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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: "They are not Indians but …" 4,309 comments · Page 109 of 173
Our kids can’t get summer jobs unless your East Indian. Way tooooo man
Our kids can’t get summer jobs unless your East Indian. Way tooooo man
Identity Attack0.35624164
Insult0.08582769
Profanity0.050429728
Threat0.009178371
Severe Toxicity0.012435913
Low Tox 0.29953843 Moderate Con 0.368 Identity_Assertion
Jul 17, 2025 1 likes How Canada broke its immigration …
Wao man they are scared 😱 naming indians something is not adding up 🤔
Wao man they are scared 😱 naming indians something is not adding up 🤔
Identity Attack0.30103904
Insult0.089778624
Profanity0.084844165
Threat0.016638106
Severe Toxicity0.013285006
Low Tox 0.29771072 Low Con 0.121
Jan 27, 2026 Inside Canada's Indian Invasion...
I live in Texas, and I am not in support of our senator or governor selling out to India, that's why every gas station has an Indian inside it, that's why you don't see Latino/ …
I live in Texas, and I am not in support of our senator or governor selling out to India, that's why every gas station has an Indian inside it, that's why you don't see Latino/ Latina owned phone service stores and they were replaced with Indians. That's what our tax dollars are being fed to, and me as a Texan feeling replaced, radicalized, and fed up with the b.s I'm highly considering investing/ building my own compound in the newr future. I love for Pakistan 🇵🇰 I love Bangladesh 🇧🇩 I love Turkey 🇹🇷 I DO NOT love India 🚫 India 🚫
Identity Attack0.316
Insult0.16124763
Profanity0.17987521
Threat0.0138755
Severe Toxicity0.02077355
Low Tox 0.29771072 Constructive 0.767 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
No Indians or for that matter any other community enter Canada and choose to live their lives here if the Governments doesn't allow that. Please also acknowledge the fact that so many well educated Indians …
No Indians or for that matter any other community enter Canada and choose to live their lives here if the Governments doesn't allow that. Please also acknowledge the fact that so many well educated Indians are coming here which is a huge brain drain and capital loss for India itself , just because it is not able to provide better job opportunities there. Now they are coming with different cultural background with English not as their first language. But they settle down here for long term and contribute to the economy of this country. Don't hate them, they have done nothing wrong
Identity Attack0.37012735
Insult0.16124763
Profanity0.024814399
Threat0.009204263
Severe Toxicity0.009841919
Low Tox 0.29771072 Constructive 0.719
Dec 8, 2025 Inside Canada's Indian Metropolis (Brampton)
Let me tell you this as a legal Indian immigrant that came here 13 years ago with my whole family. There was a balance of immigration coming in from every country which was amazing until …
Let me tell you this as a legal Indian immigrant that came here 13 years ago with my whole family. There was a balance of immigration coming in from every country which was amazing until they opened the gates to India like it’s another bus stop away from India. Since then there have been so many illiterate people that fraudulently came here and keep trying to make Canada like back home which needs to stop. The reputation of Indian people which used to be hard working and family people is getting ruined by people that come here to give back nothing to Canadian economy. People that used to come into Canada came in with a dream but now it feels like just visiting another Indian state especially Brampton……… hopefully this stops but with the monkeys that have currently taken over Canadian parliament i hardly see an end to this.
Identity Attack0.2808415
Insult0.24928534
Profanity0.036401358
Threat0.008194493
Severe Toxicity0.00831604
Low Tox 0.29771072 Constructive 0.607 Personal_Narrative
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
North indians are mass migrating to our south states..they are taking over our businesses...all their family members run the businesses....so its economical for them...they dont learn our native language, they look down upon us for …
North indians are mass migrating to our south states..they are taking over our businesses...all their family members run the businesses....so its economical for them...they dont learn our native language, they look down upon us for being physically less attractive..we are dark and short....there is an internal conflict happening right now....not sure where i want to spend rest of my life....
Identity Attack0.36702603
Insult0.11978693
Profanity0.03690237
Threat0.009618527
Severe Toxicity0.013607788
Low Tox 0.29771072 Constructive 0.642
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Indian's warned Canadians a long time ago. 90% of these students are Sikh from Punjab , with an radical ideology named khalistani. They will only hire their family members. Why blame india ?
Indian's warned Canadians a long time ago. 90% of these students are Sikh from Punjab , with an radical ideology named khalistani. They will only hire their family members. Why blame india ?
Identity Attack0.37507164
Insult0.15698463
Profanity0.025087673
Threat0.0113014765
Severe Toxicity0.010299683
Low Tox 0.29771072 Moderate Con 0.387
Oct 3, 2025 IRCC Names India in Study …
W Tyler you investigated it like i've been posting like crazy to do....I hope theres a part 2 on this indian problem in Canada
W Tyler you investigated it like i've been posting like crazy to do....I hope theres a part 2 on this indian problem in Canada
Identity Attack0.12735364
Insult0.26957804
Profanity0.043415543
Threat0.007948523
Severe Toxicity0.005722046
Low Tox 0.29771072 Constructive 0.575 Call_To_Action
Jan 28, 2026 Inside Canada's Indian Invasion...
At least the Indians are working. I watched that Hasidic Jew interview Tyler just did and that was wild how no one worked.
At least the Indians are working. I watched that Hasidic Jew interview Tyler just did and that was wild how no one worked.
Identity Attack0.36702603
Insult0.10148193
Profanity0.11292298
Threat0.01101667
Severe Toxicity0.013414118
Low Tox 0.29771072 Moderate Con 0.389 Economic_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I’m actually appalled at the racism in this video. People have a right to search for a better life for themselves. Why do you think white people ended up in Canada in the first place? …
I’m actually appalled at the racism in this video. People have a right to search for a better life for themselves. Why do you think white people ended up in Canada in the first place? It’s not their country. Immigrants are typically highly educated and pay Canada exorbitant amounts of money to move here and/or go to school here. They also take a loss because most of the time their university degrees are not recognized in this country. They swallow their pride and take jobs beneath them. Immigrants bring value to this country. They’re extremely intelligent and hard working. In my 34 years living here not once have I seen ANY Indians or Africans in shelters or on the streets.
Identity Attack0.32476485
Insult0.16480011
Profanity0.036651865
Threat0.0086087575
Severe Toxicity0.009460449
Low Tox 0.29771072 Constructive 0.713 Moral_Argument
Jan 29, 2026 3 likes Inside Canada's Indian Invasion...
Invasion indeed...sadly, many dont assimilate... however, better the Indians than some other pple...
Invasion indeed...sadly, many dont assimilate... however, better the Indians than some other pple...
Identity Attack0.36702603
Insult0.09563028
Profanity0.058445938
Threat0.010705971
Severe Toxicity0.012435913
Low Tox 0.295883 Moderate Con 0.463 Fear_Threat
Mar 2, 2026 Inside Canada's Indian Invasion...
Funny how everyone screams about immigrants and Indians ‘ruining Brampton,’ but no one bats an eye when billions of OUR tax dollars are shipped to Ukraine. The real issue isn’t people trying to make a …
Funny how everyone screams about immigrants and Indians ‘ruining Brampton,’ but no one bats an eye when billions of OUR tax dollars are shipped to Ukraine. The real issue isn’t people trying to make a living — it’s governments that failed to plan for housing, infrastructure, and affordability. Stop blaming immigrants for problems created by bad leadership. we get all the hate while working the jobs many young Canadians don’t even want to show up for. Not all immigrants work on cash and not all of us are the same — we’re out here paying taxes, grinding hard
Identity Attack0.31015682
Insult0.16824563
Profanity0.024472807
Threat0.009230154
Severe Toxicity0.008659363
Low Tox 0.295883 Constructive 0.629
Sep 25, 2025 Inside Canada's Indian Metropolis (Brampton)
A group of Indian young men from Brampton robbed a number of LCBO stores, got caught on camera, threatening with a dog spray, lcbo employees were complicit with it. Police say they caught them, but …
A group of Indian young men from Brampton robbed a number of LCBO stores, got caught on camera, threatening with a dog spray, lcbo employees were complicit with it. Police say they caught them, but they were freed on bail and back doing similar crime.. India is also full of advertising how to get a Canadian PR..
Identity Attack0.36702603
Insult0.13245803
Profanity0.024609445
Threat0.03649433
Severe Toxicity0.01121521
Low Tox 0.295883 Constructive 0.537 Unverified_Claim
Oct 4, 2025 IRCC Names India in Study …
Finally someone has covered this! This is the sad reality as to what's happening to Canada. The UK is the exact same. We are being outbred, our jobs are being taken away, and we are …
Finally someone has covered this! This is the sad reality as to what's happening to Canada. The UK is the exact same. We are being outbred, our jobs are being taken away, and we are being overrun with them. Look at the Canadian government, that's how bad it has become. The Canadian government has become so corrupt because of this! Once they infiltrated the government, all kinds of corruption occured, their extended families were getting automatic citizenship, free healthcare, and draining the Canadian job market and healthcare benefits. One common scam they pull is that they will find a job, immediately apply for social welfare, and take time off and still get paid for months without even working. They completely abuse the system which results in actual Canadians who need social welfare benefits to not be able to gain any benefits, because of the amount of scammers that have infiltrated and colonized the country. Canada is screwed completely unless we speak up about this! There are many of us who don't like this and don't want it, but there are many Canadians who are bleeding hearts and weak who just accept it. They're going to outbreed us and eventually completely takeover and completely ruin the country. Canada is not the same place that I remember from my childhood. It has become the capitol of woke ideology, weakness, and completely overrun by Indians. Not to mention that we used to be a Christian country. We used to say Merry Christmas every year, Christian values were upheld and encouraged, now there are Mosques everywhere! There are more Mosques in Canada than Churches these days. Canada has become ruined. The worst part is, that those who come to our country don't even respect our values, traditions, or even attempt to assimilate. They expect us to conform to their ways. We can no longer be Christians because they are Anti-Christian, we can no longer speak English or French, because they hate our language. I have literally been to Toronto and Vancouver and seen the madness unfold, not an ounce of English is spoken or understood in those areas. It's either Chinese or Indian that is spoken. Usually, when you come to another country, you are supposed to conform to that country's values and traditions, not the other way around. Canada has done the complete opposite because of the bleeding hearts in charge of the country. I say screw that and no more! Make Canada Canadian Again! Keep Canada Christian!
Identity Attack0.10221587
Insult0.26957804
Profanity0.029888187
Threat0.00948907
Severe Toxicity0.006866455
Low Tox 0.295883 Constructive 0.677 Fear_Threat
Feb 6, 2026 2 likes Inside Canada's Indian Invasion...
Your president took hundreds of criminals from india though the indian government warned them not to. 😊 so question your government
Your president took hundreds of criminals from india though the indian government warned them not to. 😊 so question your government
Identity Attack0.2331515
Insult0.19225755
Profanity0.026727317
Threat0.010654188
Severe Toxicity0.0077056885
Low Tox 0.295883 Low Con 0.209 Policy_Critique
Mar 1, 2026 Inside Canada's Indian Invasion...
Indian fatigue 😂
Indian fatigue 😂
Identity Attack0.2823795
Insult0.16890354
Profanity0.13961408
Threat0.013476364
Severe Toxicity0.019095084
Low Tox 0.295883 Moderate Con 0.367 Humor_Satire
Aug 28, 2025 Why Canadians Are Turning Against …
9:12 ironic that Hanuman espoused humility and honour, key elements of civic sense which so many of my indian cousins lack.
9:12 ironic that Hanuman espoused humility and honour, key elements of civic sense which so many of my indian cousins lack.
Identity Attack0.293411
Insult0.14512913
Profanity0.07967158
Threat0.012078222
Severe Toxicity0.012962224
Low Tox 0.295883 Constructive 0.507 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Time to follow the US lead and start deporting refugees especially Chinese and East Indians. They do not give they take. HOW DO IMMIGRANTS GET 80,000 JUST FOR COMING TO CANADA WHILE CANADIANS GET NOTHING …
Time to follow the US lead and start deporting refugees especially Chinese and East Indians. They do not give they take. HOW DO IMMIGRANTS GET 80,000 JUST FOR COMING TO CANADA WHILE CANADIANS GET NOTHING AT ALL
Identity Attack0.36702603
Insult0.082866095
Profanity0.0166845
Threat0.010964886
Severe Toxicity0.010299683
Low Tox 0.295883 Moderate Con 0.374 Unverified_Claim
Jan 21, 2026 1 likes 2.9 million Canadian temporary visas …
As a Indian Sikh that was BORN in Australia with parents that have been in Australia for over 17 years, these new Indians coming here are the problem I’m not trying to be rude or …
As a Indian Sikh that was BORN in Australia with parents that have been in Australia for over 17 years, these new Indians coming here are the problem I’m not trying to be rude or racist but I’ve gone to India many times and there everyone is in Canada or something but when they get there they treat it like India, like if ur gonna go to a different country at least respect them . India is a beautiful country with good food it’s just that some (keyword some) people are disrespectful most Indians are like this because of stereotypes so they sometimes feel angry so then they try to get revenge. I’m not saying everyone is like this but I had to get it out because I’m starting to feel annoyed with Indians and other people, Indians also say that the uk stole from them so they are stealing back but that was only uk and only the government not the people. What u see on screens is not actually what India looks like on behalf of the Indian community I would like to say I’m sorry to everyone and every country we have taken over just know not everyone is like this only the Indians who have a ego and think they are better , sorry Canada, America, Australia and any other country
Identity Attack0.33352965
Insult0.17486192
Profanity0.12639372
Threat0.011741633
Severe Toxicity0.017029278
Low Tox 0.295883 Constructive 0.774 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
😂😂😂😂😂😂 While I was watching just for gags 20 year back I was amazed how canada people so gentle, city looks so clean 😂😂😂😂😂 Now our india canada same Why we have to tour canada …
😂😂😂😂😂😂 While I was watching just for gags 20 year back I was amazed how canada people so gentle, city looks so clean 😂😂😂😂😂 Now our india canada same Why we have to tour canada While everything is Indian 😂😂😂😂
Identity Attack0.36702603
Insult0.08434689
Profanity0.037904397
Threat0.0075083673
Severe Toxicity0.014253352
Low Tox 0.29405528 Moderate Con 0.401
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Now it is not a multicultural country, it is more a country with more Indian culture and that is not good for anyone because this is Canada not India
Now it is not a multicultural country, it is more a country with more Indian culture and that is not good for anyone because this is Canada not India
Identity Attack0.3817989
Insult0.0820023
Profanity0.023584666
Threat0.0067963502
Severe Toxicity0.008926392
Low Tox 0.29405528 Low Con 0.249
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
I am an Indian and I would say Canada belongs to white people, and we should respect their social values. Canadians dont let Canada to turn into Punjab India or into any other country. Canada …
I am an Indian and I would say Canada belongs to white people, and we should respect their social values. Canadians dont let Canada to turn into Punjab India or into any other country. Canada has a great culture. Preserve your culture Preserve your identity Canadian authorities and Native Canadians must make sure that strict civic sense to be followed by every immigrant.Make English language mandatory for every immigrant. Also every brown skinned is not Indians. Many Pakistani and Bangladeshi also tag themselves as Indians. And Indians who want to turn Canada like their homeland they please come back to India if you miss so much your country why to be in foreign land.
Identity Attack0.3817989
Insult0.09563028
Profanity0.044167064
Threat0.010913103
Severe Toxicity0.01159668
Low Tox 0.29405528 Constructive 0.746 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Indian invasion in new zealand to brother
Indian invasion in new zealand to brother
Identity Attack0.33675182
Insult0.076502606
Profanity0.0935729
Threat0.049128212
Severe Toxicity0.022064678
Low Tox 0.29405528 Low Con 0.177 Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
It's not just Brampton half of Vancouver is full of Indians
It's not just Brampton half of Vancouver is full of Indians
Identity Attack0.37222284
Insult0.110259406
Profanity0.06546012
Threat0.007689608
Severe Toxicity0.010299683
Low Tox 0.29405528 Low Con 0.298 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I live in the UK and there’s a lot of Indians over here. I genuinely don’t mind them, a lot of them work, contribute to society, don’t take the piss of our welfare state and …
I live in the UK and there’s a lot of Indians over here. I genuinely don’t mind them, a lot of them work, contribute to society, don’t take the piss of our welfare state and generally their religious ideology is not one to take over with v10l3nce. Plus their national food is so good! No issue with Indians
Identity Attack0.28034934
Insult0.1662211
Profanity0.28593817
Threat0.009799767
Severe Toxicity0.016706496
Low Tox 0.29405528 Constructive 0.663 Solidarity
Jan 27, 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.