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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: "Once such a beautiful country, …" 94 comments · Page 2 of 4
12:47 It’s not about color! It’s about coming in and taking over what used to be a smaller city and completely making it unrecognizable. I lived in downtown Brampton from 1997 to 2011 and I …
12:47 It’s not about color! It’s about coming in and taking over what used to be a smaller city and completely making it unrecognizable. I lived in downtown Brampton from 1997 to 2011 and I loved it and I worked my ass off at a steel plant in Mississauga. Don’t give me wrong. I worked with people up all faiths-and friends with every single one of them. Where are the Catholic churches? Where are the 50s diners? Where are the Canadian owned shops? Where the hell is Brampton Ontario? I don’t even recognize it!!! And it’s a place that I loved and lived. But where are the Canadians? I don’t care where people come from. My cousin was adopted from India and she was the sweetest person you would ever meet. What once was a smaller Canadian city has now been taken over and become India. And that’s wrong for ppl to do on every level- by ANYONE FROM ANY OTHER COUNTRY! You don’t take over a beautiful Canadian city and make it your own from where you came from - you respect what it was before you came.
Identity Attack0.2803029
Insult0.3388922
Profanity0.40783462
Threat0.016465442
Severe Toxicity0.023692908
Moderate 0.4269174 Constructive 0.747
Oct 29, 2025 12 likes Inside Canada's Indian Metropolis (Brampton)
As a proud Canadian I am so very done with these immigrants literally bombarding and overwhelming our beautiful country. We, Canadians need to come together. Unite. Deny all immigrants. I’m tired of hearing about these …
As a proud Canadian I am so very done with these immigrants literally bombarding and overwhelming our beautiful country. We, Canadians need to come together. Unite. Deny all immigrants. I’m tired of hearing about these people that are not Canadian, not born here, migrated here, and are doing so many sickening illegal things to OUR PEOPLE. Kidnappings. Abductions. Stalking single women. Stealing. Squatting in homes and properties. All that with no consequences. Zero. None. And yet they receive all the jobs. All the income. All the amenities that natural born true Canadians should receive and very well deserve. I have never understood why these immigrants all of a sudden bombarded our small towns and cities like swarms of rodents or insects and expect to be welcomed with open arms. It seemed like it happened overnight! I remember seeing a few immigrants wearing their traditional towel wrap things on their heads in a mall one day and I was okay with it. Figured they were tourists or something and then BAM there are THOUSANDS of them moving in our towns and act like they own the place. Trying to intimidate US! In our OWN COUNTRY! It really angers me from within but at the same time I don’t want to come off as a racist or a hater or wtv. I’m not a racist by any means, but I am a very protective Canadian and I love my people and my country and I will help do whatever it takes to protect my country from immigrants and them thinking that they can push us around, intimidate us and try to act superior when they are the ones pretty much INVADING our beautiful, peaceful country. I am a PROUD CANADIAN SON. Pardon my long rant. Love, Peace and Unity 👊🏽 #nativecanadianpride
Identity Attack0.46028158
Insult0.38406035
Profanity0.07255927
Threat0.13262562
Severe Toxicity0.023411209
Moderate 0.41168427 Constructive 0.713 Fear_Threat
Sep 5, 2025 1 likes Why Canadians Are Turning Against …
Canada should deport them as soon as possible we don't need in this beautiful country the scamming people at all,
Canada should deport them as soon as possible we don't need in this beautiful country the scamming people at all,
Identity Attack0.24970764
Insult0.41530323
Profanity0.09098661
Threat0.046541955
Severe Toxicity0.013801457
Moderate 0.3972142 Low Con 0.292
Sep 29, 2025 IRCC Names India in Study …
The PPL said they're from only punjub we don't need them these PPL want khalistan by living in foreign our country is beautiful but still they want to live in a whole different country to …
The PPL said they're from only punjub we don't need them these PPL want khalistan by living in foreign our country is beautiful but still they want to live in a whole different country to just make things worse India is better without them
Identity Attack0.46028158
Insult0.34135336
Profanity0.17864552
Threat0.091630474
Severe Toxicity0.02604016
Moderate 0.39669925 Moderate Con 0.409 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
Canada is a Christian country and we need to bring the daily prayer back to our schools and not allow Islam have any standing in our beautiful country.
Canada is a Christian country and we need to bring the daily prayer back to our schools and not allow Islam have any standing in our beautiful country.
Identity Attack0.4907465
Insult0.14512913
Profanity0.023652986
Threat0.016465442
Severe Toxicity0.022452017
Moderate 0.3811502 Moderate Con 0.375 Identity_Assertion
Aug 29, 2025 Why Canadians Are Turning Against …
As an immigrant, I am disgusted by how certain immigrants can not adapt and force their 3rd world country non-sense in this beautiful country 😢 this is not racism this is a bad pattern that …
As an immigrant, I am disgusted by how certain immigrants can not adapt and force their 3rd world country non-sense in this beautiful country 😢 this is not racism this is a bad pattern that needs to be called out.
Identity Attack0.38246045
Insult0.2838064
Profanity0.07967158
Threat0.010214032
Severe Toxicity0.015544481
Moderate 0.37694603 Constructive 0.561 Personal_Narrative
Sep 12, 2025 1 likes Why Canadians Are Turning Against …
Trudeau destroyed this beautiful country !
Trudeau destroyed this beautiful country !
Identity Attack0.050216515
Insult0.336253
Profanity0.03615085
Threat0.04233929
Severe Toxicity0.011291504
Moderate 0.37340668 Low Con 0.293 Policy_Critique
Dec 5, 2025 How much do refugees and …
I felt the racism coming through the screen. Using Canada as a "stepping stone" to "sneak into the greatest country on earth" was funny though - it really shows how self-obsessed Americans can be. India …
I felt the racism coming through the screen. Using Canada as a "stepping stone" to "sneak into the greatest country on earth" was funny though - it really shows how self-obsessed Americans can be. India has its problems, but Indians legally migrating to Canada should not be seen as criminals. The visuals used were also very offsetting - when a woman said India is a beautiful country, you showed us dirty Indian roads. We can do that too: show people of Fentanyl and drug overdoses whenever you say "greatest country on earth." Over 40% of Canadian immigrants are economic class immigrants who go through rigorous points-based selection (IRCC, 2023) Indian immigrants to Canada have higher educational attainment than the Canadian average - 52% hold bachelor's degrees or higher compared to 34% of the general population The US has approximately 107,000 drug overdose deaths annually (CDC, 2023), with fentanyl involved in over 70% of cases India-Canada remittances totaled $5.7 billion in 2022, contributing significantly to both economies Indian-Canadians have lower unemployment rates (5.8%) than the national average (5.9%)
Identity Attack0.38318536
Insult0.336253
Profanity0.07967158
Threat0.012647836
Severe Toxicity0.016383713
Moderate 0.36867723 Constructive 0.75 Moral_Argument
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
canada should close borders to everyone visting from india until all fraudulent indians are caught and deported - let that be a lessson. That means no family or friends can visit the country. All Indian …
canada should close borders to everyone visting from india until all fraudulent indians are caught and deported - let that be a lessson. That means no family or friends can visit the country. All Indian canadian citizens will aid the canadian government catching these people. I am in Canada now for the first time and its a beautiful country - don't destroy it like the UK has
Identity Attack0.43256098
Insult0.24928534
Profanity0.024609445
Threat0.036149003
Severe Toxicity0.015286255
Moderate 0.3625127 Constructive 0.594 Call_To_Action
Sep 29, 2025 IRCC Names India in Study …
All these comments are correct. We are all sick and bloody tired of what is going on in once a beautiful country here in cal Gary Alberta Canada, especially the Northeast quadrant of the city. …
All these comments are correct. We are all sick and bloody tired of what is going on in once a beautiful country here in cal Gary Alberta Canada, especially the Northeast quadrant of the city. It is nothing but people from India. They're Punjab, people from Nigeria, Africa, and the Philippines, and in my experience. I am a blind, white single woman who owns my condo and a perfect parking spot for 8 years. I have bean horrifically harassed, buy these people. Because I would not bow down to their demands to give them my parking stall. They used the Calgary city police as weapons against me. Calling them and telling them I am a child molester, because I was Videoing in public videoing, taking evidence Of what is going on around here? Witches, my constitutional right? They called the cops telling them, I am a racist, a drug dealer, and a killer. They almost we're successful in having my nephew arrested telling the police that he hit their little cockroaches. With his car, the black cop that I invited into my home stupidly. Was Very hot and waning arrest both of us, but there was no damage on the car. No damage on their little cockroaches, no charges, but the black cop 2 hours later cold because he wanted my nephew's license plate number. He was probably trying to catch him driving dirty, but never called back. So he didn't find anything. These people have threatened to shoot me. They have threatened big consequences. They have threatened to slap the f out of me. They have threatened to pop the pimples out of my eyes. And when they found out that I was blind, that's when they ramped up the harassment, the cops did nothing about the threats towards me when they told the cops that we I threatened to kill them. They are the ones that threaten to chop my nephew and his dog up. The cops never did anything about their threats. They told me to stay in my unit for safety or move for my safety. The condo corporation refuses to do anything as well. So if anyone nose a good civil rights lawyer, please reply to me. Because I fear for my life, this is no joke and because I have to move. I will have a good case to sue the condo corporation as I feel unsafe. These people from these countries do not like people. With disabilities, they believe that we are a curse and that we are a waste of society.
Identity Attack0.3780483
Insult0.32682732
Profanity0.14402086
Threat0.02250864
Severe Toxicity0.019998873
Moderate 0.36095104 Constructive 0.759 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Ok I have no idea how Canada even allowed Indians in the first place the most invasive species dosent belong in the beautiful country Canada .🍁 as an American and a very proud American I …
Ok I have no idea how Canada even allowed Indians in the first place the most invasive species dosent belong in the beautiful country Canada .🍁 as an American and a very proud American I feel for Canada 🇨🇦
Identity Attack0.42615733
Insult0.16875735
Profanity0.035649836
Threat0.010576514
Severe Toxicity0.021419114
Moderate 0.34757367 Constructive 0.614
Jan 27, 2026 Inside Canada's Indian Invasion...
Yup, completely fed up with these immigrants getting huge $$$ for nothing and 8 out of the 10 top countries that migrate to Canada 🇨🇦 are from India or strictly Muslim countries, why? Why is …
Yup, completely fed up with these immigrants getting huge $$$ for nothing and 8 out of the 10 top countries that migrate to Canada 🇨🇦 are from India or strictly Muslim countries, why? Why is majority of immigrants coming here from just India and Muslim countries for years now, its changing our once wonderful, beautiful country because their cultures are vastly different and they don't assimilate into ours. There's an underlining issue that is becoming more and more an issue with real Canadians and something will give soon......
Identity Attack0.41222036
Insult0.22303216
Profanity0.043916557
Threat0.008026198
Severe Toxicity0.015609037
Moderate 0.3389984 Constructive 0.621 Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
Please keep a clean Canada like it use to be!….letting these people in have really harmed our beautiful country!…follow ICE like the states!…get on it!…before innocent people die!
Please keep a clean Canada like it use to be!….letting these people in have really harmed our beautiful country!…follow ICE like the states!…get on it!…before innocent people die!
Identity Attack0.04951127
Insult0.11464815
Profanity0.026044132
Threat0.37858796
Severe Toxicity0.018707745
Moderate 0.3389984 Moderate Con 0.431 Fear_Threat
Feb 21, 2026 Canadian immigration officers investigating hundreds …
They’re gonna destroy one of the most beautiful countries on earth and it is truly sad because the Canadian people are literally going extinct and they’re doing nothing about it. Alberta, please create your own …
They’re gonna destroy one of the most beautiful countries on earth and it is truly sad because the Canadian people are literally going extinct and they’re doing nothing about it. Alberta, please create your own country and take the northern territories with you. You cannot let the communist take such beauty away from the world. The foreigners will destroy that land.
Identity Attack0.37292135
Insult0.16266862
Profanity0.03189224
Threat0.1338057
Severe Toxicity0.012054443
Moderate 0.3389984 Moderate Con 0.389
Jan 27, 2026 Inside Canada's Indian Invasion...
Shameful, converted such a beautiful country into the country no one wants to live in
Shameful, converted such a beautiful country into the country no one wants to live in
Identity Attack0.27759558
Insult0.24493282
Profanity0.07255927
Threat0.009463178
Severe Toxicity0.013091337
Moderate 0.3389984 Moderate Con 0.301
Oct 28, 2025 Inside Canada's Indian Metropolis (Brampton)
Justin Trudeau is to blame, he brought so many here and for what? Votes! He didn’t and doesn’t care about Canadians. This country needs to be fixed and restored to what is was. A beautiful …
Justin Trudeau is to blame, he brought so many here and for what? Votes! He didn’t and doesn’t care about Canadians. This country needs to be fixed and restored to what is was. A beautiful country that all Canadians loved and deserve to have it back! SEND THEM BACK! LOOK AFTER CANADIANS FIRST! THIS IS OUR COUNTRY NOT THEIRS!! 😡 😡🤬🤬🤬
Identity Attack0.30103904
Insult0.1935001
Profanity0.029050145
Threat0.025789235
Severe Toxicity0.018384963
Moderate 0.33836752 Moderate Con 0.365
Sep 11, 2025 Why Canadians Are Turning Against …
Find them and it’s simple deport: Clean this beautiful country please!!!!!
Find them and it’s simple deport: Clean this beautiful country please!!!!!
Identity Attack0.28034934
Insult0.08410009
Profanity0.025634222
Threat0.13815513
Severe Toxicity0.022710243
Moderate 0.3308965 Low Con 0.199
Sep 29, 2025 IRCC Names India in Study …
What a beautiful country was Canada 15 years back? The Liberals opened the floodgates and we're suffering now .And Canadians voted the Liberals to power again even after knowing the country was going to the …
What a beautiful country was Canada 15 years back? The Liberals opened the floodgates and we're suffering now .And Canadians voted the Liberals to power again even after knowing the country was going to the dogs!
Identity Attack0.18235919
Insult0.3388922
Profanity0.050429728
Threat0.008427517
Severe Toxicity0.008430481
Moderate 0.3302291 Constructive 0.514
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
First of all, Tyler is a hardworking journalist and I respect that, however a lot of this video was wildly ignorant, from almost everyone involved, including from him. This is cheap views unfortunately. It paints …
First of all, Tyler is a hardworking journalist and I respect that, however a lot of this video was wildly ignorant, from almost everyone involved, including from him. This is cheap views unfortunately. It paints a very bad perspective for all the genuinely hardworking citizens and residents of Indian origins, why not show that side of them too? There’s obviously actual students who come to study and provide for the community while also maintaining their own culture? What’s wrong with that? Besides, what is a Canadian culture if not a mix of immigrants from all around the world? Are white people also not just immigrants to this country or did they magically spawn in this place? They’ve committed ATROCITIES (not just in Canada), yet have the audacity to act like they’re the cleanest ones in the land. While I do agree some Indians do not improve the reputation, most are really kind, helpful and honest people. Perhaps treat everyone like humans for a change instead of using the bad ones as a benchmark. PS, cutting to the ugly streets when someone mentions Punjab is probably the cheapest attention grab, obviously there’s bad streets, ugly roads, gross people everywhere but so are beautiful ones, lovely countryside views, beautiful mountains and most of all, very hardworking and respectful people as well. Your view of Punjab is just NOT the same as the one of the people in the video who view their motherland as a beautiful place. You can portray every place in the world in that light with the wrong perspective, be it New York, Paris, Barcelona, Cairo, Sydney, Rio, London, etc, but it must be nice to get a few more looks at the expense of demeaning others.
Identity Attack0.13591312
Insult0.2817503
Profanity0.10178173
Threat0.009747985
Severe Toxicity0.009994507
Moderate 0.32020867 Constructive 0.821
Jan 27, 2026 Inside Canada's Indian Invasion...
Trudolf destroyed our beautiful country with immigration and now his successor, the carnival worker, is driving the nails into the coffin. Many of us would leave here if there was a better place to immigrate …
Trudolf destroyed our beautiful country with immigration and now his successor, the carnival worker, is driving the nails into the coffin. Many of us would leave here if there was a better place to immigrate to.
Identity Attack0.26325142
Insult0.17858955
Profanity0.024062896
Threat0.012958534
Severe Toxicity0.011291504
Moderate 0.31963667 Moderate Con 0.477 Policy_Critique
Sep 27, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Here is a aggressively neutral take as a Canadian elementary school teacher in an area with an extremely high Indian population (around half our school is ethnically Indian). It is also my own opinion, and …
Here is a aggressively neutral take as a Canadian elementary school teacher in an area with an extremely high Indian population (around half our school is ethnically Indian). It is also my own opinion, and some opinions on the internet suck: The good: Cultural integration IS possible (the Indian families are more into hockey than the white families where I live), tons of cross-cultural friendships, beautiful blend of cultural celebrations, top achievers are almost always second-generation immigrants, kids are growing up to love their parents' culture while also loving Canada's, many fantastic families who engage their children well and raise them very respectfully, religious temples that will feed an amazing meal to ANYBODY who walks into them (as long as you cover your hair), low rates of family trauma (drugs, abuse, divorce, etc.), families that take care of their elders The rough: Not all families are interested in being Canadian (some families just send their kids to Indian speaking private schools, live in Indian areas, and only seem to practice Indian ways of life - what's even the point?), many Indian families retreated into their home-lives during Covid which removed their children from integration opportunities, a very small percentage of the families are absolutely TERRIBLE at parenting and treat their sons and daughters with different levels of respect, multi-family households pay a single property tax which makes the contribution per taxpayer much smaller (while social benefits are equal to anybody else), some crime such as extortion and gang activity has been imported into the country, some individuals' disregard for rules and laws (setting fireworks on Diwali in the middle of a dry, grassy field is just plain stupid), some Indian communities seem to vote blindly for their own ilk during local elections without any regard for policy or experience, LMIA immigration program has been corrupted by the nepotism of bad actors and the greed of large corporations (wages can be federally subsidized which makes it cheaper to hire immigrants than the 16 year old down the street). Many of these families were simply making good choices for their own family, so don't blame the people themselves for this - blame the government that allowed it to fester unsustainably. I'll continue to stick up for the majority of these beautiful families though - haters be darned! Watching these kids grow up gives me some hope for humanity!
Identity Attack0.2964622
Insult0.21368977
Profanity0.25915453
Threat0.008272167
Severe Toxicity0.01644827
Moderate 0.31825066 Constructive 0.786 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada is a lost nation 😔 😢 we are on the verge of destruction 😮😢unbelievable such a beautiful country ❤ 💙 was strong and FREE, now what happened, now we are small and weak 😢WHAT …
Canada is a lost nation 😔 😢 we are on the verge of destruction 😮😢unbelievable such a beautiful country ❤ 💙 was strong and FREE, now what happened, now we are small and weak 😢WHAT HAPPENED TO CANADA 🇨🇦
Identity Attack0.25986546
Insult0.1935001
Profanity0.025087673
Threat0.009747985
Severe Toxicity0.01159668
Moderate 0.30716252 Moderate Con 0.465
Nov 29, 2025 1 likes Why Canadians Are Turning Against …
IRCC-Immigration must employ an original white Canadian born and not immigrants to eliminate Mafia-Fraud in the system. These children of immigrants like Aizha are part of the Mafia who are favouring and selective thata why …
IRCC-Immigration must employ an original white Canadian born and not immigrants to eliminate Mafia-Fraud in the system. These children of immigrants like Aizha are part of the Mafia who are favouring and selective thata why Canada are flooded with illegal and fraud. They are connected with businessmen-politicians in House of Commons who are favouring their original country of nationalities. Immigration-IRCC must regulate the number of entries per nationality to Canada so that it will not be dominated by particular color and religion of nationalities whi wanted to change Canada's government, religion, culture and impose that they wanted to be according to their comfort. The first nation and white Canadian for fought and died with their own blood for many years to built a beautiful qnd peace country of Canada are noe neglected and these Mafia Immigrants are gradually dominating to govern the country by crimes abs illegal acts
Identity Attack0.31307843
Insult0.18355975
Profanity0.025634222
Threat0.011042561
Severe Toxicity0.01083374
Moderate 0.30319387 Moderate Con 0.451 Unverified_Claim
Sep 28, 2025 IRCC Names India in Study …
Greatest country on earth huh? Where should i start: -13th most obese country (~43% of you cant even feed themselves without getting sick) -27th out of 37 for reading -27th out of 81 for mathematics …
Greatest country on earth huh? Where should i start: -13th most obese country (~43% of you cant even feed themselves without getting sick) -27th out of 37 for reading -27th out of 81 for mathematics -35th in life expectancy -52nd globally in gender equality health, education equity, or overall well-being... You are the "greatest" in nothing... Only positive things the world sees is americas beautiful nature, and you did nothing to achieve that except unaliving so so many indiginous people... Seriously, how can you be patriotic about this country. I really dont get it... Somebody enlighten me, help me understand, how you can call yourself "greatest country in the world"? When you are obviously not!
Identity Attack0.1769227
Insult0.24835461
Profanity0.041160982
Threat0.008246276
Severe Toxicity0.0104522705
Moderate 0.30136615 Moderate Con 0.387 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Excellent video!! One thing I would like to point out is that Canadians did not VOTE the Liberals in, the election was STOLEN! Yes there were many who are not awake and fell for Carney’s …
Excellent video!! One thing I would like to point out is that Canadians did not VOTE the Liberals in, the election was STOLEN! Yes there were many who are not awake and fell for Carney’s BS but he did not win! Ask yourself why he doesn’t have a Constituency office? Why is there no budget? Red flags!!! Wake up Canada, your beautiful Country is being destroyed before your very eyes!!
Identity Attack0.10409598
Insult0.19500497
Profanity0.047674157
Threat0.013631714
Severe Toxicity0.0104522705
Low Tox 0.295883 Constructive 0.562
Aug 25, 2025 2 likes 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.