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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: "You invited them over when …" 78 comments · Page 2 of 4
Don’t blame them, blame your government for the sake of money. They invited for workers for students. They are legally migrated, not illegal migration, go and catch the your politicians. Those are now acting as …
Don’t blame them, blame your government for the sake of money. They invited for workers for students. They are legally migrated, not illegal migration, go and catch the your politicians. Those are now acting as a crocodile tears
Identity Attack0.10221587
Insult0.22303216
Profanity0.028230323
Threat0.010680079
Severe Toxicity0.005683899
Low Tox 0.27412915 Moderate Con 0.35 Policy_Critique
Nov 11, 2025 Inside Canada's Indian Metropolis (Brampton)
The "immigrants" are not the blame. THE GOVERNMENT that is bringing them in is. Get RID of the Libs who caused this problem. THEY let them in (read INVITED them) to get more votes.
The "immigrants" are not the blame. THE GOVERNMENT that is bringing them in is. Get RID of the Libs who caused this problem. THEY let them in (read INVITED them) to get more votes.
Identity Attack0.27914262
Insult0.0838533
Profanity0.018597418
Threat0.029933142
Severe Toxicity0.009994507
Low Tox 0.27236435 Low Con 0.25 Policy_Critique
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Well if the indians really wanted to be a part of this country they should be inviting the homeless in that church into their temple's foodbank and really show their value to the people they're …
Well if the indians really wanted to be a part of this country they should be inviting the homeless in that church into their temple's foodbank and really show their value to the people they're gentrifying.
Identity Attack0.28034934
Insult0.08434689
Profanity0.04141149
Threat0.009230154
Severe Toxicity0.00869751
Low Tox 0.25462922 Moderate Con 0.407 Moral_Argument
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Thank god I declined my invite. I'm an Indian and was recently hired for my expertise but I respectfully declined and told my clients I would be able to remotely help them. I dont like …
Thank god I declined my invite. I'm an Indian and was recently hired for my expertise but I respectfully declined and told my clients I would be able to remotely help them. I dont like Indians going to other Countries without valid visa or an invite from the other Country. It destroys genuine people like me.
Identity Attack0.28034934
Insult0.071116626
Profanity0.072882555
Threat0.012751401
Severe Toxicity0.008735657
Low Tox 0.25462922 Constructive 0.754
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
1. People who said they feel now a minority. How do such people feel about invading India and killing the Native Canadians!? Did they assimilate with local natives or simply wiped them out? Looting India …
1. People who said they feel now a minority. How do such people feel about invading India and killing the Native Canadians!? Did they assimilate with local natives or simply wiped them out? Looting India and many more places. 2. Blaming the politicians for inviting immigrants, well if death to birth ratio is unfavorable then solution is immigration to provide social welfare for a growing senior population.
Identity Attack0.23694818
Insult0.0623257
Profanity0.020442016
Threat0.13734594
Severe Toxicity0.01083374
Low Tox 0.24763705 Constructive 0.536 Moral_Argument
Feb 5, 2026 2 likes Inside Canada's Indian Metropolis (Brampton)
Invite people from a country where they value a human life less than a pair of jeans and you expect them to abide by our rules? 😂
Invite people from a country where they value a human life less than a pair of jeans and you expect them to abide by our rules? 😂
Identity Attack0.1232452
Insult0.100019015
Profanity0.026590679
Threat0.008492245
Severe Toxicity0.0066375732
Low Tox 0.24282593 Low Con 0.268
Oct 2, 2025 IRCC Names India in Study …
CANADA IS NOT SAFE ANYMORE AS THE GOVERNMENT KEEP INVITING STUDENTS AND IMMIGRANTS
CANADA IS NOT SAFE ANYMORE AS THE GOVERNMENT KEEP INVITING STUDENTS AND IMMIGRANTS
Identity Attack0.22707681
Insult0.06921569
Profanity0.013302735
Threat0.007327127
Severe Toxicity0.0059127808
Low Tox 0.23451406 Low Con 0.272 Fear_Threat
Oct 12, 2025 IRCC Names India in Study …
I’m gonna comment here with a lil rant and I’m Indian woman, and I know my comment here would probably invite a lot of racist remarks . I am working very hard in my country …
I’m gonna comment here with a lil rant and I’m Indian woman, and I know my comment here would probably invite a lot of racist remarks . I am working very hard in my country to be a doctor and I wanna leave my country (because no opportunities ) and move to a better and a safer country where I’m respected as a woman , which my country fails to . Now , I have to give a lot of exams and fill up a lot of visa requirements to be in any better country and I’m absolutely fine with it . But I’m not fine with the fact that countries like Canada , Australia , uk etc are immigrating people from India who are not educated , don’t wanna assimilate, with very eased up visa requirements, easy pr facilities because these countries want cheap labor and when these bottom of barrel uneducated folks move to another country they do shady businesses , start making huge communities of similar people having similar views and this leads to chaos and a backlash , racism on a particular ethnicity, stereotypes and so and so . I’m not saying my people aren’t flawed , they are but why the government is so easy in immigrating uneducated uncouth people from 3rd world countries where even these people wouldn’t be hired in some great companies or give anything great to build a valuable society , why people who are talented and literally would assimilate, has respect , is educated literally would bring a change for better is sidelined or toughened up their immigration process ? I might come off as very rude and jealous by my comment and actually im kinda jealous but I really wanna know and I observed this pattern a lot . All educated people wanting to move out are struggling while these kinda are just migrating so so easily and most even have permanent residencies WHAT ???
Identity Attack0.17614605
Insult0.076185785
Profanity0.13256322
Threat0.013579931
Severe Toxicity0.012283325
Low Tox 0.22980402 Constructive 0.778 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
For someone who presents himself as a “journalist,” this is a deeply dishonest piece of work. The framing is not subtle: loaded titles, racial counting, selective locations, and deliberately uneven questioning all push the same …
For someone who presents himself as a “journalist,” this is a deeply dishonest piece of work. The framing is not subtle: loaded titles, racial counting, selective locations, and deliberately uneven questioning all push the same conclusion. Immigrants are interrogated about their presence and legality, while others are invited to pass judgment on them. When racial stereotypes are voiced, you don’t challenge them — you laugh. That’s not an accident, and it’s not neutral. You clearly understand that housing shortages, sanitation issues, and infrastructure strain are the result of policy failures and poor planning. Yet you repeatedly avoid those causes because blaming systems doesn’t generate clicks the way racial implication does. Reducing complex, structural problems to identity isn’t investigative — it’s lazy, cynical, and intellectually shallow. When a city worker gives a grounded response that doesn’t fit the narrative you’re pushing, it’s brushed aside. When visuals can be used to imply blame, they’re highlighted. That pattern makes the “just asking questions” defense ring hollow. This isn’t exposing truth — it’s manufacturing outrage and calling it journalism. With your reach, that’s not just irresponsible, it’s embarrassing. You're not a journalist but just a racist. That's all
Identity Attack0.1064171
Insult0.123407245
Profanity0.022354934
Threat0.007961469
Severe Toxicity0.004272461
Low Tox 0.22043827 Constructive 0.527 Policy_Critique
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
If some guy handed you an invitation to a party at his house, and there, after an hour, someone approaches saying , 'I hate to tell you, but you WERE'NT actually invited and your invitation …
If some guy handed you an invitation to a party at his house, and there, after an hour, someone approaches saying , 'I hate to tell you, but you WERE'NT actually invited and your invitation is fake, and although the guy who invited you DOES HALF OWN the house, but it is HIS BROTHER hosting the party, and your friend, whenever his brother holds a party prints out fake invitations. And then after being told to just STAY PUT, after thinking that you would like to just leave, the guy who explained this comes over to tell you that since your friend IS half owner of the house, that you are ALLOWED TO STAY, but preferably if you could just walk a long narrow hallway in sit in the large roomy storage closet. Maybe then, you think it preferable to just leave, but IT MIGHT BE CONSTRUED that you are making A BIG FUSS about leaving, and this would be BEING RUDE to the people WHO TOOK QUITE A BIT OF TIME to help you sort out YOUR DILEMMA, and IF you DO leave, you might NOT EVER be invited back again, and if you AREN'T invited back, MAYBE someone who saw you AT THE PARTY: LIKES YOU, and will go around LOOKING FOR YOU, even to the points of looking through people's windows to find you, and WHAT IF this would happen at like 3am, and maybe you should JUST TRY TO enjoy your stay in the broom closet BECAUSE someone who DOES LIKE YOU would wait and be able to SPOT YOU and say 'hi' AS YOU EXIT the main entrance, if that is the only exit.
Identity Attack0.014249804
Insult0.0816321
Profanity0.10982819
Threat0.011767523
Severe Toxicity0.008277893
Low Tox 0.20335422 Constructive 0.667 Humor_Satire
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
Your so right if you don’t want to assimilate in Canadian society . Then stay in your country as no one invite you. You are here asking Canada to give you opportunity. Now you want …
Your so right if you don’t want to assimilate in Canadian society . Then stay in your country as no one invite you. You are here asking Canada to give you opportunity. Now you want to bring your culture no you should he respectful for this country. So sad leave what ever you have in your country
Identity Attack0.17303948
Insult0.062150877
Profanity0.012346277
Threat0.0074436385
Severe Toxicity0.0047683716
Low Tox 0.200795 Moderate Con 0.41
Aug 26, 2025 Why Canadians Are Turning Against …
Don’t know about Canada, but in US, Indians are the richest ethnic groups. Canada does attract lesser skilled Indians. However, pretty sure Indians contribute more than their share of taxes. You guys can keep on …
Don’t know about Canada, but in US, Indians are the richest ethnic groups. Canada does attract lesser skilled Indians. However, pretty sure Indians contribute more than their share of taxes. You guys can keep on hating but all the western countries need Indians as that’s where the population is. And people work hard. They are invited. >99% Indians immigrate legally. They’re abiding by rules laid by these countries. Up to these countries to decide the rules.
Identity Attack0.25309357
Insult0.054962315
Profanity0.017094411
Threat0.006925808
Severe Toxicity0.0044441223
Low Tox 0.19599396 Constructive 0.615
Oct 3, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Sovereignty is the concept and practice that got us to where we are as a species belonging to countries. Somehow our political leadership decided that sovereignty was no longer a thing and Trudeau simply said …
Sovereignty is the concept and practice that got us to where we are as a species belonging to countries. Somehow our political leadership decided that sovereignty was no longer a thing and Trudeau simply said "C'mon over..." Our path forward is to purge our nation of illegal immigrants, PRs that aren't hitting the metrics, students with expired visas and of course criminals who are not Canadians. Once we've cleaned house we need to treat our country like the prize that it can be and only invite in those who fit in with our psyche and economic needs. Just because someone shows up at our border doesn't mean that they belong in Canada.
Identity Attack0.11163961
Insult0.0838533
Profanity0.02167175
Threat0.011146127
Severe Toxicity0.0062561035
Low Tox 0.18459146 Constructive 0.59 Policy_Critique
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
What were Western empires doing in India? Nobody invited you.
What were Western empires doing in India? Nobody invited you.
Identity Attack0.099072486
Insult0.061451588
Profanity0.018597418
Threat0.009074804
Severe Toxicity0.004081726
Low Tox 0.17891699 Low Con 0.197 Moral_Argument
Feb 18, 2026 3 likes Inside Canada's Indian Invasion...
More immigrants more money ..thats why they invite a lot of new comers..
More immigrants more money ..thats why they invite a lot of new comers..
Identity Attack0.12208464
Insult0.033790905
Profanity0.0138151245
Threat0.0069646453
Severe Toxicity0.003604889
Low Tox 0.16098402 Low Con 0.165 Unverified_Claim
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
One thing to highlight with not seeing any homeless Indians in that first seen is not that Indians are causing others to be homeless - rather, they are willing to help family out to prevent …
One thing to highlight with not seeing any homeless Indians in that first seen is not that Indians are causing others to be homeless - rather, they are willing to help family out to prevent homelessness! When we first came here (20+ years ago from Ethiopia), we couldn’t find work and faced homelessness. Our extended family came thru and let the 4 of us stay in a small 1 bedroom in the basement until we could get on our feet. By having a room to be safe in, we avoided a lot of the consequences of homelessness that would have made getting back on our feet exponentially difficult. What I have found shocking now to see as a Canadian of 20+ years is my non-immigrant Canadian friends who will watch quietly as their family members fall under the poverty line and towards homelessness, avoiding inviting them in to not “disrupt their peace” at home. I’ve had random family of friends stay with me in hard times to avoid them being on the street while my generally kind friends (at least to others!) did not take them in. This individualistic mindset of the West really means if you have a low point in life, you will plummet to rock bottom…. Ofc homelessness and poverty is multifaceted but a more collective approach to community would also reduce the burden!
Identity Attack0.17614605
Insult0.060927123
Profanity0.021466793
Threat0.008414571
Severe Toxicity0.004787445
Low Tox 0.1587729 Constructive 0.879
Oct 25, 2025 Inside Canada's Indian Metropolis (Brampton)
As an Indian American, I believe that living amongst themselves is wrong. They should integrate to Canadian society and converse with all others. Keep your culture, but do not be closed to Canadian culture. Take …
As an Indian American, I believe that living amongst themselves is wrong. They should integrate to Canadian society and converse with all others. Keep your culture, but do not be closed to Canadian culture. Take on the best of both, and invite non-Indian friends to celebrate functions.
Identity Attack0.1808059
Insult0.03235855
Profanity0.017845914
Threat0.006874025
Severe Toxicity0.0028419495
Low Tox 0.15545623 Constructive 0.735 Moral_Argument
Nov 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Britain had to fight to conquer India. Canada by contrast invited in the invaders and paid them to come and colonize them
Britain had to fight to conquer India. Canada by contrast invited in the invaders and paid them to come and colonize them
Identity Attack0.10221587
Insult0.035333443
Profanity0.01805087
Threat0.011068452
Severe Toxicity0.003490448
Low Tox 0.15103401 Low Con 0.155 Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Once again you can't fault the immigrants. Trudy and his henchmen were paid handsomely to invite them.
Once again you can't fault the immigrants. Trudy and his henchmen were paid handsomely to invite them.
Identity Attack0.09328204
Insult0.04383647
Profanity0.013849284
Threat0.0072882893
Severe Toxicity0.0026893616
Low Tox 0.14256015 Low Con 0.287 Policy_Critique
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
East Indians are famous for their honesty. They should be allowed to come to Canada in an unlimited number. Invite more Punjabis to Surrey BC, https://www.youtube.com/watch?v=uWvuNnRwDZ0
East Indians are famous for their honesty. They should be allowed to come to Canada in an unlimited number. Invite more Punjabis to Surrey BC, https://www.youtube.com/watch?v=uWvuNnRwDZ0
Identity Attack0.1444726
Insult0.033019636
Profanity0.022764845
Threat0.009126588
Severe Toxicity0.0048828125
Low Tox 0.13388206 Constructive 0.522 Humor_Satire
Oct 10, 2025 IRCC Names India in Study …
As an Indian living in India, I’d say it was your country’s government’s problem and mistake, similar to what the UK is doing now. Aside from government or policies, Indians immigrating to Canada is something …
As an Indian living in India, I’d say it was your country’s government’s problem and mistake, similar to what the UK is doing now. Aside from government or policies, Indians immigrating to Canada is something that dates back to the British era, when Britain sent a group of Indians, specifically Sikhs, for security or labor work in Canada. This started the trend of Sikhs (turban-wearing ones) moving there. In modern times, the West was richer in terms of education and infra compared to Asia, which attracted many normal students and families immigrants also. Canada and America were built by immigrants, but now things are saturated, which I understand, and that’s where the resentment comes from. The majority Sikh state ( punjab) in India is still behind in development and job wise cooperation, and the historical pattern from the British era of moving to Canada for a better life has become a norm for many young people there. The close, collaborative nature of Sikhs—like a cousin in Canada inviting another cousin from India to come over, open a shop, work together, or share housing—is another reason many don’t hesitate to immigrate. These are some of the reasons behind mass immigration from India. Now, with saturation, the resentment toward immigration has grown. India itself faces issues with immigrants who live off our taxes, take rights meant for native children, and abuse policies, laws, or the environment. At least Canada has better-off immigrants—educated and contributing to the economy. While some may depend on taxes, most are hardworking and self-sufficient; otherwise, Canada’s economy would have collapsed by now. In end i can understand the hatred but you guys should stop this yourselves - not hunting them but prevent more.
Identity Attack0.11280017
Insult0.047935467
Profanity0.017504321
Threat0.0074048014
Severe Toxicity0.0031280518
Low Tox 0.13041082 Constructive 0.817 Comparative_Framing
Dec 19, 2025 Inside Canada's Indian Metropolis (Brampton)
The most dangerous part is that many of them are working as nurses now. I am a nurse and have been training these people from India. To be honest, it is very a hard and …
The most dangerous part is that many of them are working as nurses now. I am a nurse and have been training these people from India. To be honest, it is very a hard and frustrating process cos I have to teach them even the most basic skills like taking a blood pressure or covid swab cos they know nothing. Hospitals are hiring them because they believe their “ lmany” years of nursing experience in India. Then I found out that in their country, nursing is only 3 years compared to 4 years in Canada and they do not require a nursing license to work as nurses in India. They come here, go to review centres to pass the licensure exam. And the College of nurses of Ontario allow this! Nursing is stressful enough and we do not have time to teach English and basis nursing. There are still many Canadian nurses I know looking for a job but they don’t even get an invite for an interview because even the HR department are Indians. Seriously, these people need to get investigated.
Identity Attack0.08749158
Insult0.059061307
Profanity0.035900343
Threat0.008712323
Severe Toxicity0.004119873
Low Tox 0.1269396 Constructive 0.802
Sep 30, 2025 109 likes IRCC Names India in Study …
How are these people getting there? In the 1990s, as a white European from Slovakia, I wanted to visit Canada purely as a tourist. I had no intention of staying, working, or immigrating. At that …
How are these people getting there? In the 1990s, as a white European from Slovakia, I wanted to visit Canada purely as a tourist. I had no intention of staying, working, or immigrating. At that time, we still needed a visa to enter Canada. To obtain a visitor visa, I had to provide: A valid passport A completed visa application form Passport photos Payment of the visa fee A letter of invitation (if visiting someone) or a basic travel plan Proof of sufficient financial funds (bank statements for several months) Proof of employment (employment letter confirming my job and approved leave) Pay slips or proof of regular income If self-employed: business registration and tax documents Proof of property ownership (if applicable) Evidence of strong ties to Slovakia (family, job, studies, business) Sometimes a criminal record check Confirmation that I had no prior immigration violations
Identity Attack0.10221587
Insult0.033019636
Profanity0.020783609
Threat0.0070552654
Severe Toxicity0.003566742
Low Tox 0.123468354 Constructive 0.594 Comparative_Framing
Feb 27, 2026 Inside Canada's Indian Invasion...
Once they set their foots , they'll invite their peoples , and they breeds real fast
Once they set their foots , they'll invite their peoples , and they breeds real fast
Identity Attack0.062039822
Insult0.028502205
Profanity0.040158957
Threat0.019573374
Severe Toxicity0.005683899
Low Tox 0.12086493 Low Con 0.192 Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I’m not racist we were all immigrants at one time, but I don’t remember being asked by the government if we want to invite this many of any race into the country. Everything is good …
I’m not racist we were all immigrants at one time, but I don’t remember being asked by the government if we want to invite this many of any race into the country. Everything is good in moderation, not floodgates.
Identity Attack0.10221587
Insult0.030926194
Profanity0.02023706
Threat0.006874025
Severe Toxicity0.002746582
Low Tox 0.1140901 Constructive 0.634
Aug 27, 2025 Why Canadians Are Turning Against …

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.