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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: "Do what y’all have to …" 89 comments · Page 3 of 4
Y you sold ur sole to someone else because of peace of bread that thay throw it to u u don't want to see deferent human being
Y you sold ur sole to someone else because of peace of bread that thay throw it to u u don't want to see deferent human being
Identity Attack0.015757138
Insult0.123407245
Profanity0.10240069
Threat0.019055385
Severe Toxicity0.012703998
Moderate 0.3048984 Moderate Con 0.392
Aug 26, 2025 Why Canadians Are Turning Against …
Los extranjeros quieren imponer su cultura, ellos salen de un país tercermundista y quieren convertir a otros países en el tercer mundo
Los extranjeros quieren imponer su cultura, ellos salen de un país tercermundista y quieren convertir a otros países en el tercer mundo
Identity Attack0.36702603
Insult0.23237456
Profanity0.035399333
Threat0.006763986
Severe Toxicity0.023076924
Low Tox 0.29039988 Low Con 0.157 Fear_Threat
Feb 22, 2026 1 likes Inside Canada's Indian Invasion...
I'm from India y'all just incase y'all want to know I'm from kerala india 🇮🇳, but tbh the nri indians Aka the indians outside of India i want them to come back home and develop …
I'm from India y'all just incase y'all want to know I'm from kerala india 🇮🇳, but tbh the nri indians Aka the indians outside of India i want them to come back home and develop it.., but as of youn who's making content on india just to get views,.. you shouldn't be trolling india tho.. you could respect it :)
Identity Attack0.27340925
Insult0.10587067
Profanity0.09992486
Threat0.017328756
Severe Toxicity0.012283325
Low Tox 0.25462922 Constructive 0.703 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
At the end, why are you asking "why?" You have super delicious food, you have a growing economy feeding the national GDP, you have super nice people. Also, if immigrants don't "integrate" then you get …
At the end, why are you asking "why?" You have super delicious food, you have a growing economy feeding the national GDP, you have super nice people. Also, if immigrants don't "integrate" then you get to enjoy a diversity of culture instead of it being white washed down to hamburgers and soggy, bland fries. Seriously, I don't understand any of the xenophobia in the comments- or the video here! Some of y'all sound like the MAGA that we have such a problem with here in the USA.
Identity Attack0.28034934
Insult0.0838533
Profanity0.026180768
Threat0.0073918556
Severe Toxicity0.006942749
Low Tox 0.25462922 Constructive 0.753 Moral_Argument
Dec 19, 2025 Inside Canada's Indian Metropolis (Brampton)
As someone who's born and raised in Brampton I don't really see any issues when it comes to the large Indian demographic in the city. Majority of the people in this city are just middle …
As someone who's born and raised in Brampton I don't really see any issues when it comes to the large Indian demographic in the city. Majority of the people in this city are just middle class families trying to get by and provide their kids and families a bright future. Without the indian immigrants coming to this city what would it even be? You have families living in million dollar+ houses, working, owning business, giving good futures and opportunities for their children but y'all mad cause they are Indians who are doing this. If they were white people instead would be calling Brampton a success story then? If 75 percent of the population is south asian, OF COURSE you will see south asian workers, south asian restaurants, grocery stores (JUST LIKE ANY OTHER COMMUNITY). You only see this issue online because the people who actually live in these areas have absolutely no issue with the city. They're mad they can't progress in their own lives and use cities like Brampton as a scapegoat for their own problems. It just doesn't make sense to me how so many people have an issue with Brampton when they don't even know what it is like.
Identity Attack0.2795294
Insult0.11616662
Profanity0.0887236
Threat0.008634649
Severe Toxicity0.009613037
Low Tox 0.24924077 Constructive 0.784 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Man y’all are crying so much 😂😂 Canadians deserve this 😂😂😂
Man y’all are crying so much 😂😂 Canadians deserve this 😂😂😂
Identity Attack0.17381613
Insult0.06794841
Profanity0.040910475
Threat0.033386398
Severe Toxicity0.010147095
Low Tox 0.23812068 Low Con 0.211
Aug 28, 2025 Why Canadians Are Turning Against …
We are DONE none of us did anything. There is NO going back now. Y’all hate trump for rounding up illegals… I wonder why he’s doing that….
We are DONE none of us did anything. There is NO going back now. Y’all hate trump for rounding up illegals… I wonder why he’s doing that….
Identity Attack0.1444726
Insult0.075868964
Profanity0.016821137
Threat0.009851551
Severe Toxicity0.004386902
Low Tox 0.21374844 Moderate Con 0.34 Unverified_Claim
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
6:50 arrest em like any other country would Y'all give em leeway to do as they please , cuz inclusivity? They are not in India , they should live according to Canada ,
6:50 arrest em like any other country would Y'all give em leeway to do as they please , cuz inclusivity? They are not in India , they should live according to Canada ,
Identity Attack0.18313584
Insult0.054376744
Profanity0.023174755
Threat0.036839653
Severe Toxicity0.0075531006
Low Tox 0.20705862 Moderate Con 0.323 Policy_Critique
Feb 13, 2026 Inside Canada's Indian Invasion...
THEY ARE EVERYWHERE NOT JUST BRAMPTON. E V E R Y W H E R E
THEY ARE EVERYWHERE NOT JUST BRAMPTON. E V E R Y W H E R E
Identity Attack0.025002124
Insult0.08212569
Profanity0.15371579
Threat0.010032792
Severe Toxicity0.010681152
Low Tox 0.2028889 Low Con 0.246 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
If the country feel migrants as threat for them they need to band citizenship of the countr y and start to deport the illegal immigrants but the administration have no wisdom to resolve the issues
If the country feel migrants as threat for them they need to band citizenship of the countr y and start to deport the illegal immigrants but the administration have no wisdom to resolve the issues
Identity Attack0.17614605
Insult0.061276767
Profanity0.018119188
Threat0.013321015
Severe Toxicity0.0045394897
Low Tox 0.20009702 Low Con 0.296 Policy_Critique
Feb 12, 2026 1 likes Canada's tighter immigration policy divides …
Caramel invasion et bien avant ça il y avait la ilef invasion mais sa personne n'en parle comme c'est bizarre
Caramel invasion et bien avant ça il y avait la ilef invasion mais sa personne n'en parle comme c'est bizarre
Identity Attack0.10221587
Insult0.12883772
Profanity0.053435806
Threat0.00704232
Severe Toxicity0.023076924
Low Tox 0.18744208 Moderate Con 0.324 Comparative_Framing
Feb 10, 2026 Inside Canada's Indian Invasion...
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...
Y yo aquí en mexico valiendo madre
Y yo aquí en mexico valiendo madre
Identity Attack0.036878675
Insult0.05262003
Profanity0.3290656
Threat0.0057218517
Severe Toxicity0.00957489
Low Tox 0.1798404 Low Con 0.293 Personal_Narrative
Feb 9, 2026 Inside Canada's Indian Invasion...
lol im a indian born n raised in canada, used to live in Brampton but moved since it was literally india 2.0 .. my entire family are born in canada except for my mom who …
lol im a indian born n raised in canada, used to live in Brampton but moved since it was literally india 2.0 .. my entire family are born in canada except for my mom who came in her 20’s, and obv my grandparents. brampton is genuinely just india, not canada. i don’t get y brampton js attracts every single travelling desi. my grandparents came to canada for a modern, safer world to raise and wtv, so whats the point lmao. 🫩✌️
Identity Attack0.11280017
Insult0.061101943
Profanity0.06796519
Threat0.006641001
Severe Toxicity0.0062179565
Low Tox 0.17458448 Constructive 0.597 Personal_Narrative
Feb 6, 2026 Inside Canada's Indian Metropolis (Brampton)
2:10 si eso es cierto yo soy europeo y si me mudo a EEUU celebraria la pascua el 11 de Julio y comería hamburguesas iria a un cine al aire libre y veria la superball …
2:10 si eso es cierto yo soy europeo y si me mudo a EEUU celebraria la pascua el 11 de Julio y comería hamburguesas iria a un cine al aire libre y veria la superball aun que solo sea para entender esa cultura. Y bueno las tradiciones de aqui son muy exportables alli salvo los reyes y semana santa se coincide perfectamente y es que si vas a un país es para disfrutar de el, recordando tu cultura y compartiendo la con el resto si quieren. Pero no aislando te en tu cultura nativa y querer ir remplazando la local por que si EEUU hubiera hecho lo mismo ahora only speaking in inglish a round the world.
Identity Attack0.10221587
Insult0.0638991
Profanity0.098377466
Threat0.008052089
Severe Toxicity0.0125103295
Low Tox 0.17025198 Constructive 0.666 Comparative_Framing
Feb 25, 2026 Inside Canada's Indian Invasion...
Muchos viven en nanaimo bc,,mi hija vive alla y dice que ultimamente han LLEGADO muchos hindues,,se van a provincial alejadas,
Muchos viven en nanaimo bc,,mi hija vive alla y dice que ultimamente han LLEGADO muchos hindues,,se van a provincial alejadas,
Identity Attack0.14019285
Insult0.07555214
Profanity0.023379711
Threat0.007547205
Severe Toxicity0.012359619
Low Tox 0.15987846 Moderate Con 0.435 Personal_Narrative
Sep 29, 2025 IRCC Names India in Study …
Im a Canadian and honestly I've NEVER had a problem finding a job, I don't even have my highschool... I think it has to do with *which* jobs they are applying for. I get that …
Im a Canadian and honestly I've NEVER had a problem finding a job, I don't even have my highschool... I think it has to do with *which* jobs they are applying for. I get that theres an "immigration" problem, the refusal to adapt and assimilate feels like a slap in the face especially when the same few will talk I'll of the same system they benefit from. HOWEVER I don't think it's good to lump all of these problems together and dump collective blame on immigrants. For 1, all this immigration and policies have happened under a liberal government and y'all voted then in, AGAIN. - clearly you're not THAT desperate for change. 2nd. Are the ones saying they can't find work willing to work in trades? General laborers making $25-$30+++ No experience required. Tradespeople are glad to teach people willing to work hard and learn.. What about warehouse work? Apply to your 5 closest warehouses, I guarantee youll get in 1.. ALSO the government IS willing to help Canadians get little certifications like forklift, smartserve, CPR.. Career colleges can help with training (e.g - computer) as well as soft skills. So yeah, I wonder if it's people being just as picky as they were when Canada wasn't in the economical shitter it is in rn? Maybe Im far luckier or fortunate than most? Maybe expectations are too high? Maybe some stubbornly refuse assistance they are entitled to? Im not sure, but I do sympathize/empathize with you guys, I hope you all can "get through". I pray we can find solutions to this insane cost of living / broken housing market / price gouging / tiny group of business owners having a complete market control and a monopoly on everything thing we need to survive - without competition, limitations or government regulation🫩. Stay strong Canada! 💙Don't let the hate consume you!❤️ 🇨🇦We will overcome🇨🇦
Identity Attack0.09410924
Insult0.04383647
Profanity0.04867618
Threat0.009799767
Severe Toxicity0.004501343
Low Tox 0.11429678 Constructive 0.869 Personal_Narrative
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Why do ppl go to another country only to build their baggage there instead of just staying in their own country? It's like every religion wants to take over certain countries with their religion I …
Why do ppl go to another country only to build their baggage there instead of just staying in their own country? It's like every religion wants to take over certain countries with their religion I didn't understand y they just dont stay in their own country
Identity Attack0.10221587
Insult0.022770792
Profanity0.022149978
Threat0.0070552654
Severe Toxicity0.002822876
Low Tox 0.11212669 Moderate Con 0.41 Identity_Assertion
Feb 17, 2026 2 likes Inside Canada's Indian Invasion...
One thing y'all gotta know that all these people are legally there and criminals are deported. Also they pay at least 50k cad upfront + yearly tuition fee(4 times more than a domestic student) and …
One thing y'all gotta know that all these people are legally there and criminals are deported. Also they pay at least 50k cad upfront + yearly tuition fee(4 times more than a domestic student) and they pay taxes. So except there being a lot of them there isn't really anything wrong.
Identity Attack0.04048799
Insult0.046178754
Profanity0.014225035
Threat0.007922632
Severe Toxicity0.0023841858
Low Tox 0.11202335 Constructive 0.613
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Hi from Indiana. I’m not familiar with life in Canada and I’m shocked to watch what is going on right now in your video. Maybe it’s not too late if your government can figure out …
Hi from Indiana. I’m not familiar with life in Canada and I’m shocked to watch what is going on right now in your video. Maybe it’s not too late if your government can figure out to modify some of the immigration laws that will give back the power, the benefit, and advantage to a natural born Canadian. 800 thousand foreigners coming in in the last three months? What’s with that? That’s so shocking. Looks like a legalized invasion/occupation. I’m like you, I was a legal immigrant from Asia in the late 70s retired now and love my great state of Indiana. My family has been here for almost 50 years fully acculturated to the values and culture of American life with my husband and two grown boys. This is my adopted beloved country now. I am everything that it is about. I still know how to speak my birth language only when I go home for vacation. I don’t use it even to speak to a fellow Asian when I see that an English speaking native born American is within ear’s reach. That young lady might be dead with brain tumor before she gets her MRI. That’s unacceptable. Here you go to the ER and if you need an MRI you get admitted and most like have it the next day. Or Y
Identity Attack0.06294931
Insult0.035443626
Profanity0.01982715
Threat0.0074436385
Severe Toxicity0.0029945374
Low Tox 0.11192002 Constructive 0.824
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
When I left Canada in 1995 there was a HUGE Pakistani population. The west is the west and we can't keep accepting more and more immigrants that don't assimilate. It's not hard to assimilate y'all. …
When I left Canada in 1995 there was a HUGE Pakistani population. The west is the west and we can't keep accepting more and more immigrants that don't assimilate. It's not hard to assimilate y'all. The USA does have a culture despite what other cultures say.
Identity Attack0.10221587
Insult0.029934563
Profanity0.012312118
Threat0.006440342
Severe Toxicity0.0026130676
Low Tox 0.11171334 Constructive 0.686 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
Why even move away from India to Brampton? It's the exact same thing, y'all could have just stayed there
Why even move away from India to Brampton? It's the exact same thing, y'all could have just stayed there
Identity Attack0.058856625
Insult0.025413504
Profanity0.023311393
Threat0.008259222
Severe Toxicity0.0033187866
Low Tox 0.10826672 Moderate Con 0.46
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Esto es el problema, que simplemente nos reímos o nos acostumbrados a vivir en un sitio que ya reconocemos en vez de actuar, el gran reemplazo no me cabe ninguna duda de que es real …
Esto es el problema, que simplemente nos reímos o nos acostumbrados a vivir en un sitio que ya reconocemos en vez de actuar, el gran reemplazo no me cabe ninguna duda de que es real ya que en diferentes partes del mundo, siempre bajo gobiernos socialistas se fomenta la inmigración descontrolada sin el más mínimo rigor y observación a futuro de como puede impactar en la economía. En España, mi pais es exactamente el mismo cuento, no sé imagina el tipo de perfil que más está emigrando aquí con las puertas abiertas, todo tipo de ayudas y con ventajas que ni los propios ciudadanos de aquí tienen, esto si sigue así acabará muy mal y las minorías serán los ciudadanos de cada país que serán tachados de racistas por respirar. Y he de decir que los indios en general me parecen personas muy buenas, ojalá en Europa la inmigración que predomine sea esa y no africanos.
Identity Attack0.04048799
Insult0.061101943
Profanity0.035649836
Threat0.006304411
Severe Toxicity0.005455017
Low Tox 0.1013248 Constructive 0.667 Fear_Threat
Feb 24, 2026 1 likes Inside Canada's Indian Invasion...
I don’t really understand why these people are receiving hate if they seem like they help one another and others. Those food banks and kitchens that offer a free meal to anyone is a good …
I don’t really understand why these people are receiving hate if they seem like they help one another and others. Those food banks and kitchens that offer a free meal to anyone is a good thing. I understand that many Canadians want assimilation but you can’t seriously expect people who were raised in another country for decades to automatically become Hockey viewers and poutine fans overnight assimilation takes time. Instead of looking at them with skepticism y’all should talk with one another instead. That old dude towards the end really said it best that we should help one another as humans.
Identity Attack0.028418748
Insult0.03489272
Profanity0.019348921
Threat0.007068211
Severe Toxicity0.0021266937
Low Tox 0.0926474 Constructive 0.8
Oct 4, 2025 16 likes Inside Canada's Indian Metropolis (Brampton)
Let's put it another way... I was born in Canada and I had moved abroad at 30 for work and was gone for about 10 years. When I got back, it happened to be the …
Let's put it another way... I was born in Canada and I had moved abroad at 30 for work and was gone for about 10 years. When I got back, it happened to be the same year our PM was waiting at the airport for the arrival of some refugees with winter coats for them and their Medicare cards, as well as housing provided for them. I had to run around for a full month trying to get my drivers license renewed since it had expired, and had to wait a full 6 months to get a probationary Medicare card, p-r-o-b-a-t-i-o-n-a-r-y....I felt outraged. I am not saying that many don't have a valid reason to flee their country, but when they know that they will receive housing and cash, of course people will flock to Canada, even if they aren't fleeing something.
Identity Attack0.020681098
Insult0.032248367
Profanity0.018392462
Threat0.0070552654
Severe Toxicity0.0022792816
Low Tox 0.08004235 Constructive 0.839
Feb 15, 2018 19 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.