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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: "As an indian, i am …" 4,309 comments · Page 35 of 173
All the White Canadians blaming Indians for immigrating while their own Government is the one who put them in this mess. Not a single Indian would be in Canada if it wasn't for your own …
All the White Canadians blaming Indians for immigrating while their own Government is the one who put them in this mess. Not a single Indian would be in Canada if it wasn't for your own Government allowing them in. You don't want Indians, go change your freaking Government instead of recording videos of immigrants living in an immigrant enclave like every other immigrant community does. At the end of the day, you get the Government you deserve.
Identity Attack0.5502601
Insult0.4794537
Profanity0.39207047
Threat0.018364733
Severe Toxicity0.06488878
Moderate 0.51980776 Moderate Con 0.347 Identity Attack
Oct 8, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Does anyone else get really excited when Tyler makes a video about India, Im not even Indian Im Mexican but I feel an affinity with Indians so much except for the poop eating and paganism
Does anyone else get really excited when Tyler makes a video about India, Im not even Indian Im Mexican but I feel an affinity with Indians so much except for the poop eating and paganism
Identity Attack0.46028158
Insult0.36798462
Profanity0.39409557
Threat0.019918699
Severe Toxicity0.0912254
Moderate 0.51980776 Constructive 0.569 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Come to my country we are sick of the chinese, Indian and white people here too.....the British force us to accept them for us to get independence 70 years ago and then they left all …
Come to my country we are sick of the chinese, Indian and white people here too.....the British force us to accept them for us to get independence 70 years ago and then they left all these Indian and chinese here and they refused to assimilate of evern speak local language....
Identity Attack0.6007182
Insult0.42367843
Profanity0.19401662
Threat0.031314444
Severe Toxicity0.045767322
Moderate 0.51980776 Moderate Con 0.43 Identity Attack Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
My favourite part was the probably 'queer' atheist white blob saying he is fearful of Muslims as if there is something to fear in Islam. He doesnt know he needs the light of Islam in …
My favourite part was the probably 'queer' atheist white blob saying he is fearful of Muslims as if there is something to fear in Islam. He doesnt know he needs the light of Islam in his dark dark life. If we see white people doing bad things we dont blame it on christianity. Its the same for others. Their bad actions are not endorsed by their religion. If you knew even just a little about what their religion teaches. Im not indian. Or a white queer atheist block of fat.
Identity Attack0.57150364
Insult0.47384647
Profanity0.33453682
Threat0.017156094
Severe Toxicity0.040387187
Moderate 0.51980776 Moderate Con 0.448 Identity Attack Moral_Argument
Feb 26, 2026 Inside Canada's Indian Invasion...
Save world from Indians
Save world from Indians
Identity Attack0.61901736
Insult0.34314156
Profanity0.18417911
Threat0.05268431
Severe Toxicity0.053837523
Moderate 0.51980776 Low Con 0.265 Identity Attack Fear_Threat
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
They establish trafficking networks and money laundering networks like crazy. There is literally no benefit to having indians in your country.
They establish trafficking networks and money laundering networks like crazy. There is literally no benefit to having indians in your country.
Identity Attack0.57150364
Insult0.4794537
Profanity0.2453505
Threat0.015774792
Severe Toxicity0.024819711
Moderate 0.51980776 Low Con 0.127 Identity Attack Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Indians peoples yuck 🤮
Indians peoples yuck 🤮
Identity Attack0.5135796
Insult0.44802538
Profanity0.41375932
Threat0.029933142
Severe Toxicity0.23224458
Moderate 0.51869136 Moderate Con 0.316 Identity Attack Fear_Threat
Mar 1, 2026 4 likes Inside Canada's Indian Invasion...
Canadian should thank indians as they are non violent people unlike muslims
Canadian should thank indians as they are non violent people unlike muslims
Identity Attack0.6106996
Insult0.37506318
Profanity0.14049543
Threat0.014393489
Severe Toxicity0.024819711
Moderate 0.51869136 Moderate Con 0.319 Identity Attack Identity_Assertion
Feb 6, 2026 Inside Canada's Indian Invasion...
Indians love their Poo-Teens.
Indians love their Poo-Teens.
Identity Attack0.50125694
Insult0.4196762
Profanity0.39409557
Threat0.013424582
Severe Toxicity0.16960317
Moderate 0.51869136 Low Con 0.222 Identity Attack Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Indian people taking over and building up and bringing up the economy! Okay! It is making us Canadians say, “too much!” At least you heard the last 4 minutes! But, Whites, Blacc’s and whoever else …
Indian people taking over and building up and bringing up the economy! Okay! It is making us Canadians say, “too much!” At least you heard the last 4 minutes! But, Whites, Blacc’s and whoever else still left behind competing in an old world and fighting and being indifferent about race still! Yeah Fucc y’all! The Indian people see Brown and sticc to a motive while everyone else fighting! Canadian’s and American’s will doom themselves!
Identity Attack0.5135796
Insult0.46327567
Profanity0.4113413
Threat0.055270568
Severe Toxicity0.16960317
Moderate 0.51869136 Moderate Con 0.348 Identity Attack
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
I’m an Indian and even I feel that Canada is losing it all , it’s a white country who build it up . Just kick the immigrants who don’t respect white culture cauz it’s Canada …
I’m an Indian and even I feel that Canada is losing it all , it’s a white country who build it up . Just kick the immigrants who don’t respect white culture cauz it’s Canada not India .
Identity Attack0.57957685
Insult0.32211447
Profanity0.22105443
Threat0.5251682
Severe Toxicity0.16960317
Moderate 0.51869136 Moderate Con 0.494 Identity Attack Threat Identity_Assertion
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Indians have done nothing but disrespect Canada, Canadians and our culture. GO HOME
Indians have done nothing but disrespect Canada, Canadians and our culture. GO HOME
Identity Attack0.57150364
Insult0.35849577
Profanity0.089693464
Threat0.012854968
Severe Toxicity0.024631912
Moderate 0.51869136 Low Con 0.266 Identity Attack Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Even the indians are sick of indians, they tell me everyday 😂
Even the indians are sick of indians, they tell me everyday 😂
Identity Attack0.55044734
Insult0.40243408
Profanity0.26600444
Threat0.038220957
Severe Toxicity0.09649272
Moderate 0.51869136 Low Con 0.275 Identity Attack Humor_Satire
Feb 26, 2026 2 likes Inside Canada's Indian Invasion...
Indian immigrants have been using and abusing Canada for years. Close the door and deport.
Indian immigrants have been using and abusing Canada for years. Close the door and deport.
Identity Attack0.6007182
Insult0.36798462
Profanity0.07223598
Threat0.13532294
Severe Toxicity0.034110364
Moderate 0.51869136 Low Con 0.201 Identity Attack Call_To_Action
Sep 29, 2025 IRCC Names India in Study …
Indian either spam garbage or scam money..🥹
Indian either spam garbage or scam money..🥹
Identity Attack0.5135796
Insult0.4794537
Profanity0.32658687
Threat0.045572113
Severe Toxicity0.16960317
Moderate 0.51869136 Low Con 0.181 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Modi is a criminal like Bibi and Trump and should all be sitting in the same jail cell...the punjabi people are people of the highest quality and definitely deserve their own country and not under …
Modi is a criminal like Bibi and Trump and should all be sitting in the same jail cell...the punjabi people are people of the highest quality and definitely deserve their own country and not under the boot of the racist Indian government
Identity Attack0.4508763
Insult0.56997263
Profanity0.24910301
Threat0.13228847
Severe Toxicity0.10702737
Moderate 0.51869136 Moderate Con 0.347 Insult Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Bro punjais don’t eat poop other indian states people eat mostly hindus
Bro punjais don’t eat poop other indian states people eat mostly hindus
Identity Attack0.48915586
Insult0.4339631
Profanity0.39409557
Threat0.06238277
Severe Toxicity0.16960317
Moderate 0.51869136 Low Con 0.223 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
WHAT A SHAME,BECAUSE OF THEIR FRAUD,HOW MANY CANADIAN FAMILIES,STUDENTS,YOUTHS,ADULTS LOST THEIR JOB,LOST THEIR HOMES. MS.ZAFAR IS LYING LYING,LYING,HOW CAN A LARGE NUMBER OF INDIAN STUDENTS CAN DISAPPEAR,THEY THINK,BY SAYING" DISAPPEARED, THE STUDENTS AND THEIR STATUS …
WHAT A SHAME,BECAUSE OF THEIR FRAUD,HOW MANY CANADIAN FAMILIES,STUDENTS,YOUTHS,ADULTS LOST THEIR JOB,LOST THEIR HOMES. MS.ZAFAR IS LYING LYING,LYING,HOW CAN A LARGE NUMBER OF INDIAN STUDENTS CAN DISAPPEAR,THEY THINK,BY SAYING" DISAPPEARED, THE STUDENTS AND THEIR STATUS WILL BE PORTECTED. 100% THEY MADE LOTS OF MONEY FROM THESE STUDENTS AND LET THEM DISAPPEAR. SHAME THEY SHOULD BE REMOVED FROM IRCC. THEY ARE INCOMPETENT AND GENETICALLY FRAUD. REMOVE,REMOVE,THEY BELONG IN THE PRISON,IF THEY ARE NOT HONEST AND DONT TRY TO TRACK THOSE DISAPPEARED STUDENT. THEY SHOULD BE SENT TO PRISON.THEY KNEW IT,THEY HAVE THEIR PHONE AND THEIR ADDRESS. WHAT A SHAME. WE CANADIANS DONT WANT FRAUD,CROOKED PEOPLE WORKING IN IRCC. SHAME,DISGUSTING,WHAT AN EMBARRASSMENT.
Identity Attack0.27991617
Insult0.54471385
Profanity0.10425757
Threat0.18597278
Severe Toxicity0.043077253
Moderate 0.5140397 Moderate Con 0.373 Insult
Oct 10, 2025 1 likes IRCC Names India in Study …
The problem of Indian people is the gases and bad smell. thanks God
The problem of Indian people is the gases and bad smell. thanks God
Identity Attack0.55044734
Insult0.40189892
Profanity0.22105443
Threat0.13397428
Severe Toxicity0.18844056
Moderate 0.5140397 Moderate Con 0.361 Identity Attack Unverified_Claim
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
No more Indians. They are not becoming Canadian. They are effectively colonizers.
No more Indians. They are not becoming Canadian. They are effectively colonizers.
Identity Attack0.6007182
Insult0.38406035
Profanity0.085167445
Threat0.024580594
Severe Toxicity0.043077253
Moderate 0.5140397 Low Con 0.163 Identity Attack
Sep 7, 2025 Why Canadians Are Turning Against …
Now think about how these Indians can even afford to buy these massive churches and temples. They make an average of like 2000 usd A YEAR IN INDIA. Even my small town in Ontario has …
Now think about how these Indians can even afford to buy these massive churches and temples. They make an average of like 2000 usd A YEAR IN INDIA. Even my small town in Ontario has multiple churches taken over by Indians. Hard to explain the anger when an old picture of your Grandfather you never met gets taken down and the church taken over in exhange for some Hindu bullshit. Also the sikh temple guy saying everything is the same - their culture is unbelievably different than any western culture. We are unfortunately just not the same and don't have the same values. Takes a lot for us Canadians to get this fed up with a foreigner. We have always been the most multicultural.
Identity Attack0.5135796
Insult0.4810288
Profanity0.44752163
Threat0.032005094
Severe Toxicity0.15706694
Moderate 0.5140397 Constructive 0.735 Identity Attack Identity_Assertion
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Can’t even get a job in my own country because these people are only hiring Indians. it’s ridiculous. I hope something happens soon.
Can’t even get a job in my own country because these people are only hiring Indians. it’s ridiculous. I hope something happens soon.
Identity Attack0.50515765
Insult0.47384647
Profanity0.25001678
Threat0.035113025
Severe Toxicity0.023076924
Moderate 0.5140397 Moderate Con 0.416 Identity Attack Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
As Indian, indian Brahmin believe west is hell in middle age and late middle age, now they invet west and criticize their culture they are disgusting
As Indian, indian Brahmin believe west is hell in middle age and late middle age, now they invet west and criticize their culture they are disgusting
Identity Attack0.49855098
Insult0.5497792
Profanity0.357228
Threat0.10696311
Severe Toxicity0.16960317
Moderate 0.5140397 Low Con 0.297 Insult
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
As an Indian , I confirm that Indian always add value in the society where we live . Indians give contribution very high in taxes , less crime , highly skilled and educated in USA …
As an Indian , I confirm that Indian always add value in the society where we live . Indians give contribution very high in taxes , less crime , highly skilled and educated in USA particularly. May be some khalistani demean us in the name of Indian , because they hate belong called Indian . The guy with cycle may be true . Might he has faced a khalistani minded bastard .
Identity Attack0.50515604
Insult0.5270482
Profanity0.4596479
Threat0.07016479
Severe Toxicity0.1465323
Moderate 0.5140397 Constructive 0.694 Identity Attack Insult Identity_Assertion
Feb 4, 2026 1 likes Inside Canada's Indian Invasion...
I met an Arab man who was saying, “Why are Indians so dirty?” I told him, “I don’t know.” He said, “I went to Thailand for sightseeing, and there were Indians everywhere. They smelled so …
I met an Arab man who was saying, “Why are Indians so dirty?” I told him, “I don’t know.” He said, “I went to Thailand for sightseeing, and there were Indians everywhere. They smelled so bad. I even saw five men with one woman and was shocked. I will never go back there again.”
Identity Attack0.58743036
Insult0.47384647
Profanity0.32120174
Threat0.042662576
Severe Toxicity0.07805709
Moderate 0.5140397 Constructive 0.553 Identity Attack Unverified_Claim
Jan 29, 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.