrated to a country who was welcoming immigrantsss ohhh noooo how can theyyyy :((
ooohhh noooooo people immigrated to a country who was welcoming immigrantsss ohhh noooo how can theyyyy :((
Identity Attack0.23618884
Insult0.05027775
Profanity0.031391226
Threat0.008077981
Severe Toxicity0.0077819824
Low Tox 0.24763705 Moderate Con 0.374 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
I am Native American. At college, I took a welding course just to break the monotony of classes as I was raised using my hands. This immigrant male, asked the rest of the class "why …
I am Native American. At college, I took a welding course just to break the monotony of classes as I was raised using my hands. This immigrant male, asked the rest of the class "why is she here?". I asked if he had a problem with me and he looked at the class to tell me not to speak to him. No one said a word but looked between us in silence. I asked him again, "do you have an issue with me being here?". Again he told the rest of the Caucasian men to tell me to stop speaking to him. I said if you have a problem with me, let's step outside and one of us will walk back in. You can't accept that a Native female is in this class, pack your family up and go home. Don't think of the state's because that's mine too. The teacher walked in and he could see and sense the tension in the room. He removed the immigrant and they went out of the room. A few minutes later the instructor came in and looked at me and said he'll be taking a class with no females. His country doesn't allow females an education yet alone a trade. You're welcome to stay. I have no intention to leave, was my comment back. I'm here to learn. Decades later, I'm driving home from northeastern Quebec and on the 401 is a gas/food stop. My child and I were passed by 4 luxury sports cars. They pulled into this stop and parked across all the handicapped parking spots. Bumper to bumper across the spots. We went in and met them as we came out and met a truck driver of the same nationality. He asked "how is Canada treating you?". They smiled and said "look", motioning to their silk suits. Another pointed to their cars. And another said "they treat us like kings'!". The fourth said "Canadians are easy to play! Cowards!!" A few days later, I'm at Walmart and present my tax exempt (we pay 5% tax) but the cashier looks at it and states "you all think your so special!!" Your paying the tax like everyone else! A customer behind me yelled for management loudly. When management showed, I didn't say a word because it was the customers behind and on the side of me with complaints of the rudeness of the cashier. She was removed and manager took over transactions. Not just mine but those after me. There was another incident with my child. An immigrant (can tell by the long tunic) was trying to lure my daughter away from me. I put her in a cart and requested help from a young employee who wanted me to write a book before calling security. Another employee came over and called security immediately. By the time they found the man, he had exited the store and got into a taxi. A few weeks later at an arena where youth hockey practice was taking place, the same scenario was happening. A man in a tunic was trying to lure children away and when caught, jumped into a taxi and left the scene. To attack an adult who can defend themselves is one thing but to go after children is another. I say stricter policy on crimes are needed.
Identity Attack0.27171627
Insult0.086852804
Profanity0.17148167
Threat0.025443908
Severe Toxicity0.012283325
Low Tox 0.24763705 Constructive 0.814 Personal_Narrative
Sep 8, 2025 Why Canadians Are Turning Against …
No one educated would think America is the greatest country in the world. but great video eh! welcome to candahar.
No one educated would think America is the greatest country in the world. but great video eh! welcome to candahar.
Identity Attack0.09080041
Insult0.10148193
Profanity0.035649836
Threat0.009256045
Severe Toxicity0.007019043
Low Tox 0.24603334 Moderate Con 0.362 Comparative_Framing
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Looks like Indian culture is more about community. I remember having friends getting kicked out of their homes at 18. This would never happen in an Indian household. Temples welcome all and feed everyone they …
Looks like Indian culture is more about community. I remember having friends getting kicked out of their homes at 18. This would never happen in an Indian household. Temples welcome all and feed everyone they can. Seems like the Indian immigrants are acting more Canadian than the old residents.
Identity Attack0.2877625
Insult0.06442356
Profanity0.018529098
Threat0.01750142
Severe Toxicity0.008201599
Low Tox 0.2396185 Constructive 0.758 Comparative_Framing
Sep 27, 2025 5 likes Inside Canada's Indian Metropolis (Brampton)
don't listen to racists. Canada and USA love and welcome Indians.
don't listen to racists. Canada and USA love and welcome Indians.
Identity Attack0.21470967
Insult0.0836065
Profanity0.025087673
Threat0.0071199946
Severe Toxicity0.005760193
Low Tox 0.23451406 Moderate Con 0.484 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
I lived in Brampton, as a non Indian, on a new development subdivision, being the only non Indian, they made it really clear I wasn’t welcome.
I lived in Brampton, as a non Indian, on a new development subdivision, being the only non Indian, they made it really clear I wasn’t welcome.
Identity Attack0.27682206
Insult0.062150877
Profanity0.04216301
Threat0.008414571
Severe Toxicity0.0062561035
Low Tox 0.22980402 Constructive 0.518
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Canada is spiralling into 3rd world. No housing, health care nor new infrastrutures despite 5 more millions added. Oligarchs cooked up the 100Million initiative so they could make trillions from housing, grocery, and crimes. Letting …
Canada is spiralling into 3rd world. No housing, health care nor new infrastrutures despite 5 more millions added. Oligarchs cooked up the 100Million initiative so they could make trillions from housing, grocery, and crimes. Letting in millions of international students whom many have little intention to study while quick to seek asylum. They are more like indentured labourers ripe to be exploited by their very own. Which country welcomes refugees and illegal immigrants with open arms, treating them far better than seniors who toiled for decades. Only in Canada! Oh Indicanada!
Identity Attack0.11744241
Insult0.11464815
Profanity0.020032106
Threat0.009281937
Severe Toxicity0.0060653687
Low Tox 0.21241048 Moderate Con 0.441 Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
🌈🧬🦄🧬🌈 The Punjabi folks are generally quite hard working and family oriented. They will mostly welcome white people as family too. It is just too many too fast though they agree.
🌈🧬🦄🧬🌈 The Punjabi folks are generally quite hard working and family oriented. They will mostly welcome white people as family too. It is just too many too fast though they agree.
Identity Attack0.25140062
Insult0.045593183
Profanity0.07676199
Threat0.010239923
Severe Toxicity0.008773804
Low Tox 0.20839658 Constructive 0.62 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Despite this guy’s racism he got welcomed everywhere & got food, sweet & gifts. Now imagine if he go to where European colonisers lives. He wouldn’t able to even save his camera. Actually he went …
Despite this guy’s racism he got welcomed everywhere & got food, sweet & gifts. Now imagine if he go to where European colonisers lives. He wouldn’t able to even save his camera. Actually he went to European areas you have to see those Europeans. Half of them are ranging on roads under alcohol & drug intoxication. They doesn’t seems they took bath in their lives or get raised in normal family. Just look how they treated this same guy. Their area and how and what they talk with him.
Identity Attack0.15945168
Insult0.083112895
Profanity0.020100424
Threat0.007948523
Severe Toxicity0.005645752
Low Tox 0.20705862 Moderate Con 0.387
Sep 20, 2025 13 likes Inside Canada's Indian Metropolis (Brampton)
I'm an immigrant myself, and I brought conservative values to Canada. Why? Because I want to "Conserve" what Canada is, not change it into the third world country I'm from. I try to explain this …
I'm an immigrant myself, and I brought conservative values to Canada. Why? Because I want to "Conserve" what Canada is, not change it into the third world country I'm from. I try to explain this to many Canadians, but they go with the left. This will implode Canada from within. Even the legal system is being wrecked, you can't touch some immigrants, up to how many minority labels they can slap to themselves. I'll put the message here: study South America History and GET RID OF THE LEFT WHILE YOU CAN. The socialist elite doesn't care, they will live at the top, rich, untouchable, as long as the masses are paying the taxes. It doesn't matter if the country is in disarray. Immigration must have one golden rule: if you want to live like in your home country, you are not welcome and I'll be deported.
Identity Attack0.11047905
Insult0.08533409
Profanity0.028503597
Threat0.026307223
Severe Toxicity0.0076675415
Low Tox 0.20705862 Constructive 0.637
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
I talked to a family of immigrants a few years ago and they were terribly upset with the open door policy that Canada had adopted. They said the reason they left their home was to …
I talked to a family of immigrants a few years ago and they were terribly upset with the open door policy that Canada had adopted. They said the reason they left their home was to get away from the bad people that Canada was now welcoming. They said these people will poison Canada. Well, years later they seemed to be spot on with their assessment.
Identity Attack0.11396073
Insult0.08582769
Profanity0.020578653
Threat0.01187109
Severe Toxicity0.004711151
Low Tox 0.20335422 Constructive 0.687 Personal_Narrative
Feb 19, 2026 Canadian immigration officers investigating hundreds …
Some have abused our good will. Liberals have made it better for corporations to hire immigrants as they only have to pay a portion and liberals forcing taxpayers to pay the rest for the cost …
Some have abused our good will. Liberals have made it better for corporations to hire immigrants as they only have to pay a portion and liberals forcing taxpayers to pay the rest for the cost up to 17-20$ an hr!!!! We have to bring like before people who contribute to society and can stand on two feet but we have too many munchers and now under liberals 14 years of power we have the rich who avoid taxes the poor who can’t afford taxes and the nee middle class who pays all the taxes to pay for the rest. Welcome to Canada under liberals alone.
Identity Attack0.06613251
Insult0.12159709
Profanity0.028093686
Threat0.008919456
Severe Toxicity0.0048828125
Low Tox 0.20219094 Moderate Con 0.492
Nov 19, 2025 18 likes Quebec Ends Economic Immigration Program …
If you don't want to be described as colonisers because "it's something that happened before you were born", Stop trying to claim that you "built this country".. because the people who built it? We're colonisers. …
If you don't want to be described as colonisers because "it's something that happened before you were born", Stop trying to claim that you "built this country".. because the people who built it? We're colonisers. Anything you mention that the immigrants are doing now? Can be said about European history doing to the native people. Nothing has changed. You're just on the other side of the fence. Welcome, you built the fence that surrounds us. Wait till they start putting you in designated areas, like you do to natives and their reservations.. to this very day. Best regards: a native American (Canadian).
Identity Attack0.10221587
Insult0.08508729
Profanity0.031641733
Threat0.011353259
Severe Toxicity0.0066375732
Low Tox 0.20126031 Constructive 0.663 Moral_Argument
Sep 12, 2025 Why Canadians Are Turning Against …
Welcome not to Canada Get rid of the liberal's government of Canada for other countries and their citizens.( Can't call them the government of Canada because they do nothing for Canada or Canadians.
Welcome not to Canada Get rid of the liberal's government of Canada for other countries and their citizens.( Can't call them the government of Canada because they do nothing for Canada or Canadians.
Identity Attack0.14875233
Insult0.06652143
Profanity0.01309778
Threat0.02181799
Severe Toxicity0.005264282
Low Tox 0.19939905 Low Con 0.237
Jan 12, 2026 Canada’s new rules in 2026
This video is clearly biased. The individuals making disparaging remarks about Indians do not represent the broader community — every society has both good and bad people. What the video fails to recognize is that …
This video is clearly biased. The individuals making disparaging remarks about Indians do not represent the broader community — every society has both good and bad people. What the video fails to recognize is that Indians are among the hardest-working and most enterprising contributors to Brampton’s economy. Content like this unfairly damages the reputation of our city. As a proud Brampton resident, I can confidently say that Brampton stands out as a welcoming and supportive place for immigrants, students, skilled workers, business owners, and seniors alike.
Identity Attack0.11860296
Insult0.08030447
Profanity0.032643758
Threat0.010058682
Severe Toxicity0.00541687
Low Tox 0.19893374 Constructive 0.742
Nov 27, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
I love diversity. Im a leftie so I would say that. Say it loud say it clear refugees are welcome here and in every other western country. Also filming those smugglers was very dangerous. It …
I love diversity. Im a leftie so I would say that. Say it loud say it clear refugees are welcome here and in every other western country. Also filming those smugglers was very dangerous. It shouldn't have happened
Identity Attack0.10221587
Insult0.071433455
Profanity0.023311393
Threat0.011586283
Severe Toxicity0.004386902
Low Tox 0.19789438 Constructive 0.765 Solidarity
Feb 6, 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 …

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.