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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: "i am sorry it is …" 147 comments · Page 4 of 6
Why doesn't the US do a flyover and drop leaflets to the migrants of how it's going to be at the border?. We all knew this invasion of migrants was a well orchestrated event with …
Why doesn't the US do a flyover and drop leaflets to the migrants of how it's going to be at the border?. We all knew this invasion of migrants was a well orchestrated event with planned busing, meals, transportation, media event stops where everybody got off the buses for the media event and then boarded the buses again. Ever notice the babies, consider the 7000 people, a good number of them requiring disposable diapers all along the way. Notice the number of people walking in Flip-Flop shower shoes that are totally impractical for walking any distance. If these people were walking you'd be seeing them sitting when the caravan stopped. Don't feel sorry for these opportunist they're getting PAID because we all know they don't have a hive mind seeking discomfort, exhaustion, starvation, pissing on the roadside, putting their children through a stressful event. Caravan is said to be 14,000 people now. With about 4,000 getting paid. The former ICE director says 18 to 20% of illegals have criminal records. The democrats are trying to conquer by occupation, eventually they will have our nation so broke the system of welfare services will collapse under the weight of sheer numbers of illegals taking a free ride. Then our nation will be socialist like Ecuador.
Identity Attack0.18468912
Insult0.100019015
Profanity0.034146797
Threat0.012699619
Severe Toxicity0.009002686
Low Tox 0.2359567 Constructive 0.555
Oct 31, 2018 How much do refugees and …
Sorry dude. The US is NOT the greatest country on earth
Sorry dude. The US is NOT the greatest country on earth
Identity Attack0.17925262
Insult0.07365121
Profanity0.040409464
Threat0.007197669
Severe Toxicity0.005455017
Low Tox 0.23451406 Low Con 0.245 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canadians are fighting to survive now ,, sorry if you have to return to your country ,, make it work in your country not ours ,,
Canadians are fighting to survive now ,, sorry if you have to return to your country ,, make it work in your country not ours ,,
Identity Attack0.21470967
Insult0.06512285
Profanity0.013166099
Threat0.0076637166
Severe Toxicity0.005874634
Low Tox 0.2330714 Moderate Con 0.464
Nov 26, 2025 Quebec Ends Economic Immigration Program …
Sorry folks, Canada cant save every desperate person in the world! Most refugee claims are fake anyways!
Sorry folks, Canada cant save every desperate person in the world! Most refugee claims are fake anyways!
Identity Attack0.11163961
Insult0.1087965
Profanity0.018734055
Threat0.00666042
Severe Toxicity0.0032043457
Low Tox 0.22177623 Low Con 0.271
Dec 23, 2025 172 likes Deportations From Canada at Their …
It's true though. I couldn't get a job for over two years, I applied EVERYWHERE, they would say they're not hiring, then a week later I'll see a new worker or two being trained and …
It's true though. I couldn't get a job for over two years, I applied EVERYWHERE, they would say they're not hiring, then a week later I'll see a new worker or two being trained and guess what? they're indian/punjab (sorry, unsure all the proper terms of people or the differences). Not to mention that they treat indigenous women the way they would back home.... Pretty much every person I know (I'm indigenous and have experienced it myself) has experienced some sort of harassment or assault or whateva with them... And yes, I know it's not all of them, I also know some great people that are indian/punjab but I'm not going to act like there isn't a problem....... Then people think indigenous people get "hand outs"... I was broke for over two years, I tried welfare, it's not as easy as it seems to people lol Also, I'm sure I'm wrong, but I always assumed Immigration was like... reserved for people that need it kind of like refugees.
Identity Attack0.23770751
Insult0.07808672
Profanity0.07740857
Threat0.012699619
Severe Toxicity0.008277893
Low Tox 0.21508642 Constructive 0.838 Personal_Narrative
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
Tyler brother, next time your in Canada, pickup a toque! you wont be hunching your shoulders up to protect your ears. Ahem, sorry in American that's a ... beanie
Tyler brother, next time your in Canada, pickup a toque! you wont be hunching your shoulders up to protect your ears. Ahem, sorry in American that's a ... beanie
Identity Attack0.05794714
Insult0.086852804
Profanity0.028913507
Threat0.016120117
Severe Toxicity0.0062561035
Low Tox 0.21508642 Constructive 0.605 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
As a white canadien im not gonna feel guilty for something i didnt do to oppress that was never slave sorry but not sorry that lady is my hero
As a white canadien im not gonna feel guilty for something i didnt do to oppress that was never slave sorry but not sorry that lady is my hero
Identity Attack0.21075934
Insult0.04442204
Profanity0.033144772
Threat0.010084574
Severe Toxicity0.0064849854
Low Tox 0.20312156 Moderate Con 0.496
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
I visited Brampton, it's a beautiful city, but there is a lot of trash on the ground, even on the grounds of beautiful properties. Sorry, but is this the equivalent of having flowers on your …
I visited Brampton, it's a beautiful city, but there is a lot of trash on the ground, even on the grounds of beautiful properties. Sorry, but is this the equivalent of having flowers on your land, for some ?
Identity Attack0.011025362
Insult0.16337912
Profanity0.027410502
Threat0.0058998563
Severe Toxicity0.0026893616
Low Tox 0.2028889 Constructive 0.733 Identity_Assertion
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
As an Indian I sincerely feel sorry for the Canadians 😢 I can feel their pain . This is irreparable. Feeling alien in their own land
As an Indian I sincerely feel sorry for the Canadians 😢 I can feel their pain . This is irreparable. Feeling alien in their own land
Identity Attack0.23163283
Insult0.06529768
Profanity0.017026093
Threat0.0072753434
Severe Toxicity0.0045394897
Low Tox 0.20265625 Constructive 0.543 Fear_Threat
Sep 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
I’m so sorry to hear of Jason’s father’s passing. Canada’s healthcare system is a nightmare.
I’m so sorry to hear of Jason’s father’s passing. Canada’s healthcare system is a nightmare.
Identity Attack0.04564415
Insult0.15343215
Profanity0.016479544
Threat0.0069387536
Severe Toxicity0.00289917
Low Tox 0.20265625 Constructive 0.606 Personal_Narrative
Feb 18, 2026 1 likes LILLEY UNLEASHED: The fall of …
Based on this trend, by the next 50 years, the real Canadians could probably be extinct. I'm sorry, my wonderful Canadians. Your government has failed you.
Based on this trend, by the next 50 years, the real Canadians could probably be extinct. I'm sorry, my wonderful Canadians. Your government has failed you.
Identity Attack0.10221587
Insult0.07238392
Profanity0.014225035
Threat0.016638106
Severe Toxicity0.0048065186
Low Tox 0.20149297 Moderate Con 0.438 Fear_Threat
Jan 30, 2026 1 likes Why Canada’s immigration system has …
The problem is immigration back in day was a luxury in India so only riches made it outside and they were rich compared to others after independence because they were more pro british and served …
The problem is immigration back in day was a luxury in India so only riches made it outside and they were rich compared to others after independence because they were more pro british and served them. So it was easy for them to immigrate and assimilate into your culture. Now you see many poor people also immigrating because immigration became more accessible, its just like the touchscreen phones, before only rich people had them, but later and now everyone has it. Plus your overly liberal and the stupid point system lets anyone enter the country if they meet a specific criteria, they barely check their english, background, crime record, etc. Also, living in India is a survival, or a nightmare for short. Especially for the poor people in the up north, and so they go to these shady agents who claim that they can send him or her to Canada, UK, Australia where ever they want in exchange for some money. Sometimes these agents turnout to be scams and sometimes not, then these students apply to some fake university that has no campus in Canada and select a course thats easy. Then once approved they come to canada, don’t go to university and make some other indian friends who say they have contacts with some job providers and through that the students get their jobs at the fast food joints and shopping malls. The mindset with which these students come to Canada is that I want to get a simple job as soon as I land in Canada and through that job I can get a PR. They never go to assimilate or discover the culture, they come because the country looks nice, has resources, and will provide them with a good salary so that they send some money back home to their parents as compared to low paying jobs in India, which too are super competitive. They still like the indian way of life, the culture, the food, the attire, just not in India. Thats why you’ll never see these students eating at anything other than a Indian Punjabi Restaurant or a fast food joint, they will never make white friends, they will never try to change the way they speak and look at Canadians, they will never try to change their driving habits. In conclusion, more poor people and students migrating, paired with their mindset of “I want everything to be Indian just not in India but in a place that looks better” paired with their low interest in actually learning and working better jobs is what makes them a bad immigrant group. But thats not to say that all are like that its only some and mostly Punjabis/ other North Indians that have this mindset. The reason why the Indian group in USA is much better and successful is because they are mostly of south indian descent. Those people are far more educated, actually respect the law of the land. And fun fact: The stereotypical Indian Accent originated from USA mainly and reason why many indians say that they don’t speak in that accent is because that particular stereotypical accent is present in Indian people who come from the states of Andra Pradesh and Telegana, which is is where most of the Indians in USA are actually from. Sorry for the long ass comment and some writing mishaps, I really lose my writing quality when I’m writing long comments.
Identity Attack0.14875233
Insult0.083112895
Profanity0.041912504
Threat0.008129764
Severe Toxicity0.005607605
Low Tox 0.19893374 Constructive 0.608 Policy_Critique
Dec 3, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
So sorry Brampton. This is awful. Many cities are going through this as well just not to this extreme. our governments sure have destroyed Canada forever. No wonder Countries like Mexico are seeing such Expat …
So sorry Brampton. This is awful. Many cities are going through this as well just not to this extreme. our governments sure have destroyed Canada forever. No wonder Countries like Mexico are seeing such Expat growth. Many Canadians moving out of the country.
Identity Attack0.105836816
Insult0.075868964
Profanity0.016547862
Threat0.00951496
Severe Toxicity0.0034713745
Low Tox 0.19694418 Constructive 0.624
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
Y'all as an Indian I am extremely sorry for the lack of civic sense we export throughout the world. But, I can't ignore the blatant racism in the comments. Every country has it's spectrum of …
Y'all as an Indian I am extremely sorry for the lack of civic sense we export throughout the world. But, I can't ignore the blatant racism in the comments. Every country has it's spectrum of people. India unfortunately has the problematic one's more than the unproblematic one's. I would implore you guys to visit upstate Gurugram, Hyderabad, Bengaluru and the north east. Maybe that will change your view on India and Indians
Identity Attack0.15731181
Insult0.06921569
Profanity0.037904397
Threat0.00933372
Severe Toxicity0.005531311
Low Tox 0.18174082 Constructive 0.757 Personal_Narrative
Feb 9, 2026 1 likes Inside Canada's Indian Invasion...
As someone who comes from latin-america and has been travelling and touristing in Canada for the last 10 + years, and finally decided to take the step to immigrate to Canada through the front door, …
As someone who comes from latin-america and has been travelling and touristing in Canada for the last 10 + years, and finally decided to take the step to immigrate to Canada through the front door, I can safely say you guys are losing your amazing country. My permit was not approved and you know what, I am not even mad. I see a lot of these people leeching off your government and for some reason they get preferential treatment over people like me who come to do things honestly, work, study, and adding to the country instead leeching from it. Like I said, I first came to Canada a little over 10 years ago, and I am telling you this country is changing for the worse. One thing I also noticed is how back then I always used to hear the memes of Canadians being nice and always saying "sorry". Those memes no longer exist. I know it doesn't say much, but what I am trying to say here is: The quality of the Canadian citizen is 100% decreasing.
Identity Attack0.08004672
Insult0.081508696
Profanity0.054437835
Threat0.007909686
Severe Toxicity0.0048446655
Low Tox 0.1798404 Constructive 0.756
Sep 29, 2025 10 likes IRCC Names India in Study …
As an Indian, that's really sad and I'm sorry on behalf of everyone Every country needs to protect it's identity If you're proud of your country, stay there. If you wish to move out from …
As an Indian, that's really sad and I'm sorry on behalf of everyone Every country needs to protect it's identity If you're proud of your country, stay there. If you wish to move out from your country just assimilate, learn their language , learn their rules, follow their traditions and be nice Idk why it's so difficult for them to understand such basic things Government needs to thoroughly scrutinise immigrants. Tbh it's bad for both countries There are good, kind and respectful Indians but because of these idiots who don't assimilate and behave stupidly, the actual good ones get hate and face racism For canada or any country, immigrants should only be legitimately skilled. Before entering the country they need to be taught the rules and asked straightforward questions by the officers I support immediate deportation of all those idiots who don't assimilate and create ruccus in other countries
Identity Attack0.15517195
Insult0.06599696
Profanity0.07934829
Threat0.009540852
Severe Toxicity0.008430481
Low Tox 0.17805049 Constructive 0.805 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I moved from Canada almost two years ago, my parents came to Canada when I was a baby and I grew up in usa and Canada all my life, but a few years back I …
I moved from Canada almost two years ago, my parents came to Canada when I was a baby and I grew up in usa and Canada all my life, but a few years back I saw a trend. And I had to move. Sorry Canada, you're literally India now Plus. F. Winter b
Identity Attack0.15731181
Insult0.06285016
Profanity0.031391226
Threat0.0069905366
Severe Toxicity0.0059890747
Low Tox 0.17371799 Constructive 0.591
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Unfortunately they are not assimilating to Canadian traditions. I am now unable to feel sorry for the people who are being deported. They CANNOT become true CANADIANS if they don't follow Canadian ways. You cannot …
Unfortunately they are not assimilating to Canadian traditions. I am now unable to feel sorry for the people who are being deported. They CANNOT become true CANADIANS if they don't follow Canadian ways. You cannot get the benefits of Canada and demand your culture to be adhered to by Canadians. 🤬👿🤬👿🤬
Identity Attack0.15303208
Insult0.04442204
Profanity0.013576009
Threat0.0068287146
Severe Toxicity0.0037956238
Low Tox 0.17371799 Moderate Con 0.49
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Is this what Canadians wanted all along— to become India? Sorry, but immigration should never be so permissive that enough immigrants come in to populate an entire city. That’s a failure of the immigration system, …
Is this what Canadians wanted all along— to become India? Sorry, but immigration should never be so permissive that enough immigrants come in to populate an entire city. That’s a failure of the immigration system, not a triumph.
Identity Attack0.14019285
Insult0.046764325
Profanity0.012448754
Threat0.0068416605
Severe Toxicity0.0032615662
Low Tox 0.165053 Moderate Con 0.432
Sep 23, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I'm sorry but if you have not been proactive about renewal, have not tried to get PR before and no longer qualify for renewal of your visa, you should return to your home country.
I'm sorry but if you have not been proactive about renewal, have not tried to get PR before and no longer qualify for renewal of your visa, you should return to your home country.
Identity Attack0.06249457
Insult0.04969218
Profanity0.01535229
Threat0.010110466
Severe Toxicity0.0038528442
Low Tox 0.16331999 Constructive 0.623 Policy_Critique
Jan 15, 2026 111 likes 2.9 million Canadian temporary visas …
As an American.. This is crazy.. Im sorry that Canadians have to deal with this.
As an American.. This is crazy.. Im sorry that Canadians have to deal with this.
Identity Attack0.055637103
Insult0.052956227
Profanity0.00075160706
Threat0.00053928193
Severe Toxicity0.000008889105
Low Tox 0.1581604
Dec 8, 2025 1 likes
Sorry - As an Albertan, I will NOT listen to a word from Kenney's mouth.
Sorry - As an Albertan, I will NOT listen to a word from Kenney's mouth.
Identity Attack0.0039772694
Insult0.082866095
Profanity0.014122557
Threat0.006770459
Severe Toxicity0.0018119812
Low Tox 0.15711457 Moderate Con 0.399 Policy_Critique
Feb 18, 2026 1 likes LILLEY UNLEASHED: The fall of …
? sorry but this is fake news we are not divided
? sorry but this is fake news we are not divided
Identity Attack0.006511623
Insult0.035443626
Profanity0.029888187
Threat0.0086087575
Severe Toxicity0.0032424927
Low Tox 0.15545623 Low Con 0.294 Unverified_Claim
Feb 13, 2026 Canada's tighter immigration policy divides …
This is why when you come to a different country you should try to assimilate. I am all four people keeping their culture alive. I wish as an American I had more of a culture. …
This is why when you come to a different country you should try to assimilate. I am all four people keeping their culture alive. I wish as an American I had more of a culture. But for one you should learn to speak the language you can speak your native tongue also but you should also speak the language to the country you’re going to, and the driving issue I’m pretty sure is due to the way they drive in India there’s like no road laws and its insane driving. Maybe there needs to be more laws regarding some of these things you should have to take driving lessons in the country you’re moving to. I don’t exactly know but there needs to be more rules. I’m sorry to say but it is not OK to go to another country and basically give them the middle finger to the way they live!!
Identity Attack0.10235514
Insult0.06267534
Profanity0.057443913
Threat0.00780612
Severe Toxicity0.0049972534
Low Tox 0.15545623 Constructive 0.784 Policy_Critique
Feb 3, 2026 Inside Canada's Indian Invasion...
My friend had a crazy incident a year ago. When due to very strict rules, he lost his pgwp and became visitor status. He had to use hospital services and he called them and asked …
My friend had a crazy incident a year ago. When due to very strict rules, he lost his pgwp and became visitor status. He had to use hospital services and he called them and asked them why the bill was so high. He was given remarks on the phone by a lady that “Oh we citizens pay taxes and thats how healthcare is usually free”. I mean he was here from last 6 years and was called that like he did not pay taxes. Idk why being rude to person without knowing what thier status was before. I think people are really fed up with anyone who says they are either visior, on pgwp or TFW in general. Sorry to say but, no one should just burst on others and say oh I paid taxes or its free for citizens only.
Identity Attack0.009101473
Insult0.07333439
Profanity0.08096472
Threat0.008013252
Severe Toxicity0.003604889
Low Tox 0.15435068 Constructive 0.794 Personal_Narrative
Aug 24, 2025 5 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.