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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: "How hard is it to …" 525 comments · Page 14 of 21
Feel bad for the good hard working Canadians in this video being invaded and their powerless because the government allows it.
Feel bad for the good hard working Canadians in this video being invaded and their powerless because the government allows it.
Identity Attack0.07012023
Insult0.06634661
Profanity0.013678487
Threat0.009074804
Severe Toxicity0.0034332275
Low Tox 0.16678599 Moderate Con 0.416 Fear_Threat
Sep 19, 2025 13 likes Inside Canada's Indian Metropolis (Brampton)
What an absolute scam showing a spending of 370M! Even if I consider per ticket cost of 4000$ per person it would be aprrox 1M spent on ticksts for 18000 people! 18000 people is siimply …
What an absolute scam showing a spending of 370M! Even if I consider per ticket cost of 4000$ per person it would be aprrox 1M spent on ticksts for 18000 people! 18000 people is siimply tokenism. These numbers hardly would make a difference of 1 % lol
Identity Attack0.002034882
Insult0.0816321
Profanity0.030138692
Threat0.0063432488
Severe Toxicity0.002002716
Low Tox 0.16678599 Moderate Con 0.34
Dec 24, 2025 Deportations From Canada at Their …
These immigrants are working hard and are proud of their culture..why hate when they donot interfere with your freedom.. compete with them or ask yr politicians s . Btw with 20 plus bodycount what ethics …
These immigrants are working hard and are proud of their culture..why hate when they donot interfere with your freedom.. compete with them or ask yr politicians s . Btw with 20 plus bodycount what ethics u guys have any how 😢
Identity Attack0.1007269
Insult0.059061307
Profanity0.017982552
Threat0.007340072
Severe Toxicity0.0032615662
Low Tox 0.16591948 Constructive 0.534
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
What could possibly make the government create this misery for their citizens and their children. Hard to believe there isn’t mast demonstrations.
What could possibly make the government create this misery for their citizens and their children. Hard to believe there isn’t mast demonstrations.
Identity Attack0.010137413
Insult0.076819435
Profanity0.025907494
Threat0.009307829
Severe Toxicity0.0027656555
Low Tox 0.165053 Moderate Con 0.331
Aug 25, 2025 6 likes Why Canadians Are Turning Against …
Notice how there's hardly any p@jeet p@jeeting here in the comments section 😂
Notice how there's hardly any p@jeet p@jeeting here in the comments section 😂
Identity Attack0.024198212
Insult0.06687108
Profanity0.057443913
Threat0.007857903
Severe Toxicity0.0048065186
Low Tox 0.16331999 Low Con 0.24 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Major reason for so much immigration of Indians is because here in india to get a well paying job and a well settled life you need to be educated and skilled. Whereas in countrys such …
Major reason for so much immigration of Indians is because here in india to get a well paying job and a well settled life you need to be educated and skilled. Whereas in countrys such as canada it is more easy to have a good living with less efforts and less education. Therefore they prefer moving out of country than working hard in there own country. And in the case of Brampton they saw an opportunity and demand for businesses and workforce so they grabbed there opportunity. Because at that time there was not much going on in Brampton when indians started immigrating . So you can say indians are the reason Brampton has grown gradually. But i do think now it is too crowded and people haven't stopped coming. Now there are no requirements as such. So that is why more useless indians are moving in canada nowadays.
Identity Attack0.17226285
Insult0.061101943
Profanity0.018802373
Threat0.006977591
Severe Toxicity0.004119873
Low Tox 0.16158698 Constructive 0.663 Comparative_Framing
Jan 27, 2026 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...
as a son of immigrants and born in canada, i understand everyones concerns. for all the hard work we've done to assimilate and be accepted, the newer indians have thrown that hard work we've done …
as a son of immigrants and born in canada, i understand everyones concerns. for all the hard work we've done to assimilate and be accepted, the newer indians have thrown that hard work we've done out the window very sad
Identity Attack0.17614605
Insult0.04969218
Profanity0.01805087
Threat0.006912862
Severe Toxicity0.003452301
Low Tox 0.15987846 Constructive 0.767 Personal_Narrative
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
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)
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)
All I am saying is poutine + curry fusion restaurant would go hard AF 🔥
All I am saying is poutine + curry fusion restaurant would go hard AF 🔥
Identity Attack0.010063417
Insult0.027730936
Profanity0.13256322
Threat0.011430934
Severe Toxicity0.009536743
Low Tox 0.15766735 Moderate Con 0.366 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Well done! So well put. I’m from America, but my mother is from Yorkshire. I’m moving back this spring to be with my family. Hoping to help out the community as gay as that sounds. …
Well done! So well put. I’m from America, but my mother is from Yorkshire. I’m moving back this spring to be with my family. Hoping to help out the community as gay as that sounds. It’s hard to watch my mom seriously in fear of never being able to see her home again. Or how it once was.
Identity Attack0.19298288
Insult0.033790905
Profanity0.053435806
Threat0.0076637166
Severe Toxicity0.004196167
Low Tox 0.15711457 Constructive 0.744 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
I will take Indian immigrate any day!!! They are hard working, great food, and they are lovely and not hateful!!
I will take Indian immigrate any day!!! They are hard working, great food, and they are lovely and not hateful!!
Identity Attack0.12440576
Insult0.026315894
Profanity0.038655918
Threat0.010447056
Severe Toxicity0.0063323975
Low Tox 0.15711457 Constructive 0.586 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
We need hard labour as punishment.
We need hard labour as punishment.
Identity Attack0.00828752
Insult0.021352753
Profanity0.024541125
Threat0.13313138
Severe Toxicity0.005531311
Low Tox 0.15656179 Low Con 0.235 Policy_Critique
Feb 19, 2026 Canadian immigration officers investigating hundreds …
I am surprised that the people who came as an immigrants a long time ago built everything and now they are saying bad about the new immigrants such as students who are working hard, they …
I am surprised that the people who came as an immigrants a long time ago built everything and now they are saying bad about the new immigrants such as students who are working hard, they have new set of skills, more advanced in terms of everything. The conclusion is that old immigrants thinks that they own everything and they have the only rights.
Identity Attack0.1294935
Insult0.046178754
Profanity0.016069634
Threat0.0065633263
Severe Toxicity0.002822876
Low Tox 0.15656179 Constructive 0.672
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
This statement unfairly targets Indian immigrants and spreads harmful stereotypes. Indian Canadians contribute greatly to this country — in medicine, technology, education, and business. Canada’s strength comes from diversity and inclusion, not exclusion. Integration doesn’t …
This statement unfairly targets Indian immigrants and spreads harmful stereotypes. Indian Canadians contribute greatly to this country — in medicine, technology, education, and business. Canada’s strength comes from diversity and inclusion, not exclusion. Integration doesn’t mean erasing one’s culture; it means sharing values of respect, hard work, and community. Indians in Canada are law-abiding citizens who enrich Canadian society, not weaken it. Racism and division go against the Canadian values this article claims to defend.
Identity Attack0.13163337
Insult0.05144889
Profanity0.013405213
Threat0.007689608
Severe Toxicity0.0030899048
Low Tox 0.15545623 Constructive 0.658
Oct 29, 2025 IRCC Names India in Study …
I remember when my family immigrated here over 15+ years ago and my brother was only 1 years old. 2 weeks after coming here he slipped on the floor and cut open his forehead on …
I remember when my family immigrated here over 15+ years ago and my brother was only 1 years old. 2 weeks after coming here he slipped on the floor and cut open his forehead on the hinges of our door and he was bleeding everywhere (he later had to get 6 stitches to fix it), my father was out working and we didn't know how to contact the police or hospital because we didn't have a home phone yet. We used our neighbors and the ambulance came and I strictly remember that because we didn't have our health cards yet they wouldn't start work even though my father said he will pay when he gets there. I remember my mother and I feeling helpless while my 1 year old brother was bleeding out (the hospital staff tried to stop the bleeding with cotton ball and bandage) and I distinctly remember that they did not start helping my brother even WHILE my father was paying but only started work after the bill was completed. Even though my family felt helpless at that time and we felt it was unfair, we never blamed Canada because it was their policy and they have every right to follow protocols. So it makes me angry to see people who walked into our country illegally getting far better treatment than my family ever got even though it might not be anything as life threatening as ours was. It makes me angry that our hard earned tax dollars are used to help people who have no motivation to help the country that gave them asylum during war.. It's actually the opposite as a lot of these families call their free housing "disgusting" and compare it to "living like a slave". I'm angry because little girls at my brothers own school are getting shoved and assaulted by refugee boys as young as 6-7 and are let off with a simple "don't do that again" and a meeting with the parents. This is not the Canada my family came to love and call home so I can't imagine the hardships of Canadians who are living here for 3, 4, 5+ generations 😔😔
Identity Attack0.046159767
Insult0.04910661
Profanity0.08193458
Threat0.063029334
Severe Toxicity0.00793457
Low Tox 0.15490346 Constructive 0.87
Feb 12, 2019 15 likes How much do refugees and …
These individuals (refugees, etc.) are receiving government funding of $ 10,000 a month. They boast on TikTic that if you come to Canada as a refugee, the government gives you free housing and $85K a …
These individuals (refugees, etc.) are receiving government funding of $ 10,000 a month. They boast on TikTic that if you come to Canada as a refugee, the government gives you free housing and $85K a year. You do not have to work, As soon as they arrive in Canada, they are driving expensive cars, getting free food from Costco, getting credit cards from the bank and purchasing houses. They drive Teslas, BMWs, and the most expensive cars that they could have never ever owned in their country. The healthly men do not work and live a luxurious life all at the expense of we the tax payers. Meanwhile, hard-working, tax-paying Canadians are living paycheck to paycheck. We Canadians are sick and tired of this BS
Identity Attack0.08252834
Insult0.06634661
Profanity0.02030538
Threat0.006815769
Severe Toxicity0.0039863586
Low Tox 0.15490346 Moderate Con 0.488
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Liberals, running this Country into the ground in every way, every day. It is getting really hard to be a happy Canadian😢
Liberals, running this Country into the ground in every way, every day. It is getting really hard to be a happy Canadian😢
Identity Attack0.084182754
Insult0.06739554
Profanity0.013371054
Threat0.007819066
Severe Toxicity0.0036239624
Low Tox 0.15490346 Moderate Con 0.389 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I agree many things, but not agreeing to “ not paying tax”, “not working hard” & “just cross the border illegally”, most new Brampton residents pay high taxes as most work at jobs and payroll …
I agree many things, but not agreeing to “ not paying tax”, “not working hard” & “just cross the border illegally”, most new Brampton residents pay high taxes as most work at jobs and payroll money comes after tax. Maybe minor fraction like (0.01%) might be working in cash not paying tax. It’s just their frustration speaking. Almost all Indian immigrants are not refugee that they come free to Canada and live in hotels for free. Indian immigrants are economic immigrants, who came here legally with investing big money and working in country and giving back. Most people in this video are confusing refugee with Indian immigrants. Indian immigrants don’t get any extra benefits than any other Canadians, even gets less or exploited by locals…
Identity Attack0.120924085
Insult0.058475737
Profanity0.018324144
Threat0.0068999166
Severe Toxicity0.003376007
Low Tox 0.15490346 Constructive 0.797 Policy_Critique
Nov 25, 2025 Inside Canada's Indian Metropolis (Brampton)
Got to stop this asap. Go back to the old system. Hard core vetting ...but not in Canada...they can sit and wait in their country. Multi-cultureism is a failure in this country.
Got to stop this asap. Go back to the old system. Hard core vetting ...but not in Canada...they can sit and wait in their country. Multi-cultureism is a failure in this country.
Identity Attack0.10221587
Insult0.04910661
Profanity0.012551232
Threat0.0074436385
Severe Toxicity0.0026512146
Low Tox 0.15490346 Low Con 0.291 Call_To_Action
Jun 16, 2025 How Canada broke its immigration …
Cockroaches are hard to get rid of once they begin to multiply.
Cockroaches are hard to get rid of once they begin to multiply.
Identity Attack0.012641981
Insult0.054962315
Profanity0.108590275
Threat0.012233571
Severe Toxicity0.0062942505
Low Tox 0.15435068 Low Con 0.278 Fear_Threat
Feb 23, 2026 1 likes Inside Canada's Indian Invasion...
That northface goes so hard which one is that with center back logo
That northface goes so hard which one is that with center back logo
Identity Attack0.020982565
Insult0.04032305
Profanity0.06646215
Threat0.010757755
Severe Toxicity0.0064086914
Low Tox 0.15435068 Low Con 0.283 Advertisement_Spam
Jan 27, 2026 Inside Canada's Indian Invasion...
I KNOW. Its hard. Our host, trying, trying, straining to comprehend the big picture. This was a decent logical interview. Kenney called out 'post nationalist' the death of history insane ideology. And the two of …
I KNOW. Its hard. Our host, trying, trying, straining to comprehend the big picture. This was a decent logical interview. Kenney called out 'post nationalist' the death of history insane ideology. And the two of you showed how it has been rejigged, a lot of the details. Good job. Honestly, excellent interview. I saved it to my PC. Here is the hard part. Excepting the US, the entire west, UK, Germany, France, Spain, Canada, Australia etc, is engaging the same precise nation wrecking migration policies. Ponder the concept - its a global plan. THAT is the hard part. Stretch your mind Lilley, you can do it. You would start to wonder whether its one arm of an overall decline of the west actual plan. Wreck energy, agriculture, public finances, flood the place with unvetted migrants to swamp the place, deride the history, promote shame, wreck the very concept of a family, de-industralize. Make us all poor, dependent, minorities in our own homeland. Keep gnawing away at free speech, arrest grandmas for posting why is the local hotel full of migrants who dont speak english? Just how it is man. I know, its hard to comprehend. Facts are facts however.
Identity Attack0.045901958
Insult0.06984934
Profanity0.02433617
Threat0.009074804
Severe Toxicity0.0031661987
Low Tox 0.15213956 Constructive 0.797 Unverified_Claim
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
Wow, they get $ 50.000 tax free dollars the first year…must be nice, I wish I made that much money. And the also get 25,000 tax free dollars to set up their house …I never …
Wow, they get $ 50.000 tax free dollars the first year…must be nice, I wish I made that much money. And the also get 25,000 tax free dollars to set up their house …I never got that! and they also get the child tax free benefit too…..if they have 8-10kids wow ..they are making over six figures tax free ..free dental, free RX….I have to work hard for that! No freebies for the hard working Canadian tax payers! No wonder they all want to come to Canada …the land of milk and honey and easy money…why work? She forgot to mention that a lot of refugees never pay back the money for their air fare costs to come here ..ever! A lot of them complained when they had to go on welfare after a year…a drop on income…..oh no …maybe they have to go out in the cold to work everyday…..no , just have another kid or two…why work right. No wonder we pay high taxes in Canada!
Identity Attack0.06294931
Insult0.06652143
Profanity0.020783609
Threat0.0068287146
Severe Toxicity0.0048065186
Low Tox 0.15103401 Constructive 0.651
Aug 23, 2023 2 likes How much do refugees and …

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.