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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: "In India, there is no …" 2,270 comments · Page 54 of 91
Please don't say indian I feel ashamed, the so called invaders are from punjab which is the north part of india who speaks Hindi. We are from south most tip of india :kerala we don't …
Please don't say indian I feel ashamed, the so called invaders are from punjab which is the north part of india who speaks Hindi. We are from south most tip of india :kerala we don't invade any country we blend with other country's culture. And we speak "malayalam" as our language. India does consist of 28 completely different states and 22 plus different languages. Everyone is different in their culture and language spoken and the food itself. And I am also sad I came to canada from kerala to get a foreign exposure but sadly I saw more punjabis, gujaratis and many hindi language speaking north indians more than canadians😢. We keralites get the racism not from canadians but from these so called Punjabis and gujaratis the hindi speaking people. Its awful
Identity Attack0.27701542
Insult0.15343215
Profanity0.054437835
Threat0.008945347
Severe Toxicity0.009117126
Low Tox 0.26104406 Constructive 0.794 Personal_Narrative
Feb 24, 2026 Inside Canada's Indian Invasion...
Births in canada to chinese born mothers in 2020: 3%, to indian born mothers, also 3% In 2024, to chinese born mothers, 2%, to indian born, 10.5%. Same in the UK...why is India being allowed …
Births in canada to chinese born mothers in 2020: 3%, to indian born mothers, also 3% In 2024, to chinese born mothers, 2%, to indian born, 10.5%. Same in the UK...why is India being allowed to export their overpopulation problem 40 years ago both the chinese & indians sired 25 million babies. Last year, in China, under 8 million, in India, still 25 million. if the chinese can control their breeding, why cant indians. What an earth are we supposed to do with another quarter billion indians every 10 years?!
Identity Attack0.2816105
Insult0.09416737
Profanity0.07047026
Threat0.010809537
Severe Toxicity0.01121521
Low Tox 0.26104406 Moderate Con 0.444 Fear_Threat
Feb 24, 2026 1 likes Inside Canada's Indian Invasion...
You only see few area's in India, definitely you don't see whole India, India is huge and beautiful. and Canada is the land of invandours, real Canadians are red Indians Tribes.
You only see few area's in India, definitely you don't see whole India, India is huge and beautiful. and Canada is the land of invandours, real Canadians are red Indians Tribes.
Identity Attack0.2949366
Insult0.097093195
Profanity0.022628209
Threat0.007262398
Severe Toxicity0.008010864
Low Tox 0.26104406 Constructive 0.542 Comparative_Framing
Feb 9, 2026 1 likes Inside Canada's Indian Invasion...
Your political parties support Khalistani terrorists for votes, Khalistanis bombed a Air India flight with 90% Canadian citizens (Trudeau's father was PM then), still your state supported Khalistanis. Now Khalistanis has sizable votes in elections …
Your political parties support Khalistani terrorists for votes, Khalistanis bombed a Air India flight with 90% Canadian citizens (Trudeau's father was PM then), still your state supported Khalistanis. Now Khalistanis has sizable votes in elections and your political parties have fallen to "Vote bank politics" as in case of UK. Democracy's flaw catching up in Canada. I am sure these things will not be fixed
Identity Attack0.27510223
Insult0.1469393
Profanity0.020646973
Threat0.021472665
Severe Toxicity0.00831604
Low Tox 0.26104406 Constructive 0.612 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Is this turban people from pakistan? pakistan has this people and also named as punjab, In order to promote terrorism in India and to intrude India's internal affairs , Canadian government let the Sikh immigrants …
Is this turban people from pakistan? pakistan has this people and also named as punjab, In order to promote terrorism in India and to intrude India's internal affairs , Canadian government let the Sikh immigrants to enter illegally in favour. Similarly british government let Pakistanis illegally inside to trouble for kashmir issue. People has to question their poltiicans and remove if they entered illegally ...
Identity Attack0.3043136
Insult0.089778624
Profanity0.02167175
Threat0.05203775
Severe Toxicity0.01083374
Low Tox 0.25915736 Moderate Con 0.481
Oct 28, 2025 Inside Canada's Indian Metropolis (Brampton)
i agree on this canada shouldn't have any temples and india shouldn't have any churches both should remove these places
i agree on this canada shouldn't have any temples and india shouldn't have any churches both should remove these places
Identity Attack0.29035977
Insult0.046764325
Profanity0.02344803
Threat0.09623027
Severe Toxicity0.0127685545
Low Tox 0.25915736 Moderate Con 0.37 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Trudeau and the Liberals ruined Canada with so much immigration from India.....One Country!!!!! And yet, they still voted Liberal 4 times. You have to wonder what is wrong with a population that voted themselves out …
Trudeau and the Liberals ruined Canada with so much immigration from India.....One Country!!!!! And yet, they still voted Liberal 4 times. You have to wonder what is wrong with a population that voted themselves out of their own country.
Identity Attack0.2700233
Insult0.10587067
Profanity0.01354185
Threat0.008634649
Severe Toxicity0.0059890747
Low Tox 0.25915736 Moderate Con 0.313 Policy_Critique
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
Canadian government should do something. Votebank politics ruined nations. Just like how india hated bangladesh and pakistan immigrants. So do canadians and other nations people's too. Its common sense. Why would someone want others to …
Canadian government should do something. Votebank politics ruined nations. Just like how india hated bangladesh and pakistan immigrants. So do canadians and other nations people's too. Its common sense. Why would someone want others to move up and settle in their own region. Who made canada a Canada, of course its the Europeans. African muslims immigrants and Indians are same. Difference is one is doing it aggressively and another one doing it silently. Also don't forget the civic sense, indiscipline and behaviours of Indians. Canadian government should do something. Votebank politics ruined nations.
Identity Attack0.2869935
Insult0.12702756
Profanity0.020988565
Threat0.009981008
Severe Toxicity0.0075912476
Low Tox 0.25915736 Constructive 0.583 Policy_Critique
Oct 9, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Not Indian metropolis! this is khalistani metropolis, the same people Canada has been harboring for use against India to destabilize it !
Not Indian metropolis! this is khalistani metropolis, the same people Canada has been harboring for use against India to destabilize it !
Identity Attack0.2869935
Insult0.08459369
Profanity0.020168742
Threat0.010602405
Severe Toxicity0.0074005127
Low Tox 0.25727063 Low Con 0.135 Unverified_Claim
Nov 24, 2025 Inside Canada's Indian Metropolis (Brampton)
Just asking how the indigenous people felt as a minority because of influx in f Europeans. And how does the Pakistan people assimilate by wearing hijab and demanding halal at every food joint. I don’t …
Just asking how the indigenous people felt as a minority because of influx in f Europeans. And how does the Pakistan people assimilate by wearing hijab and demanding halal at every food joint. I don’t support illegal immigration of India or Africans. I don’t want to pay for people’s hotel room who came here on fake refugee status. But we shouldn’t only target only one community. Please check which community has more kids for ccb and comes as asylum to every western country. And the Indian students who came probably didn’t get a chance in Indian colleges.
Identity Attack0.316
Insult0.082619295
Profanity0.036401358
Threat0.00967031
Severe Toxicity0.011138916
Low Tox 0.25727063 Constructive 0.718
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Sikhs are good people and fierce warriors. I have much respect for Sikhs. They are persecuted in India. The Indian govt even assasinated some like a CIA operation in Canada.
Sikhs are good people and fierce warriors. I have much respect for Sikhs. They are persecuted in India. The Indian govt even assasinated some like a CIA operation in Canada.
Identity Attack0.2869935
Insult0.082372494
Profanity0.03239325
Threat0.13262562
Severe Toxicity0.011749268
Low Tox 0.25727063 Constructive 0.681 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
They aren’t used to toilets. Assimilation isn’t encouraged. It will end up being a very dirty city. Go watch travel vloggers visiting India! Tyler here has great travel videos!
They aren’t used to toilets. Assimilation isn’t encouraged. It will end up being a very dirty city. Go watch travel vloggers visiting India! Tyler here has great travel videos!
Identity Attack0.15303208
Insult0.1378885
Profanity0.08322773
Threat0.008323951
Severe Toxicity0.008850098
Low Tox 0.25727063 Moderate Con 0.445
Jan 27, 2026 Inside Canada's Indian Invasion...
Even the Indians resent Indian migration because they left India to get away from Indians. Mass immigration doesn't work for anybody. Eventually it even destroys the businesses so desperate for cheap labor because their revenue …
Even the Indians resent Indian migration because they left India to get away from Indians. Mass immigration doesn't work for anybody. Eventually it even destroys the businesses so desperate for cheap labor because their revenue stream inevitably collapses. Rising waters raises ships, rising sewage just poisons the sea.
Identity Attack0.2816105
Insult0.08558089
Profanity0.024404489
Threat0.010214032
Severe Toxicity0.007286072
Low Tox 0.25727063 Constructive 0.542 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Don’t turn into India Canada
Don’t turn into India Canada
Identity Attack0.28622448
Insult0.076819435
Profanity0.027820412
Threat0.00823333
Severe Toxicity0.008125305
Low Tox 0.2553839 Low Con 0.215 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
If I was the government of India I would be embarrassed.. I'm on my best behavior in another country.. it's all about respect
If I was the government of India I would be embarrassed.. I'm on my best behavior in another country.. it's all about respect
Identity Attack0.21470967
Insult0.08484049
Profanity0.10240069
Threat0.016465442
Severe Toxicity0.011291504
Low Tox 0.25462922 Constructive 0.55 Moral_Argument
Oct 4, 2025 IRCC Names India in Study …
WE CANNOT GET A JOB AS CANADIAN STORES BECAUSE OF THOSE EAST INDIA, ITS LIKE POURING EVERYDAY EVERYCORNER , MOST STORES OWNS AS EAST INDIA FRANCHISER, OR HEAD OF GROCERIES, EAST INDIA THEIR PRIORITY
WE CANNOT GET A JOB AS CANADIAN STORES BECAUSE OF THOSE EAST INDIA, ITS LIKE POURING EVERYDAY EVERYCORNER , MOST STORES OWNS AS EAST INDIA FRANCHISER, OR HEAD OF GROCERIES, EAST INDIA THEIR PRIORITY
Identity Attack0.2839175
Insult0.081508696
Profanity0.018665737
Threat0.0086087575
Severe Toxicity0.011444092
Low Tox 0.25462922 Low Con 0.241
Oct 17, 2025 IRCC Names India in Study …
First learn the difference between Indian and khalstanis. Most of these people are khalistan supporters about which India warned Canada since decades. Indian people do not get involved in criminal activities. They worked hard, pay …
First learn the difference between Indian and khalstanis. Most of these people are khalistan supporters about which India warned Canada since decades. Indian people do not get involved in criminal activities. They worked hard, pay their college fees, pay their taxes & contribute in economy unlike khalstanis.
Identity Attack0.2831485
Insult0.10587067
Profanity0.016001316
Threat0.0071847234
Severe Toxicity0.005645752
Low Tox 0.25462922 Moderate Con 0.483 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Any commenters actually been to India? They are completely self-interested people in India. Evidently part of their culture. No sense of empathy. No sense of real generosity. Comments about the driving in Ontario are consistent …
Any commenters actually been to India? They are completely self-interested people in India. Evidently part of their culture. No sense of empathy. No sense of real generosity. Comments about the driving in Ontario are consistent with this behavior. In India, on the roads and in social contact they are inclined to push, shove, cut in, avoid eye-contact unless they perceive insult or injury to themselves. This is perhaps a function of population density, wherein everyone has to claim space and resources. There is also an element of religion, the cultural lack of Christianity which claims eternal consequences for bad behavior.
Identity Attack0.27682206
Insult0.13969865
Profanity0.027410502
Threat0.029415153
Severe Toxicity0.009918213
Low Tox 0.25462922 Constructive 0.676 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
I went to Highschool at J. A. Turner SS in Brampton, during the early 80's and there were a couple black kids and everyone else was white. Then I moved to Montreal, to start my …
I went to Highschool at J. A. Turner SS in Brampton, during the early 80's and there were a couple black kids and everyone else was white. Then I moved to Montreal, to start my career as a fashion designer... it was surprising to come back to visit family in Toronto and hear how fast Brampton had became a 'brown' town. (Not surprised to hear of India's global domination, as the population of the planet is out of control... consider the population of the planet in 1725 was half a billion, then in 1825 it was 1 billion, then in 1925 it was 2 billion, and in 2025 it is over 8 billion.)
Identity Attack0.3072352
Insult0.0838533
Profanity0.051431753
Threat0.011249693
Severe Toxicity0.009765625
Low Tox 0.25462922 Constructive 0.709
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
They shall be removed from Canada. Diploma mill schools are still widely open and running. Absolutely everyone knows it’s India and china. DO SOMETHING!!!!!!!!!!!’
They shall be removed from Canada. Diploma mill schools are still widely open and running. Absolutely everyone knows it’s India and china. DO SOMETHING!!!!!!!!!!!’
Identity Attack0.23922618
Insult0.06459839
Profanity0.02119352
Threat0.08703069
Severe Toxicity0.011978149
Low Tox 0.25462922 Low Con 0.156
Sep 30, 2025 IRCC Names India in Study …
For all 10 or 20 million people in Canada there are 1500 million in India. Apparently we are doing well. We will better of without this Canadian asylum scam (drugs/ human trafficking business) and student …
For all 10 or 20 million people in Canada there are 1500 million in India. Apparently we are doing well. We will better of without this Canadian asylum scam (drugs/ human trafficking business) and student visa scam. The so called Indian student (black T shirt , beared) in Brampton did not appeared to be well educated. (English) So in effect he was paying ransom of 8K masqueraded as education fees to have right to work in Brampton .
Identity Attack0.27798235
Insult0.15769513
Profanity0.020783609
Threat0.00746953
Severe Toxicity0.00705719
Low Tox 0.25462922 Constructive 0.637
Nov 1, 2025 Inside Canada's Indian Metropolis (Brampton)
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...
Canada PM has deal with India Modi to use and abuse students as needed. Many other countries would get rejected while Indian would get access to Canada while colleges and universities exploit them as needed.
Canada PM has deal with India Modi to use and abuse students as needed. Many other countries would get rejected while Indian would get access to Canada while colleges and universities exploit them as needed.
Identity Attack0.27662867
Insult0.08582769
Profanity0.019075647
Threat0.03649433
Severe Toxicity0.008163452
Low Tox 0.25462922 Moderate Con 0.33
Sep 29, 2025 IRCC Names India in Study …
"In India, life is easier for us. In India, if one person works and earns, the whole family can eat. Here, everyone has to work". Well said, Indian guy. But, if you don't like Canada, …
"In India, life is easier for us. In India, if one person works and earns, the whole family can eat. Here, everyone has to work". Well said, Indian guy. But, if you don't like Canada, because they force you to work, why don't you go back to India?
Identity Attack0.29798782
Insult0.06826523
Profanity0.016479544
Threat0.0078449575
Severe Toxicity0.0065231323
Low Tox 0.25462922 Constructive 0.66
Oct 6, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Thanks for bringing light to this huge problem in canada. No joke indians have quickly become like 30% of the workforce here. They take over businesses and refuse to hire non Punjab people because they …
Thanks for bringing light to this huge problem in canada. No joke indians have quickly become like 30% of the workforce here. They take over businesses and refuse to hire non Punjab people because they won't fit in the workplace culture. They've been taking the excessive handouts from the Canadian government and are slowly buying up tons of real estate. Its everywhere in canada. Brampton is just ground zero. What's it like? We just got a new Walmart down the street. They took a staff picture and it was 80% indian people. Hardly any locals got jobs there instead its mostly "new citizens" who have lived here less than a year or two. Every day there's more of them. And because of our liberal government and tax breaks and all sorts of racist allowances these people have got, they all have money and houses and new cars when they were dirt poor in India like 3 years ago. They get interest free loans from banks, they get daily per diems and housing as soon as they get here. Keep in mind tent cities are growing rapidly in Canada. And our government is spending HUGE amounts of our tax dollars to subsidize this takeover. And try living here and renting. Due to this influx, a bungalow that was 1500 a month 10 years ago, is now 4500 a month and youre renting off an Indian person. Word to the wise tho, dont even bring up the tow truck businesses. They'll shoot you And last but not least our retarded government just passed a birthright citizen law for them. So now if you come here from India even if only for a couple years, ALL subsequent offspring of yours can immediately get citizenship here no question asked. We are so fucked
Identity Attack0.28034934
Insult0.14150882
Profanity0.036651865
Threat0.008466354
Severe Toxicity0.00869751
Low Tox 0.25462922 Constructive 0.732 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...

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.