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Canadian Immigration Dashboard [ CID ]
Perspective API

Toxicity Scores & Embeddings

Search and explore comments with their Perspective API toxicity/prosocial scores alongside AI sentiment labels.

Communalytic | Toxicity & prosocial scores, embeddings, and clusters generated via Communalytic (Social Media Lab, Toronto Metropolitan University) using Google's Perspective API.
Toxicity Scored
55,769
9.3% of 596,542 total
Prosocial Scored
54,229
Embeddings
55,418
403 clusters
Avg Tox / Con
0.245 / 0.328

Summary Charts

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All 13 Dimensions

Score Distribution

Scored: 55,769
Unscored: 596,542 remaining
9.3% complete
{# Expects: explorer_rows, explorer_total, explorer_pages, current_page, page_range, filter_opts, f_q, f_polarity, f_tox_min, f_tox_max, f_sort, f_cluster, f_scope, explorer_reset_url #}

Comment Explorer

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Active: "Is this what it’s like …" 2,805 comments · Page 79 of 113
Canada is suppose to be about diversity, yet all I seen come into Canada as new Canadians in the last decade is east Indian. Enough is enough! Heaven forbid we might actually bring someone into …
Canada is suppose to be about diversity, yet all I seen come into Canada as new Canadians in the last decade is east Indian. Enough is enough! Heaven forbid we might actually bring someone into the country that we have something in common with, like Christmas.
Identity Attack0.13805299
Insult0.035443626
Profanity0.017845914
Threat0.0068416605
Severe Toxicity0.004005432
Low Tox 0.15545623 Constructive 0.556
Oct 24, 2025 Inside Canada's Indian Metropolis (Brampton)
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...
I work with a lot of imigrants. When hired they r told english only during shifts and they totally disreguard that and mgmt does nothing about it. They also have prayer room and they get …
I work with a lot of imigrants. When hired they r told english only during shifts and they totally disreguard that and mgmt does nothing about it. They also have prayer room and they get their regular breaks as well asbreaks to pray when ever they feel like it,it is totally not fair for the other workers as we dont let our religion dictate our lives. Enough is enough!!
Identity Attack0.11744241
Insult0.03423163
Profanity0.019348921
Threat0.0069905366
Severe Toxicity0.0031661987
Low Tox 0.15545623 Constructive 0.721
Aug 26, 2025 182 likes Why Canadians Are Turning Against …
The world is changing my friend old people from sedwell countries. Other countries that the west destroyed and robbed the reverse is now happening. These people from those countries are now coming in your country, …
The world is changing my friend old people from sedwell countries. Other countries that the west destroyed and robbed the reverse is now happening. These people from those countries are now coming in your country, it's kind of funny, you Europeans or westernized people don't like it, but it was okay when you destroy their country and 1 day country put in case you should mind your own business 2 years ago. Now you're paid for what you did.
Identity Attack0.08500996
Insult0.05262003
Profanity0.021876704
Threat0.010602405
Severe Toxicity0.0041007996
Low Tox 0.15545623 Moderate Con 0.453 Moral_Argument
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
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 …
Come to Surrey, it's the same thing. What I don't like; they don't want other people to share the opportunity. In most places, Canadians become like second-class because places are overcrowded and occupied by outsiders.
Come to Surrey, it's the same thing. What I don't like; they don't want other people to share the opportunity. In most places, Canadians become like second-class because places are overcrowded and occupied by outsiders.
Identity Attack0.11396073
Insult0.061101943
Profanity0.014156717
Threat0.0060908063
Severe Toxicity0.0028419495
Low Tox 0.15490346 Constructive 0.657
Nov 5, 2025 Inside Canada's Indian Metropolis (Brampton)
I like the bike guy. He's too straight!😂
I like the bike guy. He's too straight!😂
Identity Attack0.05976611
Insult0.033019636
Profanity0.06495911
Threat0.011094344
Severe Toxicity0.0060272217
Low Tox 0.15490346 Moderate Con 0.378 Humor_Satire
Feb 16, 2026 1 likes Inside Canada's Indian Invasion...
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)
Tom petty would have to rewrite his song to "you dont get to live like a refugee"
Tom petty would have to rewrite his song to "you dont get to live like a refugee"
Identity Attack0.068465814
Insult0.055547886
Profanity0.018255826
Threat0.008531082
Severe Toxicity0.0032234192
Low Tox 0.15490346 Low Con 0.29 Humor_Satire
Nov 21, 2025 Thousands of refugees allowed into …
I was born in brampton, lived in cbridge then to b.c.! I will never go back! Heres a fun fact tho, the government opened the flood gate to immigration, red taped housing, started a catch …
I was born in brampton, lived in cbridge then to b.c.! I will never go back! Heres a fun fact tho, the government opened the flood gate to immigration, red taped housing, started a catch and release program for repeat offenders, even violent ones! And made drugs decriminalised! From what I heard, there was commercials and panphlets all over differnt countries saying come to canada for a better life, its great here! Many came and because of the housing shortage due to the red tape, people were sleeping on the street in front of the government offices! Its also colder then many people that have never experienced could even imagine! Then there starting from the bottom! A chip on there shoulder thinking the gov owes them and do whatever you can to get payed! Hence why there were so many car, jewlery store, liqure store thiefts and break & enters! The cops were literally telling people to keep there car keys near the door so the thiefs can take them with no altercation! I blame turdo and sean fraser! Fun fact, sean fraser was the immagration minister then got cabnet shuffled to housing minister during turdos terms, idk what he is now but i think hes still in cabnet. I try not to be racist but this failed experiment and just plain bad math/out of touch with reality cabinet ministers are litterally making people racist! Its too many, too fast, when there manipulating the housing market by red taping it so much nobody can get a shovel in the ground! The stupidity of the gov is insane! I dont like the convervatives either as they will just swing the pendulem so far the other way too fast, i.e. cut everything! Including when they were hurting single mothers on welfare and persons with disibilities, we need somthing new, maybe a.i. or the upcomming future party, idk but this crap is wak!
Identity Attack0.053854458
Insult0.0670459
Profanity0.023311393
Threat0.011042561
Severe Toxicity0.0046157837
Low Tox 0.15490346 Constructive 0.646 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
So they literally developed the city, from a small town to a big city. What yall are complaining about? It’s not like European did better when they came in. Did European assimilate to indigenous culture? …
So they literally developed the city, from a small town to a big city. What yall are complaining about? It’s not like European did better when they came in. Did European assimilate to indigenous culture? At least indians didn’t force their culture like Europeans did
Identity Attack0.13377325
Insult0.034782536
Profanity0.027683776
Threat0.0072106146
Severe Toxicity0.0037384033
Low Tox 0.15435068 Moderate Con 0.345
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I’m pretty sure we all miss the friendly Smiles people know you they waved you. They make sure you’re OK as they talk to you but now it’s rudeness everybody looking at their phones or …
I’m pretty sure we all miss the friendly Smiles people know you they waved you. They make sure you’re OK as they talk to you but now it’s rudeness everybody looking at their phones or texting nobody uses manners is very rare. I gotta thank you just for opening the door. We miss the true values of being happy technologies ruining us all this other stuff going on especially in mass migrations oh my God, you try to be nice. Sometimes you can’t hold it inside. We don’t feel like this ever but now we’re getting overrun by immigrants and the US president’s crazy trying to do tariffs well tell you Canadians are fed up now you just made us mad and you wonder why World War I in World War II were so effective with the Canadiens now you’re gonna find out how we fight back we’re gonna double tactics this time
Identity Attack0.053854458
Insult0.06407392
Profanity0.08355101
Threat0.009281937
Severe Toxicity0.006752014
Low Tox 0.15435068 Constructive 0.71 Fear_Threat
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Its Like Integration isnt working world wide Funny how WE still need landlines and think WE are different races
Its Like Integration isnt working world wide Funny how WE still need landlines and think WE are different races
Identity Attack0.10221587
Insult0.028942931
Profanity0.035900343
Threat0.0074436385
Severe Toxicity0.005683899
Low Tox 0.15435068 Low Con 0.24 Policy_Critique
Jan 27, 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 …
Because they are not trying to fit in to our society and they are causing problems for the neighbors. They receive more than born Canadians and are given jobs here over Canadians. In my apartment …
Because they are not trying to fit in to our society and they are causing problems for the neighbors. They receive more than born Canadians and are given jobs here over Canadians. In my apartment building they don't like to be told to stop causing noise disturbances, in fact it even gets worse when they have been asked to stop. Some of the tenants " Newcomers " seem to think they can operate a business in the apartment which means they use excessive noise to build whatever they are building. Once they have been asked to stop by other tenants and given notices they then decide to retaliate by causing further noise which is deliberately to disturb the rest of us. They try to intimidate people that they know are born Canadians like some kind of gang members. We no longer feel safe in our own homes and neighborhoods. We are tired of them using the race card for every problem they have which is usually something they caused in the first place. In this particular building on Queen st. N. in Hamilton they cause trouble in multiple different apartments which they attend. Once they have been asked to stop causing noise in one apartment they just go to one of the others and then proceed to do the same thing there. Some of the newcomers have been given more than one apartment in the same building and therefore run back and forth between those apartments and slam the door of each one over and over all day long. The management has been informed hundreds of times for a number of years and yet they have not yet dealt with the issues. There is an ongoing record of so many incidents in this building which the management has not addressed beyond a blanket notice to all tenants regarding noise complaints. The manager says things like " It's a process " and yet there seems to be no results. Is management afraid to just simply evict the trouble makers ??
Identity Attack0.09410924
Insult0.06739554
Profanity0.0166845
Threat0.009178371
Severe Toxicity0.0042152405
Low Tox 0.1537979 Constructive 0.735
Aug 25, 2025 Why Canadians Are Turning Against …
It's this whole country man, immigration is out of control. Nothing like the Canada I grew up in. I miss it!!
It's this whole country man, immigration is out of control. Nothing like the Canada I grew up in. I miss it!!
Identity Attack0.10221587
Insult0.045593183
Profanity0.013302735
Threat0.006757513
Severe Toxicity0.0032234192
Low Tox 0.1537979 Moderate Con 0.487
Jan 27, 2026 Inside Canada's Indian Invasion...
Where did the point system go? Why is the canadian government not strict with fact-checking the documents being submitted by applicants? I thought Canada is stricter but I guess Indians are already treating it like …
Where did the point system go? Why is the canadian government not strict with fact-checking the documents being submitted by applicants? I thought Canada is stricter but I guess Indians are already treating it like the middle east where they can just pay the schools from their country to submit fraudulent papers saying they have a master's degree in computer science but when they start working, they couldn't even do proper coding!
Identity Attack0.10221587
Insult0.06459839
Profanity0.015079016
Threat0.0065827454
Severe Toxicity0.0028419495
Low Tox 0.1537979 Moderate Con 0.381
Oct 3, 2025 IRCC Names India in Study …
Canada's Immigration Crisis: Prioritizing National Interests Over Uncontrolled Influx from India The Government of Canada must immediately halt the unchecked influx of immigrants from India. This is not about xenophobia—it's about protecting Canadian society, resources, …
Canada's Immigration Crisis: Prioritizing National Interests Over Uncontrolled Influx from India The Government of Canada must immediately halt the unchecked influx of immigrants from India. This is not about xenophobia—it's about protecting Canadian society, resources, and identity from a pattern of exploitation that is eroding our nation. 1. Failure to Assimilate and Community Insularity Indian immigrants are not integrating into Canadian culture. Instead, they form parallel societies: Sending children to private ethnic schools that prioritize Indian languages and customs over Canadian values. Erecting statues and cultural symbols that celebrate India, not Canada—this is Canada, not a satellite of New Delhi. Prioritizing their own communities in hiring and services, creating ethnic enclaves that exclude others. This insularity prevents true assimilation and fosters division. 2. Exploitation of Systems and Loopholes Many arrive through fraudulent means and demand instant benefits: Establishing "diploma mill" colleges solely to gain entry, then claiming permanent residency or citizenship after minimal study. Only Indians teachers are hired through this made up "Colleges". Sponsoring extended family chains (parents, siblings, cousins) who contribute nothing but drain resources. Elderly parents, who have never paid Canadian taxes, access healthcare and social services immediately, overburdening hospitals while their families use nursing homes as a last resort. Bribing for driver's licenses abroad, leading to reckless, entitled driving on Canadian roads. These tactics exploit loopholes, bypassing fair processes meant for genuine contributors. 3. Strain on Resources and Job Market The rapid population growth is unsustainable: High birth rates (far above Canada's replacement level) are used strategically to "populate" the country and secure more benefits. Taking jobs from Canadians in government, police, education, healthcare, and beyond—often through nepotism and "cutting in line" for their networks. For example IRCC Director - Harpreet Kochhar Deputy Minister - Pemi Gill and Aiesha Zafar who have no idea where the 79,000 illegal Indians are in Canada. Remove these Minister from their position. They are incompetent in the jobs. Fraud = Predominant country = India. Nepotism is rampant in their community and their class system mentality. Overwhelming housing, food banks, parks (littered with garbage), and public spaces (including reports of improper behavior on beaches). Many work in low-productivity roles, undercutting wages and relying on welfare despite employment. Canadians are being displaced in their own country. 4. Criminal and Cultural Importation A subset brings a "gangster mentality" from India: Rising involvement in organized crime, fraud, and violence in cities like Brampton and Surrey. Lazy or substandard work ethic in some cases, prioritizing quick gains over quality. Just look at Tim Horton! This is not the skilled, law-abiding immigration Canada needs. Call to Action: Policy Reforms Now Cap and pause Indian immigration until assimilation metrics improve. End chain migration and fake college scams—require proven contributions before PR/citizenship. Enforce assimilation: Mandate public schools, cultural integration tests, and community service. Protect Canadians first: Prioritize housing, jobs, and services for citizens. I don't care if this is labeled "racist"—the evidence is clear. Indians are not here to build Canada; many are here to overtake it. Canadians have to act before it's too late.
Identity Attack0.14661247
Insult0.047935467
Profanity0.014566627
Threat0.008634649
Severe Toxicity0.004196167
Low Tox 0.15324512 Constructive 0.674
Oct 29, 2025 IRCC Names India in Study …
The guy in bike sound like trump lol
The guy in bike sound like trump lol
Identity Attack0.010655383
Insult0.06953252
Profanity0.027683776
Threat0.007935578
Severe Toxicity0.0030708313
Low Tox 0.15324512 Low Con 0.205 Humor_Satire
Feb 28, 2026 Inside Canada's Indian Invasion...
5:40 What an absolutely based guy. Brilliant you need much more people like him with a brain and able to tell the truth. Also none of the city worker that wouldn't tell you the truth …
5:40 What an absolutely based guy. Brilliant you need much more people like him with a brain and able to tell the truth. Also none of the city worker that wouldn't tell you the truth because she works for the city. That tells you a lot about the city dosent it.
Identity Attack0.0020256327
Insult0.0810151
Profanity0.014054239
Threat0.006155535
Severe Toxicity0.0014877319
Low Tox 0.15324512 Constructive 0.612 Policy_Critique
Feb 8, 2026 4 likes Inside Canada's Indian Invasion...
6:35 - the woman right mentioned the state of mind and the practices of the "new immigrants". I have been living in the United States. In States where there are fewer of outsiders, they have …
6:35 - the woman right mentioned the state of mind and the practices of the "new immigrants". I have been living in the United States. In States where there are fewer of outsiders, they have love and respect for these communities, but travel or live in TX, CA, NJ and the likes and you see the friction - the reason we see is the new ones don't follow the laws as strictly, don't respect the local practices as simple as yielding to cars or pedestrians, queuing up in stores, etc. They don't do that in their home countries so they assume it is what they are going to do and locals who built the country with a lot of effort don't like it.
Identity Attack0.10221587
Insult0.06634661
Profanity0.021945024
Threat0.007935578
Severe Toxicity0.0039482117
Low Tox 0.15324512 Constructive 0.878
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Another thing about their driving is that in India there isn't traffic laws... like there's no traffic lights or stop signs.. people just walk in front of cars and expect them to stop. They really …
Another thing about their driving is that in India there isn't traffic laws... like there's no traffic lights or stop signs.. people just walk in front of cars and expect them to stop. They really do not know how to drive.
Identity Attack0.11396073
Insult0.061976057
Profanity0.016752819
Threat0.0075083673
Severe Toxicity0.0037002563
Low Tox 0.15324512 Moderate Con 0.489 Comparative_Framing
Feb 4, 2026 Inside Canada's Indian Invasion...
Last summer I was being served by an Indian young lady who had tape holding her glasses together and it broke my heart because she is working , serving me & doing a job I …
Last summer I was being served by an Indian young lady who had tape holding her glasses together and it broke my heart because she is working , serving me & doing a job I wouldn’t want for myself and I appreciated her and others so very much. Anyway, I had two spare frames at home and brought them to her the very next day. I didn’t care what race she was and in god’s eyes, our creator, we are all equal and we should try to be more like the lord. You can’t claim like most of you to be god loving and turn around and have hate in your heart. You disgust me. Keep in mind that a lot of you are immigrants too! Or at least your parents and other family members. Why don’t you go back home too then with that attitude? The home grown people are by far a bigger problem in this country than other races
Identity Attack0.105256535
Insult0.03710241
Profanity0.09961538
Threat0.012803185
Severe Toxicity0.008201599
Low Tox 0.15269235 Constructive 0.735 Solidarity
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
The opinion that they're importing labor is wrong. We're all dollar signs for the government. People are like cattle to a government.
The opinion that they're importing labor is wrong. We're all dollar signs for the government. People are like cattle to a government.
Identity Attack0.008213525
Insult0.0806213
Profanity0.02344803
Threat0.006110225
Severe Toxicity0.0018119812
Low Tox 0.15269235 Moderate Con 0.44 Policy_Critique
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
I loved in Brampton for over 20 years. For most of the time there, I had no issues with Indians. Most of the ones I met were nice and generous people. The issues have truly …
I loved in Brampton for over 20 years. For most of the time there, I had no issues with Indians. Most of the ones I met were nice and generous people. The issues have truly started cropping up since 2018. Seems like the younger immigrants bring their rivalrys and feuds over here.
Identity Attack0.16801116
Insult0.035443626
Profanity0.022833163
Threat0.00704232
Severe Toxicity0.0032806396
Low Tox 0.15269235 Constructive 0.763
Dec 12, 2025 Inside Canada's Indian Metropolis (Brampton)

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.