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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: "Its not the people who …" 4,268 comments · Page 92 of 171
Im indian🇮🇳 but I support this guy, if indians get offended so easily why do make so much dirt everywhere , why do you do castism , dirt , and etc . Why do you …
Im indian🇮🇳 but I support this guy, if indians get offended so easily why do make so much dirt everywhere , why do you do castism , dirt , and etc . Why do you even let people question . There are more chinese immigrants than indians in foreign but I've never anyone say anything about China or any other . It's indians mistake .If you go to any country you must adapt their culture not put yours there . I hope people understand this .
Identity Attack0.29035977
Insult0.13245803
Profanity0.099305905
Threat0.0138755
Severe Toxicity0.014253352
Low Tox 0.2820025 Constructive 0.686 Identity_Assertion
Feb 4, 2026 4 likes Inside Canada's Indian Invasion...
Didnt some Indian truck driver run a stop sign, hit a bus carrying a junior hockey team and killed 16 people? And he only got 8 years?
Didnt some Indian truck driver run a stop sign, hit a bus carrying a junior hockey team and killed 16 people? And he only got 8 years?
Identity Attack0.23011416
Insult0.06858205
Profanity0.02973333
Threat0.2836219
Severe Toxicity0.015996376
Low Tox 0.2820025 Moderate Con 0.383
Jan 27, 2026 151 likes Inside Canada's Indian Invasion...
How do I get a job deporting people? They all gotta go.
How do I get a job deporting people? They all gotta go.
Identity Attack0.1508922
Insult0.06984934
Profanity0.025770858
Threat0.09009721
Severe Toxicity0.009536743
Low Tox 0.2820025 Low Con 0.288
Dec 31, 2025 Deportations From Canada at Their …
Beautiful thing about we Hindus or Sikhs is that we don't enforce our culture to anyone. If it was Islam, Brampton would have become a no go zone or a mini Islamic country. You might …
Beautiful thing about we Hindus or Sikhs is that we don't enforce our culture to anyone. If it was Islam, Brampton would have become a no go zone or a mini Islamic country. You might ask me, why don't they assimilate with locals? Well, we are culturally different and our skin colours are different. Assimilation at large scale requires common ground. In work places, people assimilate but Race Mixing at large scale is also not good for the society. It's very sad to see white people being homeless, Build a community of your own, look after one another. To be honest, you guys have destroyed your family structure in the name of individualism, feminism etc...
Identity Attack0.36273825
Insult0.08459369
Profanity0.07223598
Threat0.011586283
Severe Toxicity0.010986328
Low Tox 0.2820025 Constructive 0.753 Identity_Assertion
Dec 24, 2025 Inside Canada's Indian Metropolis (Brampton)
I'm an Indian American, and what Canada is doing is terrible. There's nothing wrong with immigrants, but you need to let in people with the right skills and who are willing to assimilate. The Indians …
I'm an Indian American, and what Canada is doing is terrible. There's nothing wrong with immigrants, but you need to let in people with the right skills and who are willing to assimilate. The Indians who are in Brampton say they're Canadian but only live within their communities and try to change the Canadian culture, and it's not right.
Identity Attack0.33352965
Insult0.1087965
Profanity0.026317406
Threat0.008285114
Severe Toxicity0.00869751
Low Tox 0.2820025 Constructive 0.701 Policy_Critique
Nov 6, 2025 Inside Canada's Indian Metropolis (Brampton)
I am sorry you guys are going through this. If i was Canadian going through all this, I would be upset. Canadian government should make decisions that best benefits it's people. I love Canada from …
I am sorry you guys are going through this. If i was Canadian going through all this, I would be upset. Canadian government should make decisions that best benefits it's people. I love Canada from my first visit as a child. Canada was different then from what you are describing today. So sorry immigrants are destroying your country. Im saddened by this
Identity Attack0.28883415
Insult0.10440776
Profanity0.019963788
Threat0.009929225
Severe Toxicity0.0062561035
Low Tox 0.2820025 Constructive 0.763
Aug 25, 2025 8 likes Why Canadians Are Turning Against …
Find these people and pack up the mosques they built for tax evasion and get them out of canada. ✊️🇨🇦 leave now before you have to leave with nothing.
Find these people and pack up the mosques they built for tax evasion and get them out of canada. ✊️🇨🇦 leave now before you have to leave with nothing.
Identity Attack0.2854555
Insult0.083359696
Profanity0.01846078
Threat0.025961896
Severe Toxicity0.009651184
Low Tox 0.2820025 Low Con 0.238
Sep 30, 2025 IRCC Names India in Study …
Indian hard worker people even they don’t need English largest community ever. From Somalia ❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤
Indian hard worker people even they don’t need English largest community ever. From Somalia ❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤
Identity Attack0.293411
Insult0.06826523
Profanity0.047173142
Threat0.012647836
Severe Toxicity0.01935331
Low Tox 0.28087774 Moderate Con 0.415 Solidarity
Jan 28, 2026 Inside Canada's Indian Invasion...
Who is trying to turn canada into india? You all forget that no one but the government is reponsible for bad immigration policies. Everyone comes here with a dream i mean canada is a country …
Who is trying to turn canada into india? You all forget that no one but the government is reponsible for bad immigration policies. Everyone comes here with a dream i mean canada is a country built by immigrants, just because some other nationalities got here first and made Canada their home does not give them the right to judge others. Shameless behaviour in the comments by some people. Humanity at its worst. God bless us all
Identity Attack0.1769227
Insult0.24171697
Profanity0.019690514
Threat0.0072235605
Severe Toxicity0.005645752
Low Tox 0.28087774 Constructive 0.533 Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
I dislike people who live for countries they don’t live in
I dislike people who live for countries they don’t live in
Identity Attack0.25817248
Insult0.06669625
Profanity0.07191269
Threat0.008789998
Severe Toxicity0.0076293945
Low Tox 0.28087774 Moderate Con 0.322 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Lefties is the problems, but peoples still voting left..
Lefties is the problems, but peoples still voting left..
Identity Attack0.23542951
Insult0.17361937
Profanity0.025770858
Threat0.008194493
Severe Toxicity0.0063323975
Low Tox 0.28087774 Low Con 0.257 Policy_Critique
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
I am the only white person most of the time when I get on the go bus or ttc, 90% of the other people are indian. Its not diversity when its just one group of …
I am the only white person most of the time when I get on the go bus or ttc, 90% of the other people are indian. Its not diversity when its just one group of people coming here mainly
Identity Attack0.36702603
Insult0.06669625
Profanity0.09195647
Threat0.0100069
Severe Toxicity0.011367798
Low Tox 0.28087774 Constructive 0.516 Identity_Assertion
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
The indians are good people . The ones that we should fear the ones that follow extreme ideas .Hindus ,Sikhs nothing to worry.
The indians are good people . The ones that we should fear the ones that follow extreme ideas .Hindus ,Sikhs nothing to worry.
Identity Attack0.31307843
Insult0.09124154
Profanity0.058445938
Threat0.04132889
Severe Toxicity0.015931819
Low Tox 0.28087774 Moderate Con 0.424
Dec 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I know what you're thinking 😁 See for the last couple centuries industrialized nations all over the world have been importing people like potatoes. And there is a very good reason for that. See over …
I know what you're thinking 😁 See for the last couple centuries industrialized nations all over the world have been importing people like potatoes. And there is a very good reason for that. See over the last couple hundred years you have made many advances in technology medicine and law enforcement. Your people however aren't having fifteen children anymore and your population is therefore receding. You then have to import people i.e. drain all the brains from around the world. Immigrants are also more eager to come if things back home aren't good especially when the world is bombing your pants off. Also things like rampant corruption that make it extremely difficult to live an honest life. They're also having children upon children because technology doesn't yet exist and so god told them to. 🦫 We are finite beings in an infinite universe. Also, you cannot stop immigration.
Identity Attack0.21470967
Insult0.18480228
Profanity0.07643871
Threat0.0138755
Severe Toxicity0.009994507
Low Tox 0.27975297 Constructive 0.567 Economic_Argument
Jan 23, 2026 Inside Canada's Indian Metropolis (Brampton)
Most of are Europeans and they still follow European culture, religion & lifestyle. Same Racism, hatred, violence, alcoholism, drugs, indecent clothes & behavior in public, they are on big government, army, political posts, same exploitation …
Most of are Europeans and they still follow European culture, religion & lifestyle. Same Racism, hatred, violence, alcoholism, drugs, indecent clothes & behavior in public, they are on big government, army, political posts, same exploitation like they were doing at time of colonial times. They looks modern but no change in their mentality & ideology. Even today they can’t tolerate different skin colors, cultures, religions etc. this should be changed. Racism & hatred is going out of control in Canada. Canadian government should take step against it. Right now Canada became world’s most dangerous country for immigrants & ‘non European’ people. It should be changed.
Identity Attack0.2816105
Insult0.15414265
Profanity0.04291453
Threat0.013702838
Severe Toxicity0.012574885
Low Tox 0.27975297 Moderate Con 0.433
Aug 25, 2025 Why Canadians Are Turning Against …
Canada is truly becoming India. I am from the states and just visited Toronto during a work trip. Starting from airport, most people working there are INDIANS, then got to the city center. Oh boy, …
Canada is truly becoming India. I am from the states and just visited Toronto during a work trip. Starting from airport, most people working there are INDIANS, then got to the city center. Oh boy, It was an Indian CITY.
Identity Attack0.36702603
Insult0.08582769
Profanity0.025634222
Threat0.0071588317
Severe Toxicity0.010070801
Low Tox 0.27975297 Constructive 0.591
Oct 10, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
An example. In the small village of about 60k people where I live, we struggle to keep a descent Chinese restaurant or two. Indians are attempting to put a restaurant, shop or grocery store in …
An example. In the small village of about 60k people where I live, we struggle to keep a descent Chinese restaurant or two. Indians are attempting to put a restaurant, shop or grocery store in every shopping center in town. Not to mention eyeing every house that goes on the market in my neighborhood. Then there's the immigration abuse and fraud that comes along with the particular culture.
Identity Attack0.34324843
Insult0.107333586
Profanity0.018665737
Threat0.008893564
Severe Toxicity0.006942749
Low Tox 0.27975297 Constructive 0.662 Identity_Assertion
Oct 1, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I live approximately 45 minutes from the Canadian border where the agent was murdered by the cultist. From there, there are so many people constantly trying to get across the border. This infuriates me knowing …
I live approximately 45 minutes from the Canadian border where the agent was murdered by the cultist. From there, there are so many people constantly trying to get across the border. This infuriates me knowing this happens. We had maybe 5 recent acquisitions of Indian people setting up and ruining successful gas stations and pop up smoke shops in my town allowing minors to freely browse and buy products. They keep to themselves because the people around here understand their predatory ways of selling and how gross they naturally are. I'm disappointed and I don't like them. I accept humans but I don't accept someone who can't wash their hands nor maintain a clean image morally and professionally. I know for certainty that they are illegally here buying properties which are very hard for us locals to even get our hands on. Something needs to be done and people need to be aware.
Identity Attack0.27914262
Insult0.16809943
Profanity0.044167064
Threat0.07476458
Severe Toxicity0.012054443
Low Tox 0.27975297 Constructive 0.744 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
As an Indian its sad to see people culture have been taken over by Indians. As an Indian even if you go in any country don't try to live among the native people, try to …
As an Indian its sad to see people culture have been taken over by Indians. As an Indian even if you go in any country don't try to live among the native people, try to live in places where you don't overtake another group of people by population. Its not our country to just spread our influence at the cost of others.
Identity Attack0.36702603
Insult0.08410009
Profanity0.028093686
Threat0.008336896
Severe Toxicity0.009231567
Low Tox 0.27975297 Constructive 0.661 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Not everyone from Punjab is bad but surely khalistan agenda people are not the right ones And also I really don't feel happy about how canada is letting people in who are not good at …
Not everyone from Punjab is bad but surely khalistan agenda people are not the right ones And also I really don't feel happy about how canada is letting people in who are not good at basic things too Your rules look compromised hence you are spoiling your country It's going to be very soon when your country is going to turn into a Pakistani vassal just like UK Because khalistan and Pakistan are linked Edit: I'm from Bharat aka india
Identity Attack0.2831485
Insult0.15911613
Profanity0.04141149
Threat0.014738814
Severe Toxicity0.012703998
Low Tox 0.27975297 Moderate Con 0.478 Fear_Threat
Feb 12, 2026 1 likes Inside Canada's Indian Invasion...
We as Canadians are having a hard time finding work as the Liberals are killing people off the English speaking culture.
We as Canadians are having a hard time finding work as the Liberals are killing people off the English speaking culture.
Identity Attack0.23542951
Insult0.0820023
Profanity0.025360947
Threat0.1575099
Severe Toxicity0.008392334
Low Tox 0.27975297 Moderate Con 0.365 Economic_Argument
Feb 6, 2026 1 likes Why Canadians Are Turning Against …
Sikhs are really awesome people. They all carry a blade
Sikhs are really awesome people. They all carry a blade
Identity Attack0.23922618
Insult0.07523532
Profanity0.094219476
Threat0.1319513
Severe Toxicity0.022452017
Low Tox 0.27975297 Moderate Con 0.448 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
In your video, you are unfairly targeting Indians and even showing Hindu Gods’ idols in a disrespectful way, which is highly inappropriate. What you failed to show is how other communities, including certain refugee groups, …
In your video, you are unfairly targeting Indians and even showing Hindu Gods’ idols in a disrespectful way, which is highly inappropriate. What you failed to show is how other communities, including certain refugee groups, have also influenced Canadian society in ways that often go unquestioned. Indians – especially Hindus – come to Canada by investing huge amounts of money, and they quietly contribute to the economy and culture without creating disturbances. Hindus rarely do anything other than celebrate their festivals peacefully in parks. Yes, the job market is tough – but it’s the same for everyone. I myself served as a Director in a Canadian supermarket chain and have been without a job for 13 years. My kids face the same struggle. But instead of talking about real issues, your video paints Indians in a very negative light. Why? Even leaders like Donald Trump tried this path of targeting communities, and it led only towards division and disaster. Please don’t create mental agony and hatred against Indian Hindus. These are the very people who generate jobs, run businesses, and quietly support society. I rate your video as a disgusting attempt to twist personal frustrations into a community-blaming narrative, even bringing in Indians who, sadly, criticize their own background. Targeting Indians and showing Hindu Gods’ idols is shameful and disrespectful. Hindus come to Canada by investing heavily, live peacefully, and contribute to society without disturbing anyone. The job market is tough for everyone – blaming Indians is nonsense. Your video spreads hate instead of facts and creates unnecessary division. Indians, especially Hindus, are job creators, not destroyers. This video is nothing but a disgusting attempt to twist personal frustration into hate against a community.
Identity Attack0.3072352
Insult0.12883772
Profanity0.029186781
Threat0.009696201
Severe Toxicity0.008850098
Low Tox 0.27975297 Constructive 0.824
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
We should be asking how did white people get to north america and where are the natives instead of focusing on legally migrating hardworkers who are ceos in all big tech companies
We should be asking how did white people get to north america and where are the natives instead of focusing on legally migrating hardworkers who are ceos in all big tech companies
Identity Attack0.32768643
Insult0.06459839
Profanity0.049928714
Threat0.009178371
Severe Toxicity0.008964539
Low Tox 0.27975297 Moderate Con 0.34 Moral_Argument
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
I’m grew up in Brampton, born here to immigrant parents who came in the 90s. The new generation of immigrants have really created a bad image for Indians here, I will encounter all kinds of …
I’m grew up in Brampton, born here to immigrant parents who came in the 90s. The new generation of immigrants have really created a bad image for Indians here, I will encounter all kinds of racism online or in real life, and the hatred is real. I wish it wasn’t so, but Brampton and for that matter the GTA is not equipped to handle these many people. Then you get the sheer number of illegal rooming houses, fraud, general disrespect for the norms and traditions of Canada from the newer generations of immigrants it just really paints a bad picture of Indian people. I hope things can change and both Indians and Canadians can live together and foster mutual respect for each other, but we are a long ways away
Identity Attack0.2831485
Insult0.16831873
Profanity0.02795705
Threat0.009204263
Severe Toxicity0.008964539
Low Tox 0.2786282 Constructive 0.788 Personal_Narrative
Jan 29, 2026 1 likes 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.