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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: "I was one of the …" 1,743 comments · Page 14 of 70
We are changed with all the new immigrants at 60 I was called a white woman rudely by a white immigrant. I lived upstairs and she rented basement suite At 2 am in the morning …
We are changed with all the new immigrants at 60 I was called a white woman rudely by a white immigrant. I lived upstairs and she rented basement suite At 2 am in the morning she would get on the phone talk loud for two hours below my bedroom and then tell me I was the one noisy and white woman. If you live here follow our laws our culture of kindness and peaceful living or get the f out!
Identity Attack0.5051593
Insult0.40189892
Profanity0.39026237
Threat0.020091362
Severe Toxicity0.02604016
Moderate 0.46982017 Constructive 0.672 Identity Attack Personal_Narrative
Sep 13, 2025 2 likes Why Canadians Are Turning Against …
The white dude openly saying he hate all Africans, and no one in the comments seems to have a problem with it. Wow!
The white dude openly saying he hate all Africans, and no one in the comments seems to have a problem with it. Wow!
Identity Attack0.55044734
Insult0.26957804
Profanity0.15985115
Threat0.013631714
Severe Toxicity0.023076924
Moderate 0.46716887 Moderate Con 0.307 Identity Attack Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
First of all Canada 🇨🇦 is not white people's country. It was stolen from the Native indigenous people. Secondly, I am not Indian but Indians have controlled all the big businesses Canada has. Third None …
First of all Canada 🇨🇦 is not white people's country. It was stolen from the Native indigenous people. Secondly, I am not Indian but Indians have controlled all the big businesses Canada has. Third None white people will take over this stolen land , the reason is they work harder than the fat guy on the bike, that fat guy on the bike being racist against the 54 African countries show his true color. He was born in Canada and he can't even afford buying a $3,000 vehicle, he rides $50 dollars bike in -30 Canada winter because he is lazy and racist. The lazy and racist people can't even afford a good lifestyle!!! Indians and Africans owns big real estate properties and business. But the fat racist guy on the bike can only afford KFC Toonie Tuesday 2 dollars chicken and Burger Kings 3 dollars Burger. Again NO ONE IS ILLEGAL ON STOLEN LAND 😅😂 GOD BLESS INDIANS 🙏 GOD BLESS AFRICANS THE RACIST WILL DECLINE
Identity Attack0.48915586
Insult0.47020787
Profanity0.09992486
Threat0.013321015
Severe Toxicity0.023317307
Moderate 0.46716887 Moderate Con 0.458 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Thank you for covering this issue. You came to ground zero… Im a irish-french canadian and have had to gro up in this HELL. If anyone is racist it’s the Indians, I was about to …
Thank you for covering this issue. You came to ground zero… Im a irish-french canadian and have had to gro up in this HELL. If anyone is racist it’s the Indians, I was about to be homeless because i couldnt find a job. I know for a fact im not the only one, all my friends are in the same situation. They only hire their own, we pay the highest tax in all of north America. If you want my opinion, i HATE them all equally just as much as i HATE canada. As a Canadian, i beg America to annex Canada. We need ice here too, and our government is run my the CCP. Im 25 and im this close from disappearing myself….
Identity Attack0.46028158
Insult0.43296707
Profanity0.25458565
Threat0.019055385
Severe Toxicity0.023880709
Moderate 0.4645176 Constructive 0.687 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Fraud number one is Indian student and people, shamed on it and where is Modi and Putin ?
Fraud number one is Indian student and people, shamed on it and where is Modi and Putin ?
Identity Attack0.4508763
Insult0.4986907
Profanity0.15985115
Threat0.031314444
Severe Toxicity0.024631912
Moderate 0.46186632 Low Con 0.23
Sep 30, 2025 IRCC Names India in Study …
Just to make a correction, I 25 (F) daughter of immigrant parents was born and raised here, live in the greater toronto area and wanted to mention that a lot of folks believe the ones …
Just to make a correction, I 25 (F) daughter of immigrant parents was born and raised here, live in the greater toronto area and wanted to mention that a lot of folks believe the ones behind the crime rise in toronto are the new immigrants. I'm sorry to break it to y'all but if you do the research a lot of the people behind the crimes are born and raised canadian idiots (they could either be white canadian or children of immigrants aka 1st generation Canadians from any country). Its a big misconception people have regarding the crimes. All they see is a non white name and assume they're an immigrants. Majority of them are actually not even immigrants. I just had to stop the video and mention that.
Identity Attack0.4482637
Insult0.5130944
Profanity0.22622968
Threat0.010395273
Severe Toxicity0.023076924
Moderate 0.46186632 Constructive 0.787 Insult
Dec 11, 2025 Inside Canada's Indian Metropolis (Brampton)
That's how the natives felt when the whites invaded Canada. Do you see the hypocrisy & bigotry? The really scary part, racism and bigotry is going main stream and no one is bothered by it. …
That's how the natives felt when the whites invaded Canada. Do you see the hypocrisy & bigotry? The really scary part, racism and bigotry is going main stream and no one is bothered by it. That how things started in the 1930s and those of you aware of the history know what happened next. It started with the Jews, but totally about 550 million people dies as a result of such evil actions. So, you are starting with the Indians, then the Muslims and Africans, but you'll be the next...
Identity Attack0.5135796
Insult0.40243408
Profanity0.05393682
Threat0.025616571
Severe Toxicity0.023076924
Moderate 0.46186632 Constructive 0.518 Identity Attack Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
India is the number one government run scammer in the world. say it like it is.
India is the number one government run scammer in the world. say it like it is.
Identity Attack0.46028158
Insult0.47384647
Profanity0.174273
Threat0.013528148
Severe Toxicity0.023076924
Moderate 0.45761138 Low Con 0.076
Oct 3, 2025 1 likes IRCC Names India in Study …
PLEASE deport all of those 1 billion Indian "international students " RIGHT NOW! I can see them everywhere, I'm afraid to find one of them when I open my fridge !🤬🤬
PLEASE deport all of those 1 billion Indian "international students " RIGHT NOW! I can see them everywhere, I'm afraid to find one of them when I open my fridge !🤬🤬
Identity Attack0.5075293
Insult0.33154017
Profanity0.15724123
Threat0.2330281
Severe Toxicity0.05025077
Moderate 0.45761138 Moderate Con 0.416 Identity Attack
Sep 29, 2025 IRCC Names India in Study …
Brampton is now…nothing but one big washroom full of 💩💩💩💩💩💩💩💩💩😈😈😈😈😈💩💩💩💩💩💩💩💩💩
Brampton is now…nothing but one big washroom full of 💩💩💩💩💩💩💩💩💩😈😈😈😈😈💩💩💩💩💩💩💩💩💩
Identity Attack0.034300596
Insult0.44464502
Profanity0.17380778
Threat0.009592636
Severe Toxicity0.023076924
Moderate 0.45761138 Low Con 0.173
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
When white people were brutally converting indians into christian and built huge numbers of churches in india then no one said a single word but when a single statue of Hindu god was built there …
When white people were brutally converting indians into christian and built huge numbers of churches in india then no one said a single word but when a single statue of Hindu god was built there then why is this outrage. Even hypocrisy has a limit.
Identity Attack0.48915586
Insult0.42881694
Profanity0.08904689
Threat0.019746035
Severe Toxicity0.020127986
Moderate 0.45757914 Moderate Con 0.349 Comparative_Framing
Feb 14, 2026 110 likes Inside Canada's Indian Invasion...
Thank turdeau and the ones who voted his thieves back in.
Thank turdeau and the ones who voted his thieves back in.
Identity Attack0.027815815
Insult0.5130944
Profanity0.06646215
Threat0.007948523
Severe Toxicity0.011291504
Moderate 0.4575469 Low Con 0.222 Insult
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Canada is ruined now. And our new Prime Minister will make it much worse quickly. He already has claimed Canada stands behind 2 states. One created to go to the palastinians. There is no such …
Canada is ruined now. And our new Prime Minister will make it much worse quickly. He already has claimed Canada stands behind 2 states. One created to go to the palastinians. There is no such thing as a palastinian. It is not a land nor a nationality. They are killer muslims raised to hate the jews. I will retire soon, wealthy. I'm moving to the usa because I believe Canada will get worse. I believe the people from India have destroyed Canada as they have destroyed India. I would live with Mexicans ANYDAY over them! We need a Trump clone to get rid of them all. All they have done is made us racist because of how they live and how they treat us. Marc C is not going to do anything but make it way worse.
Identity Attack0.5135796
Insult0.40243408
Profanity0.092279755
Threat0.13815513
Severe Toxicity0.023076924
Moderate 0.45751464 Moderate Con 0.469 Identity Attack Fear_Threat
Sep 29, 2025 Why Canadians Are Turning Against …
India are pro scammers they know it all . Sad for the good ones
India are pro scammers they know it all . Sad for the good ones
Identity Attack0.48915586
Insult0.45758462
Profanity0.22792831
Threat0.026479885
Severe Toxicity0.02439716
Moderate 0.45751464 Moderate Con 0.302 Identity_Assertion
Feb 28, 2026 Inside Canada's Indian Invasion...
White countrys the west etc are almost gone.. Canada is beyond repair its gone. Europe has been ruined its gone. forever. Its just been put into order in Japan and S korea they lie and …
White countrys the west etc are almost gone.. Canada is beyond repair its gone. Europe has been ruined its gone. forever. Its just been put into order in Japan and S korea they lie and tell them birth rates going down which is a fuckinig lie just like global warming use these lies to take control. All these countries are what keep the world running in a "free state" and keep the world going in general. They have been replaced by 2nd and 3rd world immigrants on purpose. Why do you think Russia is at war and china is the bad country etc? Because israel doesnt have control over them fully. they are only few country's left where arent being replaced by goddamn immigrants. they use 2nd world immigrants to replace the white countrys because 3rd world counrtys they wouldnt be able to keep things running there iq is so low they are considered retarded by western standards. IThis is all being done by Israel.. there goal is to have a one world order meaning they control the world fully and have one country is the main goal. They were never promised a homeland so this is there plan. Once there are no white countrys left they have full control over every country. they have this written out to the public. the next phase will be to kill off the world population too 500,000,000 either through world war or a man made virus. And it will be kept under 500,000,000 after.. Then the one world order will be put in place. If you cant undestand this or see this yet then you are part of the problem and insanelly dumb because you are being used these people (the jews) want you dead. They look at anyone that isnt jewish as subhuman.. goyim.
Identity Attack0.45348886
Insult0.41530323
Profanity0.40185395
Threat0.017328756
Severe Toxicity0.03321367
Moderate 0.45751464 Moderate Con 0.317 Unverified_Claim
Mar 2, 2026 Inside Canada's Indian Invasion...
That's funny because the European colonizers didn't assimilate either and in fact they destroyed the indigenous culture and took their lives So I guess these new From India Being rude and in a hurry Is …
That's funny because the European colonizers didn't assimilate either and in fact they destroyed the indigenous culture and took their lives So I guess these new From India Being rude and in a hurry Is a lot different than decimating An Indigenous population and then acting like you're the Civilized one ridiculous
Identity Attack0.37432748
Insult0.4810288
Profanity0.25915453
Threat0.02924249
Severe Toxicity0.023076924
Moderate 0.45751464 Constructive 0.515 Moral_Argument
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Whyte Canadians created this mess, they thought could replace black Canadians in workplace with punjabi and it backfired now whyte Canadians are ones complaining about can't finding a job.
Whyte Canadians created this mess, they thought could replace black Canadians in workplace with punjabi and it backfired now whyte Canadians are ones complaining about can't finding a job.
Identity Attack0.55044734
Insult0.34101152
Profanity0.0935729
Threat0.010421164
Severe Toxicity0.023076924
Moderate 0.45751464 Moderate Con 0.448 Identity Attack
Jun 18, 2025 How Canada broke its immigration …
I’m Punjabi, Indian and my parents came in the 1970s assimilated, and became hard working people and earned a name and reputation! The Indians coming in now are degenerates, entitied to PR and the they …
I’m Punjabi, Indian and my parents came in the 1970s assimilated, and became hard working people and earned a name and reputation! The Indians coming in now are degenerates, entitied to PR and the they don’t act like students they want to drive around in jeep wranglers and chargers in plazas and fight with one another like morons! They have brought the Sikh people name down. Sadly there’s two parts, the good Indians are taken advantage of and their employers take advantage and they have to live in rental properties with tons of people living at once but in the end there’s a lot to uncover!
Identity Attack0.47178617
Insult0.48627716
Profanity0.37052724
Threat0.058826666
Severe Toxicity0.104393706
Moderate 0.45751464 Constructive 0.701
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Im not Canadian but I visited Canada twice specifically Montreal I saw how ugly and dirty indian neighborhoods are …the apartment I was staying at in 2019 there was only one Indian couple neighbors who …
Im not Canadian but I visited Canada twice specifically Montreal I saw how ugly and dirty indian neighborhoods are …the apartment I was staying at in 2019 there was only one Indian couple neighbors who both were very dirty but overall it was a decent place but past forward to 2025 the building got a lot more dirty because of other new Indian Neighbors u can’t even use the lifter because of the smell one of them brought his family from India and I think the dad peeid in the lifter and they brought bugs with them imagine how bad the situation was 🤮… also one them was literally walking barefoot with a weird disgusting towel he scared the shit out of me for a moment I felt so unsafe as a girl thank god I wasn’t alone otherwise I know he would’ve done something bad to me … I would never go back to that place ever again.. I spoke to Canadians who lived there they all had plans to move out to other areas they couldn’t stand them anymore like I went to asian and arabs / North Africans and sub Saharan Africans Jewish Mexican neighborhoods yeah they weren’t 100% clean but it’s clean nice smell and people aren’t loud like u see decent looking civilized people even tho some are very poor so it’s not about poverty
Identity Attack0.4911651
Insult0.47384647
Profanity0.18049006
Threat0.012906751
Severe Toxicity0.024350211
Moderate 0.4574824 Constructive 0.737 Fear_Threat
Mar 2, 2026 2 likes Inside Canada's Indian Invasion...
Lena was so obvious from day one that her wheels are spinning, but the mouse is MAiD. Almost the entire liberal party is a large fry short of a Happy Meal, so you just try …
Lena was so obvious from day one that her wheels are spinning, but the mouse is MAiD. Almost the entire liberal party is a large fry short of a Happy Meal, so you just try and ignore these things. I sold everything when Carney was elected. Whether I move to Alberta or stay here in Ontario, house prices have tanked. No matter what, because of this clown show, I won.
Identity Attack0.022188433
Insult0.5130944
Profanity0.06345607
Threat0.0070034824
Severe Toxicity0.007133484
Moderate 0.4574824 Moderate Con 0.388 Insult Economic_Argument
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I will never ever understand why white people are responsable for others problems. Indian are making a lot of kids than they send them into white countries as ” students ”. Like this every white …
I will never ever understand why white people are responsable for others problems. Indian are making a lot of kids than they send them into white countries as ” students ”. Like this every white country fall, one by one. Neo marxism is destroying EU right now as well. Those white leaders from many countries now are just a bounch of nobodies.
Identity Attack0.5135796
Insult0.38406035
Profanity0.19770569
Threat0.03304107
Severe Toxicity0.023076924
Moderate 0.45703048 Moderate Con 0.351 Identity Attack Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Islam is the only one which says everyone non Muslim is bad
Islam is the only one which says everyone non Muslim is bad
Identity Attack0.5502601
Insult0.24561718
Profanity0.16496858
Threat0.021300001
Severe Toxicity0.023076924
Moderate 0.45703048 Low Con 0.247 Identity Attack Unverified_Claim
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Why are the descendants of European colonizing thieves crying "white" tears? When the problem is white supremacy? No one told them to give up their nationalities to become white.
Why are the descendants of European colonizing thieves crying "white" tears? When the problem is white supremacy? No one told them to give up their nationalities to become white.
Identity Attack0.5135796
Insult0.37960073
Profanity0.15019037
Threat0.0138755
Severe Toxicity0.023076924
Moderate 0.45703048 Low Con 0.278 Identity Attack Identity_Assertion
Aug 26, 2025 Why Canadians Are Turning Against …
Thanks for shining a light on one of our biggest problems.Bro on the bike is SO right about; at least the Indians/Sikhs over muzzys and africans.
Thanks for shining a light on one of our biggest problems.Bro on the bike is SO right about; at least the Indians/Sikhs over muzzys and africans.
Identity Attack0.55044734
Insult0.36365277
Profanity0.19278693
Threat0.045572113
Severe Toxicity0.03321367
Moderate 0.45549932 Constructive 0.686 Identity Attack
Jan 27, 2026 Inside Canada's Indian Invasion...
Does anyone else feel like a minority in the town they were born. I was pulled over by the RCMP not long ago. They were both East Indians. One of which could barely speak proper …
Does anyone else feel like a minority in the town they were born. I was pulled over by the RCMP not long ago. They were both East Indians. One of which could barely speak proper English. I had an East Indian friend with me. I was interrogated more about being with an Indian woman than I was for speeding. They didn’t even care about my speed but pulled me back to their cruiser and kept questioning my intentions with the woman. Was fucking terrifying! So I went to the detachment to complain. Guess who the staff sergeant was. Another fucking East Indian🤦‍♂️ this is no longer Canada😑
Identity Attack0.38208112
Insult0.36193377
Profanity0.4819111
Threat0.022853967
Severe Toxicity0.052044146
Moderate 0.45396814 Constructive 0.581
Jan 15, 2026 2 likes Inside Canada's Indian Metropolis (Brampton)

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.