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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

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Active: "How they are going to …" 2,613 comments · Page 31 of 105
east indians are everywhere dude in canada like 4 years ago going back decades tims was all old ladies like normal canadian ladies not east indian men and now its wild bad
east indians are everywhere dude in canada like 4 years ago going back decades tims was all old ladies like normal canadian ladies not east indian men and now its wild bad
Identity Attack0.46028158
Insult0.2735258
Profanity0.075792134
Threat0.008582866
Severe Toxicity0.01935331
Moderate 0.37955463 Low Con 0.299 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
time to go elsewhere immigrants, it's not that we don't like you, it's just we don't have the residence to house any of you.
time to go elsewhere immigrants, it's not that we don't like you, it's just we don't have the residence to house any of you.
Identity Attack0.39461556
Insult0.24928534
Profanity0.029888187
Threat0.012699619
Severe Toxicity0.016641939
Moderate 0.37795907 Constructive 0.532
Nov 26, 2025 Quebec Ends Economic Immigration Program …
If Indians want to feel like they're in India so bad they can go back to India. Everywhere you go even in BC you see less and less Canadian people anywhere, let alone Filipino, Mexican …
If Indians want to feel like they're in India so bad they can go back to India. Everywhere you go even in BC you see less and less Canadian people anywhere, let alone Filipino, Mexican or even Chinese.
Identity Attack0.48915586
Insult0.21602537
Profanity0.040409464
Threat0.01101667
Severe Toxicity0.01683561
Moderate 0.37795907 Moderate Con 0.415 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Indian community, especially Hindus, who are deeply engrossed in superstitions and their religion are known for destroying the native cultures. Even many Indians who are other than Hindus, know their secret agenda but western countries …
Indian community, especially Hindus, who are deeply engrossed in superstitions and their religion are known for destroying the native cultures. Even many Indians who are other than Hindus, know their secret agenda but western countries remain completely ignorant and oblivion to Hindu style of working. In India also, they deliberately assigned Hinduism to every tribes, although truth is that many tribes (well known tribe is Jatt/Jat) in India have their own culture and they do not belong to Hinduism or any other known religions of Hindu, Muslim, and Christians. Hinduism is just construction of sanghi brahamins, who destroyed India oldest known dhamm budhism. Intially these so called Hindus show kindness and courtesy to the culture of foreign countries they go. Once they get settled there, starts spreading hate against other relgions and cultures. One day, I am sure that these people make western countries's societies worst than India. You will see the big heaps of garbage and polluted rivers in west. Westerners are destined to be destroyed because of lack of understanding about these people.
Identity Attack0.46028158
Insult0.34314156
Profanity0.16589902
Threat0.045895394
Severe Toxicity0.023076924
Moderate 0.37795907 Moderate Con 0.479 Identity_Assertion
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
east indians are everywhere dude in canada like 4 years ago going back decades tims was all old ladies like normal canadian ladies not east indian men and now its wild bad
east indians are everywhere dude in canada like 4 years ago going back decades tims was all old ladies like normal canadian ladies not east indian men and now its wild bad
Identity Attack0.458714
Insult0.27146968
Profanity0.07482228
Threat0.008492245
Severe Toxicity0.01896597
Moderate 0.37795907 Low Con 0.299 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
this coming unrest is going to be unfavourable to certain people. Who ever is blind enough not to see the build up through the media .. is ignorant and choosing not to see the whats …
this coming unrest is going to be unfavourable to certain people. Who ever is blind enough not to see the build up through the media .. is ignorant and choosing not to see the whats happening. ​ And has no right to act surprised when things fall apart.
Identity Attack0.00984143
Insult0.4339631
Profanity0.057443913
Threat0.00967031
Severe Toxicity0.005264282
Moderate 0.37795907 Low Con 0.289
Nov 25, 2025 Quebec Ends Economic Immigration Program …
I hope one day a new government with an actual spine drops the hammer on all these people. You find one trace of Coming here illegally through scamming and lying, immediately deported. Canada is not …
I hope one day a new government with an actual spine drops the hammer on all these people. You find one trace of Coming here illegally through scamming and lying, immediately deported. Canada is not India, go home.
Identity Attack0.30256465
Insult0.36365277
Profanity0.04065997
Threat0.058826666
Severe Toxicity0.015479924
Moderate 0.37795907 Moderate Con 0.392
Nov 16, 2025 Inside Canada's Indian Metropolis (Brampton)
11:00 what did sikh man say that they can't speak freely in india?😂 What a joke? People literally abuse every govt on India online offline doesn't matter it's left or right..indian doesn't have civic sense …
11:00 what did sikh man say that they can't speak freely in india?😂 What a joke? People literally abuse every govt on India online offline doesn't matter it's left or right..indian doesn't have civic sense doesn't follow rule especially those traffic rules in Brampton and in india bcoz in india they got too much freedom in the name of so fundamental rights,free speech..... These people go in foreign countries and say they got tortured by indian govt they don't have freedom like seriously? This is literally hilarious things....99% Sikh driving truck in foreign countries and talking about freedom... Educated, middle class sikh working in India , have sikh military regiment, and punjab state have Sikh govt and they aren't able to speak right? Govt need to indentify such traitors.....and cancel their Visa and sieze Thier property in India......
Identity Attack0.38445538
Insult0.27763805
Profanity0.19524631
Threat0.13211988
Severe Toxicity0.02383376
Moderate 0.37751234 Constructive 0.522 Identity_Assertion
Feb 4, 2026 Inside Canada's Indian Invasion...
HA!!! I STARTED A JOB IN WHITE ROCK BC. DOING GROCERY DELIVERY FOR THRIFTY FOODS, THE FIRST DAY ON THE JOB I HURT MY BACK ON THE L4-L5 VERTEBRAE, THE PAIN WAS SO HORRIBLE THAT …
HA!!! I STARTED A JOB IN WHITE ROCK BC. DOING GROCERY DELIVERY FOR THRIFTY FOODS, THE FIRST DAY ON THE JOB I HURT MY BACK ON THE L4-L5 VERTEBRAE, THE PAIN WAS SO HORRIBLE THAT IT RENDERED ME UNABLE TO WALK, I TRIED TO GET AN APPOINTMENT AT THE JIMMY PATTISON PAIN CLINIC AND THEY TOLD ME I HAD TO WAIT 8 MONTHS, MY PAIN WAS SO HORRIBLE, I COULDN'T EVEN WALK TO THE BATHROOM WITHOUT SCREAMING FROM THE PAIN... THE MEDICAL SYSTEM IN BC IS SO F'N BROKEN ITS NOT EVEN FUNNY!!! SO MANY OF OUR DOCTORS AND NURSES HAVE MOVED TO THE STATES BECAUSE OUR GOVERNMENT IS TOO F'N CHEAP TO PAY FOR GOOD QUALITY CANADIAN CARE WHAT THE HELL IS THIS COUNTRY COMING TO???? WE NEED TO GET RID OF THIS MONEY DRAINING WOKE LIBERAL GOVERNMENT!!! THEY'VE RUINED CANADA SO MUCH WITH HOW THEY OVER POPULATED OUR GREAT COUNTRY WITH IMMIGRANTS WHO DO NOT WANT TO ADAPT TO OUR CANADIAN CULTURE, INSTEAD THEY COME HERE AND EXPECT US CANADIANS TO ADAPT TO THEIR WAY OF LIFE!!! THATS NOT HOW IT WORKS!!! THOSE IMMIGRANTS WHO DO NOT WANT TO ADAPT TO THE CANADIAN WAY OF LIFE ALL NEED TO EITHER PRACTICE YOUR WAY OF LIFE IN YOUR OWN HOME OR GO BACK TO YOUR OWN COUNTRY WHERE YOU CAME FROM... IF I WERE TO VISIT YOUR COUNTRY, I'D HAVE NOTHING BUT MY UTMOST RESPECT FOR YOUR WAYS AND YOUR CULTURE... DON'T COME TO MY COUNTRY AND TRY TO CONVERT ME TO YOUR MUSLIM WAY OF LIFE... I AM A CANADIAN AND I AM A FIRST NATIONS NATIVE AMERICAN... I SAY AMERICAN BECAUSE WHEN YOU LOOK AT A MAP, CANADA IS A PART OF THE NORTH AMERICAN CONTINENT AND MY DESCENDANTS WERE HERE FIRST... BE RESPECTFUL WHEREVER YOU ARE. ❤
Identity Attack0.04280826
Insult0.26957804
Profanity0.29053202
Threat0.012854968
Severe Toxicity0.023076924
Moderate 0.37751234 Constructive 0.533 Personal_Narrative
Sep 10, 2025 Why Canadians Are Turning Against …
If we can have Chinatown and Greektow, I'm fine with Indiatown so long as they are not NO-GO zones like the Muslims have in France.
If we can have Chinatown and Greektow, I'm fine with Indiatown so long as they are not NO-GO zones like the Muslims have in France.
Identity Attack0.46028158
Insult0.18480228
Profanity0.09034003
Threat0.01238892
Severe Toxicity0.023076924
Moderate 0.37751234 Constructive 0.62 Fear_Threat
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
These foreign religious buildings are how they organize and centralize their fraud. Once they're established as a religious building they don't have to pay taxes. This becomes ground Central for money laundering and human trafficking. …
These foreign religious buildings are how they organize and centralize their fraud. Once they're established as a religious building they don't have to pay taxes. This becomes ground Central for money laundering and human trafficking. The religious community then pulls its resources and sets up all kinds of fake businesses across the city like daycares and special centers for people with Autism and mental retardation. They also take control of bodegas and gas stations across the city cash business is used to launder the money. Americans need to realize there's 1.5 billion Indians but there's only about 400 million Americans. They have quadruple or population and can easily send hundreds of millions of Indians to our country without losing any population. If they get caught doing crimes they just go to the Sikh temple and get help leaving the country with all their ill got in gains
Identity Attack0.39773783
Insult0.3388922
Profanity0.06495911
Threat0.010576514
Severe Toxicity0.016319158
Moderate 0.37751234 Constructive 0.601 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
Do MEXICO next? Do Muslims, Africans, and Indians invade MEXICO too? Then go to America or Canada?
Do MEXICO next? Do Muslims, Africans, and Indians invade MEXICO too? Then go to America or Canada?
Identity Attack0.47178617
Insult0.14331897
Profanity0.03389629
Threat0.013321015
Severe Toxicity0.017222947
Moderate 0.37751234 Low Con 0.188
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Hey Hatemonger. Tim Horton's in India are much nicer than they are in Canada. Google it. Or go visit. Your brain will open up a bit. Instead of videos like this make a video questioning …
Hey Hatemonger. Tim Horton's in India are much nicer than they are in Canada. Google it. Or go visit. Your brain will open up a bit. Instead of videos like this make a video questioning Canadian government policies and why immigration authorities are asleep at the wheel as visas and permits expire and people overstay their visits. Quality of Canadian YT content is being run into the sewage by creators like you.
Identity Attack0.11396073
Insult0.39297962
Profanity0.032894265
Threat0.008349842
Severe Toxicity0.009994507
Moderate 0.37751234 Constructive 0.512 Policy_Critique
Feb 27, 2026 1 likes Inside Canada's Indian Invasion...
I live in Brampton. I can go days without meeting a white Canadian. Everyone seems to be Indian, Pakistani or Bangladeshi
I live in Brampton. I can go days without meeting a white Canadian. Everyone seems to be Indian, Pakistani or Bangladeshi
Identity Attack0.46028158
Insult0.15911613
Profanity0.07223598
Threat0.009696201
Severe Toxicity0.017481172
Moderate 0.37751234 Moderate Con 0.452 Identity_Assertion
Feb 20, 2026 2 likes LILLEY UNLEASHED: The fall of …
I don’t understand like you bring it 4 million of them in four years. This is too much you change the whole system in Canada and most of them are getting free healthcare freeform free …
I don’t understand like you bring it 4 million of them in four years. This is too much you change the whole system in Canada and most of them are getting free healthcare freeform free apartments look the Canadian total debt increased by like $300 billion in a couple years because of those people I’m not against Indian. I have Indian friends but this kind of Indian people like you go there like you’re built like 50 call what the hell is wrong with you like you have to understand that’s a Christian country or they believe in God in one car they don’t believe in paganism and 20k kids. Still 4 million people is not normal to move in 4 years Is not fair Even im albanian u bring 4 million albanian in cannada i dont agree with it Is like increasing popullation 15 percent in 3-5 years Indian people drive bad than the cannadian people pay high insurance rates So you called me in Canada and you use free houses free renting free stuff and taking the other people money it’s not good that’s why you need to make your government India to develop your country better and not to attack the Muslim and be racist against the Muslims and the Indian Muslims Here we go with pagan gods looks ugly statue, bro the God is the creator of everything there’s no human gods stop leaving in fairytale paganism
Identity Attack0.36273825
Insult0.30797598
Profanity0.3320008
Threat0.012596053
Severe Toxicity0.023076924
Moderate 0.37751234 Constructive 0.521 Policy_Critique
Feb 26, 2026 Inside Canada's Indian Invasion...
Poor Canada should they go Indian najority or muslim majority
Poor Canada should they go Indian najority or muslim majority
Identity Attack0.46028158
Insult0.17361937
Profanity0.037904397
Threat0.012026439
Severe Toxicity0.017158391
Moderate 0.37751234 Low Con 0.199 Identity_Assertion
Nov 20, 2025 Why Canadians Are Turning Against …
We all whites should go to india africa and all the musliam countries and make them better again becaue all those people are takeing tax payers money to not work or to set there familys …
We all whites should go to india africa and all the musliam countries and make them better again becaue all those people are takeing tax payers money to not work or to set there familys up for free
Identity Attack0.44690517
Insult0.123407245
Profanity0.09551262
Threat0.015774792
Severe Toxicity0.020515325
Moderate 0.37751234 Low Con 0.218 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Before WATCHING the video I would like to say THERE IS NO SUCH THING AS INDIAN!! My grandfathers (both sides) were ww1 vetw and decorated ww2 vets. For ww1 and ww2 the largest VOLUNTEER army …
Before WATCHING the video I would like to say THERE IS NO SUCH THING AS INDIAN!! My grandfathers (both sides) were ww1 vetw and decorated ww2 vets. For ww1 and ww2 the largest VOLUNTEER army in WORLD HISTORY was from "India" ( created in 1947). Parts of the Ahghani mountains and Tajikstan were taken and Gurjrati Muslims were given Panjab and Gujrati Hindus the other. On the north of steeles ave from Kipling to airport Rd there was NOTHING but some farms. After over 100 YEARS IN THE NATION the Sikhs and serving in BOTH WW1 and WW2 bought the first houses and businesses in the 90's. There are about 800,000 Panjabi's in Canada vs about 2 milliom Chinese. In the 90's, when Springdale was built, Gujrati people moved to Canada influx. The character of Kumar from Harold and Kumar go to white castle, rishi Sunak, kash Patel, the people rubbing cow manure on them and other setero type are Gujrati. The Sikh religion are AGINST conversation of ANY KING. If you are Christian, the Sikh religion says to be the best Christian as possible! Ben Sapiro, the Jew, as said and his people believe that Jesus was a jealot and is burning in hell in hot feces, SEMAN, and urine. In the 90's the government of Canada STOPPED allowing Panjabi farmers to come to Canada and made way for the Gujrati HINDUS. Over 100 YEARS the Sikh, Muslim and Hindus have been in Canada and NEVER asked for special treatment. Springdale was build and FIRST SETTLED by Panjabi's, who have been in nation for over 100 years. In 1947 "India" was created, again, and parts of Afghanistan and Tajikstan was taken and created Pakistan. Where is the homeland of Panjabi people? Your grandfathers are ROLLING in their graves because of the disrespect of the Panjabi people! Go look up Sikhs in ww1 and ww2. There were 2 Sikh and Anglo-Saxson wars and Panjab was the HARDEST and LONGEST land to take (which was through betrayal and NOT battle - another story). (Stoping here - because you are retarded)
Identity Attack0.39966375
Insult0.2435641
Profanity0.16357292
Threat0.058503386
Severe Toxicity0.02604016
Moderate 0.37751234 Constructive 0.638
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
All these bon white Europeans gotta go that came here in the last 4 decades
All these bon white Europeans gotta go that came here in the last 4 decades
Identity Attack0.44690517
Insult0.16861114
Profanity0.15371579
Threat0.03407705
Severe Toxicity0.023076924
Moderate 0.37751234 Low Con 0.21 Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
02:17 exactly...why European come...why African , Latino came or Asian came.... If I come into the country I'm okay but if someone else comes to the country it's bad... No this logic is not going …
02:17 exactly...why European come...why African , Latino came or Asian came.... If I come into the country I'm okay but if someone else comes to the country it's bad... No this logic is not going to work
Identity Attack0.44690517
Insult0.14150882
Profanity0.108590275
Threat0.012751401
Severe Toxicity0.023076924
Moderate 0.37751234 Constructive 0.539 Moral_Argument
Nov 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Oh so you are that guy who spread hatred against Indians by the "poop festival video" which festival was unknown by most of the Indians themselves. We Indians are the most successful in US and …
Oh so you are that guy who spread hatred against Indians by the "poop festival video" which festival was unknown by most of the Indians themselves. We Indians are the most successful in US and Canada. And accept the fact that if you people had that talent then you were not going to hire foreign talents. *You need us Indians* . And you are jealous of us as we Indians earn more than average Canadians or Americans and you don't have the talent to beat us that's why your own companies hire us.
Identity Attack0.38176915
Insult0.3388922
Profanity0.18049006
Threat0.009825659
Severe Toxicity0.01986976
Moderate 0.37751234 Moderate Con 0.445 Identity_Assertion
Jan 27, 2026 5 likes Inside Canada's Indian Invasion...
TWICE i have driven off 7+ young middle eastern men harassing a young lady...I would go to jail, for anyone's daughter!..even if she was from the middle east. CANADA
TWICE i have driven off 7+ young middle eastern men harassing a young lady...I would go to jail, for anyone's daughter!..even if she was from the middle east. CANADA
Identity Attack0.3758158
Insult0.14874944
Profanity0.077731855
Threat0.3733964
Severe Toxicity0.023076924
Moderate 0.37751234 Constructive 0.59
Aug 25, 2025 Why Canadians Are Turning Against …
2:10 dude spoke truth and it goes for all immigrants and if not assimilate they should go back to
2:10 dude spoke truth and it goes for all immigrants and if not assimilate they should go back to
Identity Attack0.43256098
Insult0.16809943
Profanity0.09518933
Threat0.077831104
Severe Toxicity0.023076924
Moderate 0.37751234 Moderate Con 0.312 Identity_Assertion
Feb 8, 2026 Inside Canada's Indian Invasion...
I think there are many in this Country that are presently quite deluded. Here in BC they interviewed people on the News about what they thought was "important" and some said "Arts & Culture" and …
I think there are many in this Country that are presently quite deluded. Here in BC they interviewed people on the News about what they thought was "important" and some said "Arts & Culture" and others said "Climate change" and another said " education"! But NO, NO the MOST Important is THE COST OF HOUSING & GROCERIES! 😢 WHEN are the AIRHEADS GOING TO WAKE UP???!!!
Identity Attack0.030433474
Insult0.4125297
Profanity0.12551236
Threat0.009566744
Severe Toxicity0.012833111
Moderate 0.37751234 Constructive 0.563 Economic_Argument
Feb 17, 2026 12 likes LILLEY UNLEASHED: The fall of …
Come to Canada to become Canadian. Come to Canada to remain and turn the area into India - GO HOME!!!!
Come to Canada to become Canadian. Come to Canada to remain and turn the area into India - GO HOME!!!!
Identity Attack0.41975367
Insult0.18604483
Profanity0.028776871
Threat0.012906751
Severe Toxicity0.023076924
Moderate 0.37751234 Low Con 0.152 Identity_Assertion
Feb 16, 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.