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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: "This is same thing the …" 894 comments · Page 24 of 36
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...
I am sure all the Punjabis that you have spoken to have a Bachelors degree at least.I am not from Punjab, but i was fascinated to see Punjab, you should go to Chandigarh.The people in …
I am sure all the Punjabis that you have spoken to have a Bachelors degree at least.I am not from Punjab, but i was fascinated to see Punjab, you should go to Chandigarh.The people in Punjab want their children to study abroad so that they dont get into drugs and all.Also, it is just a showoff thing to show pictures of pre owned dodge challenger and mustangs to their friends and family back home.
Identity Attack0.10221587
Insult0.06372428
Profanity0.029460056
Threat0.009359611
Severe Toxicity0.0048065186
Low Tox 0.15269235 Constructive 0.694 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
8:55 Mister 🇵🇱 Poland is correct. The hygiene issue is a major issue. Indians don’t regard personal space and that’s reflects in the urban layouts back home. I think it’s overconfidence more than anything. Not …
8:55 Mister 🇵🇱 Poland is correct. The hygiene issue is a major issue. Indians don’t regard personal space and that’s reflects in the urban layouts back home. I think it’s overconfidence more than anything. Not that they cannot afford a dollar worth of deo, or even fragrant laundry softener. It’s a cultural thing to ask “ been sometime you guys got married, so when will your wife deliver a baby. “
Identity Attack0.12208464
Insult0.036325075
Profanity0.027137227
Threat0.008582866
Severe Toxicity0.0049591064
Low Tox 0.15269235 Constructive 0.724 Comparative_Framing
Oct 5, 2025 8 likes Inside Canada's Indian Metropolis (Brampton)
The same thing has happened in parts of England. The irony is that the immigrants are creating the exact same thing they left behind.....and just take the free perks like education, public health and welfare.
The same thing has happened in parts of England. The irony is that the immigrants are creating the exact same thing they left behind.....and just take the free perks like education, public health and welfare.
Identity Attack0.120924085
Insult0.033790905
Profanity0.013473531
Threat0.0064144502
Severe Toxicity0.002937317
Low Tox 0.15213956 Constructive 0.544
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
another, so,,so,,so,so,,,polite kannuk!,,,''',,i'm not sure i'm ,,,[ allowed ],,to say these things ''.,,,oh dear.
another, so,,so,,so,so,,,polite kannuk!,,,''',,i'm not sure i'm ,,,[ allowed ],,to say these things ''.,,,oh dear.
Identity Attack0.014752249
Insult0.058475737
Profanity0.03189224
Threat0.010214032
Severe Toxicity0.004272461
Low Tox 0.15213956 Moderate Con 0.429
Aug 25, 2025 Why Canadians Are Turning Against …
No offence to the amazing Indian people, as a Canadian I find the majority very helpful and good for our country. However, things changed 2015- onwards- there are large scam companies now that bring unqualified …
No offence to the amazing Indian people, as a Canadian I find the majority very helpful and good for our country. However, things changed 2015- onwards- there are large scam companies now that bring unqualified people by taking money from them and creating fake student permits for them. The issue with that is that these people are OK with subpar living standards and offer their services for less than minimum wage and this creates a shadow/ cash-based economy where taxes go unreported and quality of life does not improve. This is not good for anyone- not the Canadians and older immigrants who lose jobs to these people and must pay higher taxes to maintain the infrastructure needed for a larger population. Not to mention how these new immigrants are a bit uncultured and almost like the "red-necks" of India- they throw garbage around, do not learn English, never make friendships with other races/ethnicities.
Identity Attack0.054763943
Insult0.076819435
Profanity0.022559889
Threat0.0067834044
Severe Toxicity0.002861023
Low Tox 0.15158679 Constructive 0.775 Policy_Critique
Jan 26, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
Doing the same thing over and over and expecting a different result is the definition of insanity. We have been under Liberal governance for well over 10 years, how is that working out for you? …
Doing the same thing over and over and expecting a different result is the definition of insanity. We have been under Liberal governance for well over 10 years, how is that working out for you? If you are ready for a change, remember to vote with your mind not your emotions, elections have consequences, we have been paying the price for too long.
Identity Attack0.004846719
Insult0.082619295
Profanity0.015318131
Threat0.006246155
Severe Toxicity0.0014781952
Low Tox 0.15103401 Constructive 0.653
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
To answer your question at the end (what is the difference between the temples and the food bank) the canadians left community and god behind for progressivism and a godless life idolizing the individual. Churches …
To answer your question at the end (what is the difference between the temples and the food bank) the canadians left community and god behind for progressivism and a godless life idolizing the individual. Churches do the same thing the temples do, they run food banks and try to foster community. The difference is when a church asks you follow gods rules, people scream opression, but when foreign religions deman you cover your head, canadians think "ooh im so cultured"...
Identity Attack0.10221587
Insult0.056133457
Profanity0.014976538
Threat0.0070034824
Severe Toxicity0.0031661987
Low Tox 0.15103401 Constructive 0.609 Moral_Argument
Nov 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Grew up here, used to love this city…., crazy how much things have changed
Grew up here, used to love this city…., crazy how much things have changed
Identity Attack0.0068076057
Insult0.06337463
Profanity0.07126612
Threat0.0065050707
Severe Toxicity0.0024318695
Low Tox 0.15048122 Moderate Con 0.459
Oct 13, 2025 Inside Canada's Indian Metropolis (Brampton)
There is a clear lie in that video. Nobody is in Limbo. Mind you there is normal Federal Express entry program still happening. Meaning, that if you get selected through that program, you can immigrate …
There is a clear lie in that video. Nobody is in Limbo. Mind you there is normal Federal Express entry program still happening. Meaning, that if you get selected through that program, you can immigrate to any province of your choice - including Quebec. You can also still get bonus points for Canadian education (Quebec education does count) and Canadian work experience (if it qualifies). So the only thing that happened was, that one provincial nomination program was ended, that is all that happened. The practical problem is, that provincial nomination does give so many points, that it is a guarantee of normal express entry pull as long as you just meet criteria to enter Express entry. So provincial nominations are suitable for people that might be otherwise struggling with points (older age, less language perfection, les bonus points from education or work experience). For a disclaimer, provincial programs are based on a specific province needs and just because one was opened when you planned to go and study or work in Canada, it does not mean it will be like that forever. If an agent made you such promise, then he was misleading you. Again for those people demonstrating, nothing has changed for them other than one future option was gone. They still have their student or work permit until it expires. They also can apply into Express entry program as normal. On a side note for Canadian trying to cheer about this, be aware, such change can also mean that economy projection for next few years is not the best. so take it a warning sign. Or if we are lucky, it was found that this program was not bringing intended type of skilled worker or was heavily abused.
Identity Attack0.011691323
Insult0.07333439
Profanity0.021056883
Threat0.0068028234
Severe Toxicity0.0028800964
Low Tox 0.14950264 Constructive 0.707
Nov 23, 2025 Quebec Ends Economic Immigration Program …
The definition of madness is doing the same thing multiple times and expecting a different result. Nowhere to rent. No houses under $1mil. Skyrocketing gas and grocery prices. Overall cost of living is skyrocketing. Wages …
The definition of madness is doing the same thing multiple times and expecting a different result. Nowhere to rent. No houses under $1mil. Skyrocketing gas and grocery prices. Overall cost of living is skyrocketing. Wages are painfully low. But we'll keep voting for the same governments that have made the choices that have led to these problems over and over again. Madness.
Identity Attack0.003921773
Insult0.07301756
Profanity0.026863953
Threat0.007340072
Severe Toxicity0.0020694733
Low Tox 0.14950264 Constructive 0.538 Policy_Critique
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
Indians are generally good people some might have issues but hey no one ain't perfect. Now the issue is I prefer migrants to assimilate e.g. I am a japanese migrant in canada so I decided …
Indians are generally good people some might have issues but hey no one ain't perfect. Now the issue is I prefer migrants to assimilate e.g. I am a japanese migrant in canada so I decided to do things to be canadian speak English, Go skiing and live like everyone else Not building my own japan town or whatever. Also the second issue is Mass migration because these people once they come they start promoting it back home so more people come so it pretty much a point of no return. Also using the canada for a stop over for usa is very weird reason but don't do that that just sets a bad example to your people
Identity Attack0.12556632
Insult0.037980765
Profanity0.03840541
Threat0.0077025536
Severe Toxicity0.004673004
Low Tox 0.147767 Constructive 0.717
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
i like being a multi culture country (canada) but different cultures have there strong points and weak points . mostly if there coming from another country..for example im by a college.. alot of indians. so …
i like being a multi culture country (canada) but different cultures have there strong points and weak points . mostly if there coming from another country..for example im by a college.. alot of indians. so there smart and keep to themselves..(good thing i guess) but if you try talking to your indian neighbour there anti social with you. (bad thing) im white in a small biker town.. were generally friendly with first impression but can be judgemental. so. take people for who they are.
Identity Attack0.16159154
Insult0.032028005
Profanity0.019485557
Threat0.006712203
Severe Toxicity0.002937317
Low Tox 0.1460314 Constructive 0.71 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
Why is it that everythingand I mean everything Canadians want the government to do. THEY DON'T!! Immigration, crime,inflation,homelessness, housing,unemployment, border security, drug trafficking,drug over doses, food banks, foreign interference, pipelines,trade deals,natural resources mining, Israeli solidarity. …
Why is it that everythingand I mean everything Canadians want the government to do. THEY DON'T!! Immigration, crime,inflation,homelessness, housing,unemployment, border security, drug trafficking,drug over doses, food banks, foreign interference, pipelines,trade deals,natural resources mining, Israeli solidarity. And what do the bankrupt us on? Climate change. Gonna destroy a once great nation over a thing that can't be changed.
Identity Attack0.06613251
Insult0.03522326
Profanity0.013371054
Threat0.020264024
Severe Toxicity0.0049591064
Low Tox 0.1460314 Moderate Con 0.449 Policy_Critique
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
Same thing happening in Australia. And the driving 🤦‍♀️😂 I had a lady slam her brakes on in the middle of a busy road, and just stop. I was beside her at the stop lights …
Same thing happening in Australia. And the driving 🤦‍♀️😂 I had a lady slam her brakes on in the middle of a busy road, and just stop. I was beside her at the stop lights and asked her what she was doing as she nearly caused an accident.. she said, “you drive your way and I’ll drive my way”.. I tried to highlight the road rules in this country and she started to abuse me 😂
Identity Attack0.04925346
Insult0.032028005
Profanity0.044668075
Threat0.043955702
Severe Toxicity0.005340576
Low Tox 0.14429577 Constructive 0.618 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada should help their people and stop worrying about other countries If Canada wants to stop these people from coming to Canada then Canada should put money on cellphones and anyone with family in another …
Canada should help their people and stop worrying about other countries If Canada wants to stop these people from coming to Canada then Canada should put money on cellphones and anyone with family in another country has to pay more tax The reason people from other countries are in Canada is so canadians make money off selling things to them Not to remove them They pay tax so we have services and Canada helps Canadians Canadians are not helping canadians They're using foreigners as an excuse for them to not help canadians and making us lose money
Identity Attack0.10221587
Insult0.06250052
Profanity0.017299367
Threat0.0076766624
Severe Toxicity0.0038337708
Low Tox 0.14256015 Moderate Con 0.389
Dec 30, 2025 1 likes Deportations From Canada at Their …
the entire western world! im going to train an ai to create things of use....to geo block things
the entire western world! im going to train an ai to create things of use....to geo block things
Identity Attack0.033784978
Insult0.020901557
Profanity0.058946952
Threat0.06626215
Severe Toxicity0.0074005127
Low Tox 0.14082454 Low Con 0.215 Meta_Commentary
Feb 27, 2026 1 likes Inside Canada's Indian Invasion...
I actually like Indian folks, but there are simply too many of them in western countries and there is no sign of the flood stopping, there is essentially an infinite amount of them. In the …
I actually like Indian folks, but there are simply too many of them in western countries and there is no sign of the flood stopping, there is essentially an infinite amount of them. In the US they have become the second-largest immigrant group in many states. Big business/globalists like them for cheap labor and demographic change, and their fellow Indians of course support them out of ethnic/cultural loyalty. Canada with its small population has been completely overrun in just a handful of years by both them and the Chinese. Same thing in Australia.
Identity Attack0.11396073
Insult0.045007613
Profanity0.021808386
Threat0.0077672824
Severe Toxicity0.003452301
Low Tox 0.14082454 Constructive 0.581 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
It’s funny how they gaslight you in the believing this that and the other thing I don’t seem to have any answers when I asked
It’s funny how they gaslight you in the believing this that and the other thing I don’t seem to have any answers when I asked
Identity Attack0.0103594
Insult0.030044744
Profanity0.03239325
Threat0.045572113
Severe Toxicity0.004348755
Low Tox 0.13908891 Moderate Con 0.309
Sep 29, 2025 IRCC Names India in Study …
Well.. What goes around comes around it is said. When the settlers from Europe,, Great Britain came to this huge beautiful land blessed with a bountiful, lavish nature did they ever care to understand,study and …
Well.. What goes around comes around it is said. When the settlers from Europe,, Great Britain came to this huge beautiful land blessed with a bountiful, lavish nature did they ever care to understand,study and respect the value and life of those original natives who were the very first pioneers of Canada? Did they adopt their ways language and culture at least to a certain extent? Leave alone adopting or understanding. They took over the entire country and it's peoples through a brutal form of genocide and erasure of their beautiful natural way of life. Thekr lands were stolen, their languages extinguished, their culture spurned and erased.. These immigrants from Europe believed in their fanatical missionary zeal that they were saving the souls of tjese natives by forcing Christianity down their throats proudly announcing that they were on a civilising mission. Babies were stolen from their mothers and brought up as Christians. Families were separated leaving mothers in anguish never to see their children again. Slaughter of those who resisted became an accepted norm until the original native of Canada became a disappearing entity and those who survived are till today just surviving. It is to these people that Canada belongs and not to the invading anglo saxon proyestants and Christian evangelists or the mogrants from across the world. If anyone has a right to protest and femand their land back ots the native Canadians. It should be their government not of those who took over. So get a lottlr acquainted with true history and look at things with am intelligent honest perspective.. .
Identity Attack0.053854458
Insult0.06582214
Profanity0.025634222
Threat0.008311004
Severe Toxicity0.0037002563
Low Tox 0.13908891 Constructive 0.609
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
No such thing as "racism"
No such thing as "racism"
Identity Attack0.0775651
Insult0.024124376
Profanity0.03239325
Threat0.0083886795
Severe Toxicity0.0048065186
Low Tox 0.13388206 Low Con 0.211 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
I’m the son of Indian immigrants who came into Melbourne, Australia 34 years ago, my mom came with her family of 8 and my father came here by himself. The exact same thing is happening …
I’m the son of Indian immigrants who came into Melbourne, Australia 34 years ago, my mom came with her family of 8 and my father came here by himself. The exact same thing is happening over here. We have suburbs in our eastern side which have turned into pockets of Punjab and Haryana. We have been in the restaurant industry for 30 years now, these students are taking our cash in what is a ‘cashless economy’. We’ve had one particular instance where a former employee faked her marriage certificates in order to get her permanent residency, now she’s in trouble with the authorities and may face some years in jail. The problem is they like taking ‘shortcuts’ and then they get stuck and expect us as employers to save them. The systems put into place have been exhausted to the point where is it useless.
Identity Attack0.083355546
Insult0.06023245
Profanity0.04867618
Threat0.009825659
Severe Toxicity0.0048065186
Low Tox 0.13388206 Constructive 0.795 Personal_Narrative
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
The problem is not Indian, but who are coming to Canada in the name of students. Some persons who try to do illegal activities, need more men for that and they are coming in the …
The problem is not Indian, but who are coming to Canada in the name of students. Some persons who try to do illegal activities, need more men for that and they are coming in the name of students, and those are the same who did illegal things in India. All the chaos is because government not filtering enough the people coming to Canada
Identity Attack0.12208464
Insult0.032138187
Profanity0.013131939
Threat0.006912862
Severe Toxicity0.0026512146
Low Tox 0.13388206 Moderate Con 0.353 Policy_Critique
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
I am First Nations and I have been concerned about how the face and language of Canada has changed. The first thing we noticed in our small town was that the taxi companies were taken …
I am First Nations and I have been concerned about how the face and language of Canada has changed. The first thing we noticed in our small town was that the taxi companies were taken over by East Indians. Now days you are hard pressed to get a taxi anywhere in Canada and get a driver who hails from India. I used to like Tim Horton's until I needed an interpreter to make my order, one doesn't speak English so, she had to get another worker to take my order. You go into any 7/11 or any gas station, or convenience store. All are staffed by people from India. But, it isn't just Indians. There are many other immigrants coming to Canada from China, Japan etc. None of these immigrants do not speak very good English. I have faced prejudice from these people who do not recognize my rights as an indigenous person. Going for an xray, blood test the field is mostly Asian. I have to get cataract surgery and I couldn't understand the Chinese receptionist and had to spell most of what I said to her. That means their business is mostly with Chinese-speaking people. As a First Nations person my status will always be a minority. With every immigrant that comes to Canada my status as an indigenous person diminishes. Taking transit shows me that english or french are ever spoken. Canadians are the new minority.
Identity Attack0.10221587
Insult0.054962315
Profanity0.020646973
Threat0.008401625
Severe Toxicity0.0042533875
Low Tox 0.13214645 Constructive 0.806 Identity_Assertion
Sep 21, 2025 1 likes Why Canadians Are Turning Against …
Sad thing about this video is that it solely puts all the blame on the immigrants and misses the big picture. Who let them in , for what purpose? Why not start with the liberal …
Sad thing about this video is that it solely puts all the blame on the immigrants and misses the big picture. Who let them in , for what purpose? Why not start with the liberal cabal of this nation? Why does Canada have a failed immigration system?
Identity Attack0.10221587
Insult0.035443626
Profanity0.012312118
Threat0.006602164
Severe Toxicity0.002231598
Low Tox 0.13214645 Moderate Con 0.378 Policy_Critique
Aug 26, 2025 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.