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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: "You can’t make it make …" 1,431 comments · Page 37 of 58
The lawyer is a funny guy .. looks like they make a lot of money with this people and want not lose the business 😂. Temporary means you are here for a serrated time period. …
The lawyer is a funny guy .. looks like they make a lot of money with this people and want not lose the business 😂. Temporary means you are here for a serrated time period. Is this over there are 3 options … 1st get a visa extension … 2nd get your PR ( if you fulfill the criteria ) 3rd leave the country. And one thing more Canada own you nothing! No Canada gave you a chance to come here to this country temporarily! You know from the beginning what this means. Don’t cry and say how bad Canada is ..
Identity Attack0.022791367
Insult0.0838533
Profanity0.025770858
Threat0.007832011
Severe Toxicity0.0035476685
Low Tox 0.16245349 Constructive 0.539
Jan 15, 2026 8 likes 2.9 million Canadian temporary visas …
It's not about race or culture. It's just too much is too much. Too much for our health care system. Too much for our economy to handle. Too many jobs are now scarce. Too much …
It's not about race or culture. It's just too much is too much. Too much for our health care system. Too much for our economy to handle. Too many jobs are now scarce. Too much is bad for the people who have paid their taxes here forever, just so one particular immigrant group can use up resources that long time generations have built. I'm not saying any particular culture, but there are too many of them. This particular culture should also be reduced because they are exploiting every mistake the government makes (from their good hearts) or loopholes to stay. Not just stay but trying to transform a country into their own. That is wrong. Most immigrants from past generations didn't come here to conquer the country. They came here to be part of a great country. Contribute to it. Make it better, not make it worse. And now here we are. How are we going to fix this? Put a very long pause on immigeation. Get rid of international students from this particular country. They have no right to stay. Stop giving licenses to unqualified people that can't read, write, speak or even understand English. It's becoming a safety issue everywhere. Again, it's not about race. It's the "too many" factor that the country can not sustain.
Identity Attack0.11512129
Insult0.061626412
Profanity0.026454043
Threat0.010913103
Severe Toxicity0.005722046
Low Tox 0.16245349 Constructive 0.677
Aug 25, 2025 Why Canadians Are Turning Against …
Capitalist abuse of educational system as had been happening in uk for years.. its a viscuous cycle fuelled by government under funding. buy your way into a country with a fake course . Meanwhile native …
Capitalist abuse of educational system as had been happening in uk for years.. its a viscuous cycle fuelled by government under funding. buy your way into a country with a fake course . Meanwhile native youth can't afford to pay for a degree or end up in debt. Then the country complains there are no graduates to fill jobs so they say they have to IMPORT THE LABOUR. Eduction should be a service not a capitalist business! The whole world has been sold off and run by big businesses. Billionaires run the world. Its not democracy. Its capitalism gone mad. Makes need jobs. Where is the upper sustainable limit
Identity Attack0.033011556
Insult0.07491849
Profanity0.026863953
Threat0.007922632
Severe Toxicity0.0037574768
Low Tox 0.16158698 Moderate Con 0.456
Oct 2, 2025 IRCC Names India in Study …
The liberals need to make sure that these people are removed and deported. They are still allowing people to come in even with no medical checks Canadiens need to be put first we don’t have …
The liberals need to make sure that these people are removed and deported. They are still allowing people to come in even with no medical checks Canadiens need to be put first we don’t have the housing liberal should be held accountable.
Identity Attack0.08749158
Insult0.045007613
Profanity0.013610168
Threat0.05236103
Severe Toxicity0.005302429
Low Tox 0.16158698 Moderate Con 0.438
Jan 17, 2026 3 likes 2.9 million Canadian temporary visas …
Dont try to make another india by creating new rule , first embrace what Canada provides. Dont bend rule to fit in .. respect where you immigrate to.. or else get out
Dont try to make another india by creating new rule , first embrace what Canada provides. Dont bend rule to fit in .. respect where you immigrate to.. or else get out
Identity Attack0.10221587
Insult0.053791173
Profanity0.017299367
Threat0.009851551
Severe Toxicity0.0036621094
Low Tox 0.16158698 Moderate Con 0.378 Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
A very good friend of mine lost her husband to an illegal Indian driver with no license. He ran a light or something. This was about 3 years ago, but his daughter will never have …
A very good friend of mine lost her husband to an illegal Indian driver with no license. He ran a light or something. This was about 3 years ago, but his daughter will never have a father. They sued though. This happens all of the time and it hardly makes the news.
Identity Attack0.17536941
Insult0.04090862
Profanity0.026317406
Threat0.00948907
Severe Toxicity0.0043296814
Low Tox 0.16098402 Constructive 0.671 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Tell them to bring out their street food 😂😂 they make them with their feet
Tell them to bring out their street food 😂😂 they make them with their feet
Identity Attack0.015053716
Insult0.038566336
Profanity0.050930742
Threat0.013579931
Severe Toxicity0.0051116943
Low Tox 0.16098402 Low Con 0.244
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I grew up with integration that I LOVED, met people from all over the world. I've been working since I was 14 I've worked for people from all over the world , rented from different …
I grew up with integration that I LOVED, met people from all over the world. I've been working since I was 14 I've worked for people from all over the world , rented from different people since I was 18 and learned great things I can add to my construction or cooking repertoire that you could possibly couldn't learn in the West without diversity. BUT now we have a group of people coming here buying up businesses while only hiring people from their country buying up single homes putting up crammy 8 plexus, and only renting to people from their home country. If these were French people like my heritage is, I would be even more pissed because I could say something without being called a racist. These immigrants are coming here with one goal retribution against the English Empire for the past or some shit, I dont know, and they're taking it out on us Canadians. over 5 years I've collected proof so I feel very safe coming out now and talking about this because I have everything to back it up. Those single homes I was talking about half of them burned down and they use insurance fraud money add multiple loopholes to use government money along the way as well, that's damn taxpayer money building parts of these homes... I'm a concrete worker they do not let these walls set properly, they don't seal the windows and doors properly, everything's going to leak but because they only rent to people from their home country after 3 years they can take their name off the property and nobody and I mean nobody is going to report leaks because they have a tyrannical control over who they rent to.... I dont even need to name the group because its OBVIOUS, living in the same city most ky life I've seen a drastic change, and this isnt intregation like my family did as they we're the members of french part of the metis tribe long ago. 5 years in a row they have added an average of 70,000 people legally to the city I live in I live in of 1.4 million people that is absolutely absurd the train system is packed all the way until 1:00 a.m.... it's just simple economics you can't add that many people and have a sustainable City.... these idiots never played sim city or some shit Also there are millions that came pretending to get spots in our universities and didn't show up, and these are the same people that are buying up all the businesses and houses and only letting the people from their own country be involved that is not integration....... There's also a huge problem with people faking Refugee status from this very place and there's even a few videos circulating online on just how to do it people from this country bragging how their making double of the average income of a Canadian a year PLUS free food and board from this fake Refugee status, HOLY FUCK! We are radicalizing here in Alberta and it's about to get real. Not only do these immigrants only want their own people involved in anything they are rude as hell when confronted about any of this even in a kind way.  There's a great deal of them that are at the top of the fenthinal distribution. mind you a lot of that's being shipped from other places but the distribution hails differently....roughly 70% of the major fenthinal arrests and seizures have those paticular heritage backgrounds to prove it. They are destroying the country in SO MANY WAYS, im DONE trying to be civil or nice about this debate,  5 years is my limit bitches, fuck you, fuck off or we'll fucking make you -Alberta proud , and fuck you again bitches
Identity Attack0.06749674
Insult0.0720671
Profanity0.06145202
Threat0.007534259
Severe Toxicity0.005493164
Low Tox 0.16043124 Constructive 0.775 Personal_Narrative
Sep 10, 2025 Why Canadians Are Turning Against …
I’m glad I don’t know people who are against immigrants. And if they are they hide it well. There’s nothing wrong with someone wanting to make a living.
I’m glad I don’t know people who are against immigrants. And if they are they hide it well. There’s nothing wrong with someone wanting to make a living.
Identity Attack0.15731181
Insult0.034782536
Profanity0.018665737
Threat0.009463178
Severe Toxicity0.0038337708
Low Tox 0.16043124 Constructive 0.567
Aug 25, 2025 Why Canadians Are Turning Against …
Liberals have broke the social contract, we relied on them and they squandered our wealth. Liberals will let the fraud continue, because its cheaper to do nothing then put resources into finding them. They also …
Liberals have broke the social contract, we relied on them and they squandered our wealth. Liberals will let the fraud continue, because its cheaper to do nothing then put resources into finding them. They also don't have the will to tell public sector workers to get to work and find the fraud. Liberals would rather get those asylum claimants towards making voters out of them than do anything to curb the fraud.
Identity Attack0.042292643
Insult0.07808672
Profanity0.015898837
Threat0.007547205
Severe Toxicity0.0023460388
Low Tox 0.15987846 Moderate Con 0.406 Policy_Critique
Feb 23, 2026 1 likes 'We do know that there's …
These capitalists just don't wanna pay fair wages to Canadians. It's just a money making scheme for these companies. Also, you're telling me that truck tire company had to go across the Atlantic, to another …
These capitalists just don't wanna pay fair wages to Canadians. It's just a money making scheme for these companies. Also, you're telling me that truck tire company had to go across the Atlantic, to another continent to find workers? LMAO!
Identity Attack0.04203484
Insult0.06617179
Profanity0.03464781
Threat0.0073918556
Severe Toxicity0.0034332275
Low Tox 0.15987846 Moderate Con 0.342 Economic_Argument
Feb 12, 2026 2 likes Canada's tighter immigration policy divides …
I wanted to make beats but then this shows up and I must cave in before it gets deleted lol
I wanted to make beats but then this shows up and I must cave in before it gets deleted lol
Identity Attack0.008731495
Insult0.025155678
Profanity0.082581155
Threat0.032005094
Severe Toxicity0.006752014
Low Tox 0.15987846 Moderate Con 0.365
Jan 27, 2026 9 likes Inside Canada's Indian Invasion...
Yea, but the immigrant ( all races) kids get far better grades in school, and that generation pays 30% tax every year of their 100k salary... They're the ones that gonna take this country into …
Yea, but the immigrant ( all races) kids get far better grades in school, and that generation pays 30% tax every year of their 100k salary... They're the ones that gonna take this country into next century of technologically advanced world. Issue with economy starts with the family. If you have single parent family and social issues.. kids aren't gonna make it in this highly competitive world. Please go to Google, facebook, Microsoft. .. you'll see immigrants left right and centre. Lets face the facts, immigrant mentality is what builds a proper county. First generation immigrants are lost and weird and seems odd, second generation is the cream of the crop . Third slows down then 4th is basically are the ones complaining about the first generation. Solution is to use these people and figure out how they will help this county in the next 30 years, not tomorrow. Look at how Irish, Ukrainian, Chinese, Italian etc.. came as first gen immigrants (to this native land). Cold.. lost.. try to use their wits to survive in a colonial economy. That second generation built what we have now. Immigration is a god damn economical strategy man... Issue with homelessness, has nothing to do with immigration. Homelessness is related to addiction and mental health. Most immigrants don't suffer from homelessness because they have relatives that look after each other. 3rd generation+ Canadians (all races) lack that.. if you're 18 you are own your own, thats where that issue is with homelessness.
Identity Attack0.11860296
Insult0.047935467
Profanity0.018597418
Threat0.007870848
Severe Toxicity0.0041007996
Low Tox 0.15932569 Constructive 0.681
Mar 16, 2019 How much do refugees and …
I don’t even think I can watch this because it makes me so angry and emotional. Our med will be fighting these guys one day.
I don’t even think I can watch this because it makes me so angry and emotional. Our med will be fighting these guys one day.
Identity Attack0.010581387
Insult0.030485468
Profanity0.028230323
Threat0.12382901
Severe Toxicity0.004463196
Low Tox 0.15932569 Moderate Con 0.49 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
These other countries are literally sending out families to other countries to try to make us all be 3 rd world countries
These other countries are literally sending out families to other countries to try to make us all be 3 rd world countries
Identity Attack0.10221587
Insult0.033680726
Profanity0.029888187
Threat0.009023022
Severe Toxicity0.004825592
Low Tox 0.15932569 Low Con 0.144 Fear_Threat
Feb 27, 2026 Inside Canada's Indian Invasion...
LOOOL 9:41 - If its easier to live in India why do you come to Canada? To make it harder for others that work and pay taxes? Thank you so much
LOOOL 9:41 - If its easier to live in India why do you come to Canada? To make it harder for others that work and pay taxes? Thank you so much
Identity Attack0.10221587
Insult0.04383647
Profanity0.024199532
Threat0.0066086366
Severe Toxicity0.0051498413
Low Tox 0.1587729 Moderate Con 0.388
Oct 5, 2025 15 likes Inside Canada's Indian Metropolis (Brampton)
and why not make India Great again .... Go Back ->
and why not make India Great again .... Go Back ->
Identity Attack0.09824528
Insult0.035774168
Profanity0.02433617
Threat0.009929225
Severe Toxicity0.0063705444
Low Tox 0.15822013 Low Con 0.166
Dec 19, 2025 Inside Canada's Indian Metropolis (Brampton)
For nearly 20 years, Conservatives have been warning Canadians about the challenges we are now facing but every time, they were dismissed and branded as “racist” for simply pointing out the obvious. Meanwhile, grassroots Canadians …
For nearly 20 years, Conservatives have been warning Canadians about the challenges we are now facing but every time, they were dismissed and branded as “racist” for simply pointing out the obvious. Meanwhile, grassroots Canadians along with immigrants who came here in the ’70s, ’80s, and ’90s had one goal in mind to work hard, build a better life, and help "make Canada a stronger and more prosperous country". Their efforts over the last 60 years are clear in the Canada we inherited. In contrast, the Liberal and NDP approach has been to ignore these warnings and push policies that are eroding the very foundations of what made this country thrive. Instead of focusing on integration, responsibility, and opportunity, they are enabling divisions and importing problems rather than solutions. So, to the commenters who keep voting Liberal and NDP: thank you because you are ensuring this decline will continue.
Identity Attack0.10221587
Insult0.076502606
Profanity0.015864678
Threat0.0074824756
Severe Toxicity0.0034713745
Low Tox 0.15822013 Constructive 0.721
Sep 19, 2025 14 likes Inside Canada's Indian Metropolis (Brampton)
Right-wing Canadian Conservative here......I find Indians to be excellent people. Let's not make it all about them.
Right-wing Canadian Conservative here......I find Indians to be excellent people. Let's not make it all about them.
Identity Attack0.13377325
Insult0.04149419
Profanity0.015864678
Threat0.0065633263
Severe Toxicity0.0029182434
Low Tox 0.15822013 Constructive 0.59
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
r u going to make a video on billionaires or multi billion dollar companies overworking an underpaying immigrant workers bc they work for less or what
r u going to make a video on billionaires or multi billion dollar companies overworking an underpaying immigrant workers bc they work for less or what
Identity Attack0.06749674
Insult0.039737478
Profanity0.026317406
Threat0.008738215
Severe Toxicity0.0044441223
Low Tox 0.15822013 Low Con 0.24
Jan 22, 2026 2 likes Inside Canada's Indian Metropolis (Brampton)
U can travel to any country u want but dont make it ur country,if so then why u ran from ur country, ppl should not make their own culture in different countries cultures ! That …
U can travel to any country u want but dont make it ur country,if so then why u ran from ur country, ppl should not make their own culture in different countries cultures ! That makes me angry just,
Identity Attack0.10221587
Insult0.03522326
Profanity0.022969801
Threat0.007754337
Severe Toxicity0.003490448
Low Tox 0.15822013 Constructive 0.511 Identity_Assertion
Feb 10, 2026 Inside Canada's Indian Invasion...
As a Canadian, I work in healthcare in the disability sector, and I am extremely frustrated with what I am seeing the Indian population taking over the sector. There are ongoing issues with Indians who …
As a Canadian, I work in healthcare in the disability sector, and I am extremely frustrated with what I am seeing the Indian population taking over the sector. There are ongoing issues with Indians who cannot communicate clearly in English with clients. This has resulted in serious confusion and, on several occasions, situations escalating into violence. Clear communication is essential in healthcare, and this failure puts vulnerable clients at risk. Clients are not being provided with proper meals that meet their dietary needs. Instead, food is often prepared without consideration for the client’s usual diet, which has caused clients to become physically ill. On top of that, basic food safety practices are not being followed at all. To make matters worse, the company does not provide proper foodsafe training, despite it being a legal requirement. There are also major professionalism issues. Some Indians arrive late to work—sometimes by hours—and give excuses with no consequences. I have documented these incidents and reported them to upper management, yet nothing is done. During shifts, 90 percent of Indian staff sit in the office for long periods, leaving clients unattended except for basic cooking. This can go on for days until white staff are scheduled. One incident that really stood out involved a client returning from a doctor’s appointment. When I asked how it went, I was told the client “had something on his head” and needed to use a cream. When I asked what the condition was or whether it was contagious, the Indian staff member did not know what the word contagious meant let me remind you I work in health care. I later learned from the client’s mother that it was a fungal infection information that should have been clearly communicated immediately for everyone’s safety. I am exhausted by the lack of standards, accountability, and training in this workplace. If you are going to work in healthcare in Canada, you must be able to communicate effectively, follow food safety laws, show up on time, and provide proper care. Lowering standards for the Indian population puts vulnerable people at risk, and management allowing this is unacceptable. If your coming to Canada follow are values and beliefs are stay in India.
Identity Attack0.17303948
Insult0.061276767
Profanity0.017845914
Threat0.009592636
Severe Toxicity0.0046920776
Low Tox 0.15766735 Constructive 0.81 Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
Many Punjabis are from Pakistan n people who migrated before independence n those who not willing to connect themselves with Indians that's why they make a strong community abroad...this applies to srilankan refugees as well.... …
Many Punjabis are from Pakistan n people who migrated before independence n those who not willing to connect themselves with Indians that's why they make a strong community abroad...this applies to srilankan refugees as well.... India pakistan division is the major reason for such migration Indians from other states move only if they get job n bring only their wife n move back to India later....
Identity Attack0.18235919
Insult0.06250052
Profanity0.025087673
Threat0.008867673
Severe Toxicity0.0062561035
Low Tox 0.15656179 Constructive 0.672 Comparative_Framing
Feb 6, 2026 Inside Canada's Indian Invasion...
I was born and raised in Brampton (but of South Asian descent via the Caribbean) and it pains me to see how the city has changed over the past 20 years. I was raised to …
I was born and raised in Brampton (but of South Asian descent via the Caribbean) and it pains me to see how the city has changed over the past 20 years. I was raised to be a proud Canadian and to be grateful for the opportunities that this country has afforded my family and I. I am a Canadian first, and Guyanese/Indian second. The issue I have with the city is that you have enclaves of ethnically homogenous people who refuse to assimilate - I once went into a Tim Hortons at Peter Robertson and Dixie, and was laughed at by the cashiers because I could not speak Hindi/Punjabi (despite being brown). There is nothing wrong with immigration - it makes the country stronger. HOWEVER, that only happens if the immigrants work to collectively advance the interests of the country and accept the rules/societal norms of the country they now call home. Instead, they find ways to circumvent/exploit the system - they are less interested on making society better, and more interested in individual advancement. I live in Professors Lake, which historically was one of the more affluent areas of the city. Now, there are several houses on my street that have essentially become boarding houses, divided into units of four with 10+ people living inside. I fully understand why white Canadians are feeling displaced, and it pains me that anti-immigrant sentiment has soured the way people look at me (despite being born in Canada).
Identity Attack0.13377325
Insult0.06285016
Profanity0.017436003
Threat0.007365964
Severe Toxicity0.004272461
Low Tox 0.15600902 Constructive 0.842 Personal_Narrative
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
As a Canadian, thank you for making this. I hope it’s clear to everyone how, while good people, the majority of interviewees in this video are taking advantage of our country because we’re “nice” and …
As a Canadian, thank you for making this. I hope it’s clear to everyone how, while good people, the majority of interviewees in this video are taking advantage of our country because we’re “nice” and they aren’t able to sort things out in their own. The majority of these people aren’t highly educated and came in on student visas and you’ve got to wonder why our government allowed this. It’s made a lot of things worse for people who lived here already, including immigrants. No racism just frustration.
Identity Attack0.09824528
Insult0.06984934
Profanity0.017504321
Threat0.0075083673
Severe Toxicity0.0035858154
Low Tox 0.15545623 Constructive 0.786 Policy_Critique
Jan 27, 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.