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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: "Lady this is not your …" 133 comments · Page 3 of 6
Lady in the green shirt nailed it! My father and grandfather came here and had to earn everything they got/ had including respect! They did after decades of hard work and assimilation! This generation of …
Lady in the green shirt nailed it! My father and grandfather came here and had to earn everything they got/ had including respect! They did after decades of hard work and assimilation! This generation of immigrants are undoing everything they did and destroying the respect and reputation my family and the original immigrant family built! It's infuriating!
Identity Attack0.31307843
Insult0.18107465
Profanity0.03189224
Threat0.008401625
Severe Toxicity0.009346008
Moderate 0.31963667 Constructive 0.714
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I don't believe we were kept safe. I'm first Nations and no one was protected when this country was built. I'm sorry lady but what is your culture that you practice. Is being white a …
I don't believe we were kept safe. I'm first Nations and no one was protected when this country was built. I'm sorry lady but what is your culture that you practice. Is being white a culture? Step one stop lying to yourself about how this country was formed.
Identity Attack0.29798782
Insult0.16337912
Profanity0.028093686
Threat0.007365964
Severe Toxicity0.007820129
Moderate 0.31547862 Constructive 0.633
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Eveb the Pakistani and the Indian lady in green who were both born in Canada do not have a Canadian accent...A sure sign of not integrating and just staying in their own bubble!!
Eveb the Pakistani and the Indian lady in green who were both born in Canada do not have a Canadian accent...A sure sign of not integrating and just staying in their own bubble!!
Identity Attack0.32768643
Insult0.16773392
Profanity0.016616182
Threat0.0069646453
Severe Toxicity0.008239746
Moderate 0.30136615 Moderate Con 0.456
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
26:36 I love this lady. You bubble what 😂😂😂😂 2 pounds for grapes 😮😱😭😭😭☠️
26:36 I love this lady. You bubble what 😂😂😂😂 2 pounds for grapes 😮😱😭😭😭☠️
Identity Attack0.025002124
Insult0.07270074
Profanity0.17380778
Threat0.04718852
Severe Toxicity0.021419114
Low Tox 0.29771072 Moderate Con 0.393 Humor_Satire
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
If your country is so good stay ther it’s all students it’s a scam they get in to go to school and they stay you get a big cheaque a car a job and a …
If your country is so good stay ther it’s all students it’s a scam they get in to go to school and they stay you get a big cheaque a car a job and a home what about Canadians that are homeless they can’t get nothing because Thers no address and Thers no phone so how can you get money not all are drug addicts that are homeless wen you see a woman get out of her car with two kids take them to day care and go to work if you got a job and no shower no nothing this is wrong this poor lady it made me want to cry two kids mom and a car living like a vagrant because others from other country’s have the apts a nice home and we got shit
Identity Attack0.10221587
Insult0.25998658
Profanity0.045419596
Threat0.008362788
Severe Toxicity0.008621216
Low Tox 0.295883 Constructive 0.51 Economic_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
I knew an indian guy from work who was convinced he was subject to racism bc he and 4 OTHER men from india went to a park at around 9pm and a lady yelled at …
I knew an indian guy from work who was convinced he was subject to racism bc he and 4 OTHER men from india went to a park at around 9pm and a lady yelled at them to shut up. ME: She prob just wanted silence my gawd. Loud speaker phones, no sense of respect for the park....like come on. Give the lady some peace. its so disrespectful... I dont recall growing up being so annoyed with noise pollution. Even speaker phones on trains WTH
Identity Attack0.27759558
Insult0.16817254
Profanity0.11354194
Threat0.011042561
Severe Toxicity0.011291504
Low Tox 0.29039988 Constructive 0.683
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
When the Asian lady is complaining about their driving…
When the Asian lady is complaining about their driving…
Identity Attack0.35299334
Insult0.083359696
Profanity0.053435806
Threat0.008919456
Severe Toxicity0.0073623657
Low Tox 0.2854971 Moderate Con 0.354 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
I agree with you lady. I am not racist neither but I am fed up that some nation come here and try to make their country, We Canadian born here and our parent grand parents …
I agree with you lady. I am not racist neither but I am fed up that some nation come here and try to make their country, We Canadian born here and our parent grand parents born here and they are the one that built this country and some of these immigrants are trying to destroy US and OUR COUNTRY, If you come here it is fine but leave according our rules and our freedom us Canadian with respect, Let s wake up Born here French Canadian bilingual I have been working for my country 50 years and cannot ge unemployment......the F.......system is fuck up Let s save our Country. God Bless us Canadian and Canada
Identity Attack0.2869935
Insult0.16861114
Profanity0.028640235
Threat0.010680079
Severe Toxicity0.012435913
Low Tox 0.2853768 Constructive 0.715 Identity_Assertion
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
I am extremely curious about the wave of Single Indian Ladies moving to a country filled with a population of men that you find unattractive and uninteresting to know. "Why would an attractive single Indian …
I am extremely curious about the wave of Single Indian Ladies moving to a country filled with a population of men that you find unattractive and uninteresting to know. "Why would an attractive single Indian Lady that dislikes White Skinned Men, relocate to a Country where the a majority of men are White Shinned ? " Can you tell us the Truth please. We are very interested in learning. THANK YOU
Identity Attack0.32184324
Insult0.076819435
Profanity0.029460056
Threat0.0076507707
Severe Toxicity0.0075912476
Low Tox 0.27750343 Constructive 0.638 Question
Feb 5, 2026 Inside Canada's Indian Metropolis (Brampton)
I had a lady who confessed to me that she was recommended by immigration to change to refugee status and avail benefits. She was Punjabi. Check who is manning Asylum department. They have to be …
I had a lady who confessed to me that she was recommended by immigration to change to refugee status and avail benefits. She was Punjabi. Check who is manning Asylum department. They have to be fired. Brother and sister get married for immigration by Somalis
Identity Attack0.2949366
Insult0.07491849
Profanity0.044417568
Threat0.054624002
Severe Toxicity0.011367798
Low Tox 0.27412915 Constructive 0.556
Dec 25, 2025 Deportations From Canada at Their …
lol the Indian lady is legit protecting Indians.
lol the Indian lady is legit protecting Indians.
Identity Attack0.28034934
Insult0.07396803
Profanity0.07805514
Threat0.010058682
Severe Toxicity0.01159668
Low Tox 0.26293078 Low Con 0.279 Meta_Commentary
Dec 2, 2025 1 likes IRCC Names India in Study …
I am extremely curious about the wave of Single Indian Ladies moving to a country filled with a population of men that you find unattractive and uninteresting to know. "Why would an attractive single Indian …
I am extremely curious about the wave of Single Indian Ladies moving to a country filled with a population of men that you find unattractive and uninteresting to know. "Why would an attractive single Indian Lady that dislikes White Skinned Men, relocate to a Country where the a majority of men are White Shinned ? "Can you tell us the Truth please. We are very interested in learning. THANK YOU
Identity Attack0.29188538
Insult0.071750276
Profanity0.043916557
Threat0.008453408
Severe Toxicity0.008010864
Low Tox 0.26104406 Constructive 0.633 Question
Feb 15, 2026 Inside Canada's Indian Metropolis (Brampton)
🏡Indian real estate agents - 🚩please explain why almost all listings on RealtorD0Tca for Toronto, Canada are under Indian Real estate agents? They try to take over all real estate. They get a lot of …
🏡Indian real estate agents - 🚩please explain why almost all listings on RealtorD0Tca for Toronto, Canada are under Indian Real estate agents? They try to take over all real estate. They get a lot of homes through mortgage fraud (watch the CDC report), to rent out as rooming houses, and they are a big reason for the housing shortage. Please do not buy from them if they are the selling agent. They are known to put harmful hidden clauses in the documents to get more money out of you than the list price, then you find out after the sale closes. They did this to one lady who bought her first home, and when the details were revealed AFTER closing, she had to file for BANKRUPTCY to clear her name and start her financial life again. DO NOT do the deal if they are the selling agent, and NEVER sign any paperwork they give you. We call it P----i paperwork. Do not sign it. Period. If they are the selling agent, walk away. Please spread the word. Their behavior is an ORGANIZED assault on the Canadian real estate and financial system, and it demands Canadians to deliver an organized response in rejection of this behavior. Boycott.
Identity Attack0.20680901
Insult0.1669316
Profanity0.07320584
Threat0.01187109
Severe Toxicity0.008354187
Low Tox 0.25462922 Constructive 0.661 Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
That Indian lady spoke the truth in green shirt nuff respect Aunty.
That Indian lady spoke the truth in green shirt nuff respect Aunty.
Identity Attack0.22859548
Insult0.12159709
Profanity0.08581402
Threat0.00948907
Severe Toxicity0.010147095
Low Tox 0.25462922 Constructive 0.548 Solidarity
Oct 22, 2025 Inside Canada's Indian Metropolis (Brampton)
5:56 lady isn’t even Canadian.
5:56 lady isn’t even Canadian.
Identity Attack0.19495805
Insult0.09563028
Profanity0.026454043
Threat0.00666042
Severe Toxicity0.005645752
Low Tox 0.24763705 Low Con 0.177 Identity_Assertion
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
On 5:20 the lady says I came 50 years ago, and she barely speaks English. How is it possible? Simple people worldwide have to tear their buts up to get high scores in CELPIP, IELTS, …
On 5:20 the lady says I came 50 years ago, and she barely speaks English. How is it possible? Simple people worldwide have to tear their buts up to get high scores in CELPIP, IELTS, getting 10-11 out of 12, and still not enoughj points for application. But how the people like the ones on the video (guy on 4th minute) and the lady on the 5th minute) infiltrated into Canada? Pure abuse
Identity Attack0.04925346
Insult0.11464815
Profanity0.09260304
Threat0.010110466
Severe Toxicity0.0077819824
Low Tox 0.23812068 Constructive 0.516
Oct 17, 2025 Inside Canada's Indian Metropolis (Brampton)
That lady! I cant be specific cause im a city worker! Lady! You are the problem you want fo keep that paycheck so you cant say anything uncorrect you have tons of these drones in …
That lady! I cant be specific cause im a city worker! Lady! You are the problem you want fo keep that paycheck so you cant say anything uncorrect you have tons of these drones in canada
Identity Attack0.024600167
Insult0.1669316
Profanity0.024062896
Threat0.009696201
Severe Toxicity0.0060653687
Low Tox 0.23739935 Moderate Con 0.391 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
This lady lied hardcore about the statics. Lol. You can go to Dearborn and see it.
This lady lied hardcore about the statics. Lol. You can go to Dearborn and see it.
Identity Attack0.010729378
Insult0.1662211
Profanity0.035399333
Threat0.007573096
Severe Toxicity0.0038337708
Low Tox 0.23739935 Low Con 0.269
May 23, 2019 1 likes How much do refugees and …
I never thought I would go back to China one day since I came here 23 years ago, 2 more years I will retire and go back to China, this country encourages lady people,and punish …
I never thought I would go back to China one day since I came here 23 years ago, 2 more years I will retire and go back to China, this country encourages lady people,and punish hardworking people.
Identity Attack0.27171627
Insult0.06337463
Profanity0.021876704
Threat0.023371955
Severe Toxicity0.0077056885
Low Tox 0.2359567 Constructive 0.527 Personal_Narrative
Aug 25, 2025 Why Canadians Are Turning Against …
As an American speaking, it's crazy that if you were to go to their country, you are permitted to adjust and assimilate the culture, but they come to other countries and turn a whole town …
As an American speaking, it's crazy that if you were to go to their country, you are permitted to adjust and assimilate the culture, but they come to other countries and turn a whole town into an assimilation of their country make it make sense. Loved how the Indian lady summed it up because immigrants are different
Identity Attack0.27682206
Insult0.07840354
Profanity0.073529124
Threat0.006861079
Severe Toxicity0.0061416626
Low Tox 0.23415339 Constructive 0.75 Comparative_Framing
Feb 7, 2026 Inside Canada's Indian Metropolis (Brampton)
As a Canadian that frequents Tim Hortons, the only time I had difficulty with East Indians is language barrier. Had to explain to a lady on a phone what dog dandruff was, when I was …
As a Canadian that frequents Tim Hortons, the only time I had difficulty with East Indians is language barrier. Had to explain to a lady on a phone what dog dandruff was, when I was booking a doctor appointment.
Identity Attack0.11860296
Insult0.13064787
Profanity0.02795705
Threat0.0066086366
Severe Toxicity0.004749298
Low Tox 0.22311419 Constructive 0.725
Jan 27, 2026 Inside Canada's Indian Invasion...
I was born and raised here. I've given birth to 6 children whom all have issues finding employment. Because all the jobs are taken every convenience store every timorhorns, every Taco Bell, every Burger King. …
I was born and raised here. I've given birth to 6 children whom all have issues finding employment. Because all the jobs are taken every convenience store every timorhorns, every Taco Bell, every Burger King. Is taken their jobs and giving them to newcomers. I'm not against people coming over to our beautiful land and enjoying and contributing. Insane that? You've Come to us kindly respect us. Don't take Uber the way it is going right now. We are gonna be the minority and what's gonna happen 50 years down the road? Our great grandkids are gonna be going after the government. Looking for a handout because our government has given away all of our jobs. They've given away our security. I will our elderly need to work until almost the day they go in the ground, so many homeless families. Some of it. Is self situitional some of it? Is because, for a simple 3 bedroom. There's 2 grand add your hydro. Add, your heat. Winter is coming like one of the ladies in the video. Says I haven't had cable or satellite and probably 20 years. I make minimum wage working 40 hours a week. I have rent. I have a car payment. I have insurance and a warm more time. As she said, there's nothing left over. Where is our? Where is our Pat? On the back our gratitude, I am a people person. It doesn't matter color shape sighs. I love everybody as an individual but I like understanding when they're talking to me too. I don't know if this is gonna do any good. I really don't and I'm not trying to sound rude or racist cause. I am not it's just one lonely. Worker's outlook on the world and how Canada has become. Thank you to our government.
Identity Attack0.054763943
Insult0.13607834
Profanity0.058445938
Threat0.009126588
Severe Toxicity0.0062561035
Low Tox 0.22177623 Constructive 0.889
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
I can’t believe this lady is our immigration minister. She can’t handle any questions asked.
I can’t believe this lady is our immigration minister. She can’t handle any questions asked.
Identity Attack0.033011556
Insult0.14331897
Profanity0.01490822
Threat0.0071588317
Severe Toxicity0.0028419495
Low Tox 0.20572066 Moderate Con 0.323 Policy_Critique
Feb 27, 2026 46 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
As a white canadien im not gonna feel guilty for something i didnt do to oppress that was never slave sorry but not sorry that lady is my hero
As a white canadien im not gonna feel guilty for something i didnt do to oppress that was never slave sorry but not sorry that lady is my hero
Identity Attack0.21075934
Insult0.04442204
Profanity0.033144772
Threat0.010084574
Severe Toxicity0.0064849854
Low Tox 0.20312156 Moderate Con 0.496
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
A white lady asked an Indian lady about Indian students
A white lady asked an Indian lady about Indian students
Identity Attack0.23391083
Insult0.03566399
Profanity0.07449899
Threat0.012078222
Severe Toxicity0.0066375732
Low Tox 0.20312156 Moderate Con 0.375
Oct 1, 2025 1 likes IRCC Names India in Study …

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.