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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "There should be a country …" 3,912 comments · Page 111 of 157
Canada let in pubjabis from the smallest of villages in Punjab and now all Indians are depicted like this. It’s so sad that Indians in general are scapegoated when it’s the government, particularly IRCC’s fault …
Canada let in pubjabis from the smallest of villages in Punjab and now all Indians are depicted like this. It’s so sad that Indians in general are scapegoated when it’s the government, particularly IRCC’s fault for not adequately enforcing their guidelines or doing their due diligence with who they let into the country.
Identity Attack0.17070955
Insult0.058475737
Profanity0.015386449
Threat0.0075083673
Severe Toxicity0.003528595
Low Tox 0.16043124 Constructive 0.547
Nov 29, 2025 Inside Canada's Indian Metropolis (Brampton)
India is the best country in the world , says mr Patel sitting in his flat in Berlin
India is the best country in the world , says mr Patel sitting in his flat in Berlin
Identity Attack0.06704199
Insult0.06529768
Profanity0.046922635
Threat0.009903334
Severe Toxicity0.0051116943
Low Tox 0.16043124 Low Con 0.241 Humor_Satire
Mar 3, 2026 Inside Canada's Indian Invasion...
I have worked my entire life and paid taxes and live well under the poverty line with young children and come from multy cultural family but I can't get assistance and most immigrants can. We …
I have worked my entire life and paid taxes and live well under the poverty line with young children and come from multy cultural family but I can't get assistance and most immigrants can. We are so lost as a country. We need to bring back unabashed pride for our country again
Identity Attack0.105256535
Insult0.053791173
Profanity0.020168742
Threat0.0072882893
Severe Toxicity0.0039100647
Low Tox 0.16043124 Constructive 0.704
Aug 27, 2025 Why Canadians Are Turning Against …
This is a bigger plan by " elite left " to destory the structure of the country then ,when it is destroyed they can control the population in one swoop ,wake up canada 🇨🇦, trump …
This is a bigger plan by " elite left " to destory the structure of the country then ,when it is destroyed they can control the population in one swoop ,wake up canada 🇨🇦, trump stopped this for america 🇺🇸 and canada there is no one to stop this happening to canada 😢😢😢😢
Identity Attack0.04512853
Insult0.0573046
Profanity0.014156717
Threat0.015947454
Severe Toxicity0.003967285
Low Tox 0.16043124 Moderate Con 0.305 Unverified_Claim
Sep 21, 2025 10 likes Inside Canada's Indian Metropolis (Brampton)
Indian in charge the country
Indian in charge the country
Identity Attack0.1508922
Insult0.043250903
Profanity0.02932342
Threat0.008815889
Severe Toxicity0.0065231323
Low Tox 0.16043124 Low Con 0.29
Sep 28, 2025 2 likes IRCC Names India in Study …
India is a commonwealth country the same a Canada. They speak English. This has something to do with immigration from India. It’s interesting to see that immigrants from Poland think they are superior immigrants.
India is a commonwealth country the same a Canada. They speak English. This has something to do with immigration from India. It’s interesting to see that immigrants from Poland think they are superior immigrants.
Identity Attack0.17925262
Insult0.04032305
Profanity0.01442999
Threat0.0064985976
Severe Toxicity0.0029754639
Low Tox 0.15987846 Moderate Con 0.37
Oct 8, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
No doubt about it, Canada is for Canadians. If you wanted to, you could deport millions of immigrants, but let's be real about the cost. The Canadian economy, its pensions, its farms, and its health …
No doubt about it, Canada is for Canadians. If you wanted to, you could deport millions of immigrants, but let's be real about the cost. The Canadian economy, its pensions, its farms, and its health sector all rely on immigrants to pay taxes and fill jobs. It's not some big conspiracy about population replacement; it's just about the economy. You can't have one without the other. Canadians aren't the only ones dealing with this. In Asia and Africa, it's a different kind of immigrant, the ones with money who buy up land and property, driving locals out of the market. They're not given an ear either, because money talks. It’s always been about the money and the power, and Canadians should understand that perspective too. The culture or religion of a few bad apples shouldn’t be used to tarnish every immigrant. We do need to do a better job screening people, but it’s not fair to paint everyone with the same brush. In the U.S., Indian immigrants are top earners and incredibly successful, but people still complain that they’re "taking their jobs." So, if an Indian person is a failure, they're a problem. If they're a success, they're still a problem. They can't win. This old colonial mindset is alive and well. It's tough for some people to process that a person of color can outsmart them and rise up by their own bootstrap. But when those same folks go to Asia or Africa, suddenly they feel that old nostalgia and are much more comfortable with the social hierarchy there. It would be ideal if no one had to leave their home country for a better life. When we have more justice in the world for everyone, maybe we won't have to keep having these conversations.
Identity Attack0.11860296
Insult0.056133457
Profanity0.027820412
Threat0.01187109
Severe Toxicity0.004310608
Low Tox 0.15987846 Constructive 0.711 Economic_Argument
Aug 26, 2025 Why Canadians Are Turning Against …
And still Canadian govt and media currying favor with the one country that is the source of this mess by not naming it! Unbelievable!
And still Canadian govt and media currying favor with the one country that is the source of this mess by not naming it! Unbelievable!
Identity Attack0.057037655
Insult0.07967083
Profanity0.015728042
Threat0.007094103
Severe Toxicity0.0029754639
Low Tox 0.15987846 Low Con 0.202 Policy_Critique
Feb 18, 2026 1 likes Canadian immigration officers investigating hundreds …
Can ANYONE and I mean ANYONE (preferably muslim) please tell me why ZERO of the rich wealthy countries arouns Syria didn't take any people in at all.The news and media don't even want to talk …
Can ANYONE and I mean ANYONE (preferably muslim) please tell me why ZERO of the rich wealthy countries arouns Syria didn't take any people in at all.The news and media don't even want to talk about it. I think its an honest question to ask and the media doesn't like it at all.It is good to help people and us Canadians love to talk about it but can't or don't want to admit that we can't even take care of our own backyards yet alone other people.
Identity Attack0.15731181
Insult0.032689095
Profanity0.015932998
Threat0.0071588317
Severe Toxicity0.0036239624
Low Tox 0.15987846 Constructive 0.696
Nov 30, 2018 1 likes How much do refugees and …
The video shows facts, and it is sad to see people turning Canada into the country they came from (not just India). But funny how the older immigrants totally calling out the more educated and …
The video shows facts, and it is sad to see people turning Canada into the country they came from (not just India). But funny how the older immigrants totally calling out the more educated and recent immigrants for being free loaders, while not realizing the young are paying for your benefits. You worked a minimum wages job and bought landed properties with lunch money, while being the core reason for the housing crises because you "don't want condos or apartments to be build in our single household areas". Hypocrites!!
Identity Attack0.10221587
Insult0.07365121
Profanity0.020646973
Threat0.0072235605
Severe Toxicity0.0044059753
Low Tox 0.15987846 Constructive 0.643 Personal_Narrative
Jan 20, 2026 2 likes Inside Canada's Indian Metropolis (Brampton)
You know, Brampton even before trudeau was becoming basically little India, and most Canadians just said whatever let them have it, we kinda accepted it. But after trudeau with mass immigration and them taking over …
You know, Brampton even before trudeau was becoming basically little India, and most Canadians just said whatever let them have it, we kinda accepted it. But after trudeau with mass immigration and them taking over other cities its when it became a little too much and started to take over canadian culture. I had a friend visit from the u.s for the very first time, and we did some sight seeing, you know going to places around ontario that tourists would check out, went to niagra falls for the first time in maybe 10 years man it changed. It was 90% Indian people. She noticed it right away but didnt say anything, i said a lot of indians huh? and she said yeah didnt think canada was like this. When you think Canada its always been mulicultural, you just think of all ethnicities and people of different cultures but at the end of the day everyone was Canadian and they assimilated. Now you dont think of a multicultural country you think of an indian country thats changing the canadian culture and way of life and not in a good way. Identity is being taken away and it needs to stop. Canada needs to take notes from Poland before its too late. Poland closed their doors and guess what? economy went up, crime rate went down, people are happier. Canada opened the doors, crime rate shot up, economy crashing, more homelessness then ever and so on. Not saying its specifically Indian people, its the amount coming in and how they adopt canadian culture but instead bring their culture and trye changing the country to fit them rather then fitting in with an already established country and culture.
Identity Attack0.06567776
Insult0.07935401
Profanity0.026590679
Threat0.007353018
Severe Toxicity0.004005432
Low Tox 0.15987846 Constructive 0.758
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Deporting may not work, what if they just do the same thing again from their country? Need more firm punishments
Deporting may not work, what if they just do the same thing again from their country? Need more firm punishments
Identity Attack0.09162762
Insult0.025155678
Profanity0.018597418
Threat0.061089642
Severe Toxicity0.005378723
Low Tox 0.15987846 Low Con 0.293 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
I voted blue because I didn't want this in my country! The government is to blame.
I voted blue because I didn't want this in my country! The government is to blame.
Identity Attack0.050671257
Insult0.045007613
Profanity0.019075647
Threat0.0091524795
Severe Toxicity0.0031852722
Low Tox 0.15987846 Moderate Con 0.45
Aug 25, 2025 Why Canadians Are Turning Against …
Greatest Country On Earth🤣Are You Comedy Me😂
Greatest Country On Earth🤣Are You Comedy Me😂
Identity Attack0.035847444
Insult0.06267534
Profanity0.07191269
Threat0.008945347
Severe Toxicity0.0062179565
Low Tox 0.15987846 Low Con 0.214 Humor_Satire
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
These other countries are literally sending out families to other countries to try to make us all be 3 rd world countries
These other countries are literally sending out families to other countries to try to make us all be 3 rd world countries
Identity Attack0.10221587
Insult0.033680726
Profanity0.029888187
Threat0.009023022
Severe Toxicity0.004825592
Low Tox 0.15932569 Low Con 0.144 Fear_Threat
Feb 27, 2026 Inside Canada's Indian Invasion...
Yea, but the immigrant ( all races) kids get far better grades in school, and that generation pays 30% tax every year of their 100k salary... They're the ones that gonna take this country into …
Yea, but the immigrant ( all races) kids get far better grades in school, and that generation pays 30% tax every year of their 100k salary... They're the ones that gonna take this country into next century of technologically advanced world. Issue with economy starts with the family. If you have single parent family and social issues.. kids aren't gonna make it in this highly competitive world. Please go to Google, facebook, Microsoft. .. you'll see immigrants left right and centre. Lets face the facts, immigrant mentality is what builds a proper county. First generation immigrants are lost and weird and seems odd, second generation is the cream of the crop . Third slows down then 4th is basically are the ones complaining about the first generation. Solution is to use these people and figure out how they will help this county in the next 30 years, not tomorrow. Look at how Irish, Ukrainian, Chinese, Italian etc.. came as first gen immigrants (to this native land). Cold.. lost.. try to use their wits to survive in a colonial economy. That second generation built what we have now. Immigration is a god damn economical strategy man... Issue with homelessness, has nothing to do with immigration. Homelessness is related to addiction and mental health. Most immigrants don't suffer from homelessness because they have relatives that look after each other. 3rd generation+ Canadians (all races) lack that.. if you're 18 you are own your own, thats where that issue is with homelessness.
Identity Attack0.11860296
Insult0.047935467
Profanity0.018597418
Threat0.007870848
Severe Toxicity0.0041007996
Low Tox 0.15932569 Constructive 0.681
Mar 16, 2019 How much do refugees and …
The States won't allow people to immigrate so think about it!!!!😮 our country CANADA takes all the influx! Omg!😮
The States won't allow people to immigrate so think about it!!!!😮 our country CANADA takes all the influx! Omg!😮
Identity Attack0.10221587
Insult0.03588435
Profanity0.013610168
Threat0.007068211
Severe Toxicity0.0037002563
Low Tox 0.1587729 Moderate Con 0.303 Comparative_Framing
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
I'm no expert, but it's obvious that mass immigration is detrimental to any country. Years ago, Canada seemed like a dream country, but in the last few years, it looks like the homelessness, crime etc. …
I'm no expert, but it's obvious that mass immigration is detrimental to any country. Years ago, Canada seemed like a dream country, but in the last few years, it looks like the homelessness, crime etc. has increased and the housing prices are insane. I have a Sikh friend who lived there for about 5 years but moved back to India due to the high cost of living and quality of life there going downhill. He has a much better, low stress life back home. I think there should be stricter measures to immigration. For example: Let doctors, nurses, engineers, lawyers in more easily, but those that are coming as students and going to work as cashiers, should be limited.
Identity Attack0.10221587
Insult0.06921569
Profanity0.028913507
Threat0.007974415
Severe Toxicity0.0043296814
Low Tox 0.1587729 Constructive 0.826 Policy_Critique
Oct 17, 2025 Inside Canada's Indian Metropolis (Brampton)
The driving his coming to England aswell with the influx… it’s not a joke their country has no road rules and they don’t want to learn when they come to other countries. People are getting …
The driving his coming to England aswell with the influx… it’s not a joke their country has no road rules and they don’t want to learn when they come to other countries. People are getting Indian fatigue - the sandals in a cold weather
Identity Attack0.116281845
Insult0.060927123
Profanity0.026590679
Threat0.007909686
Severe Toxicity0.004196167
Low Tox 0.1587729 Moderate Con 0.453 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
They switched Canada to third world country thanks to liberals government.
They switched Canada to third world country thanks to liberals government.
Identity Attack0.10221587
Insult0.06564732
Profanity0.013712646
Threat0.0063367756
Severe Toxicity0.0030517578
Low Tox 0.1587729 Low Con 0.121
Jan 27, 2026 Inside Canada's Indian Invasion...
The number one fallen country in the world is called Canada
The number one fallen country in the world is called Canada
Identity Attack0.120924085
Insult0.047349896
Profanity0.01846078
Threat0.007741391
Severe Toxicity0.005302429
Low Tox 0.1587729 Low Con 0.221
Sep 29, 2025 IRCC Names India in Study …
U can travel to any country u want but dont make it ur country,if so then why u ran from ur country, ppl should not make their own culture in different countries cultures ! That …
U can travel to any country u want but dont make it ur country,if so then why u ran from ur country, ppl should not make their own culture in different countries cultures ! That makes me angry just,
Identity Attack0.10221587
Insult0.03522326
Profanity0.022969801
Threat0.007754337
Severe Toxicity0.003490448
Low Tox 0.15822013 Constructive 0.511 Identity_Assertion
Feb 10, 2026 Inside Canada's Indian Invasion...
For nearly 20 years, Conservatives have been warning Canadians about the challenges we are now facing but every time, they were dismissed and branded as “racist” for simply pointing out the obvious. Meanwhile, grassroots Canadians …
For nearly 20 years, Conservatives have been warning Canadians about the challenges we are now facing but every time, they were dismissed and branded as “racist” for simply pointing out the obvious. Meanwhile, grassroots Canadians along with immigrants who came here in the ’70s, ’80s, and ’90s had one goal in mind to work hard, build a better life, and help "make Canada a stronger and more prosperous country". Their efforts over the last 60 years are clear in the Canada we inherited. In contrast, the Liberal and NDP approach has been to ignore these warnings and push policies that are eroding the very foundations of what made this country thrive. Instead of focusing on integration, responsibility, and opportunity, they are enabling divisions and importing problems rather than solutions. So, to the commenters who keep voting Liberal and NDP: thank you because you are ensuring this decline will continue.
Identity Attack0.10221587
Insult0.076502606
Profanity0.015864678
Threat0.0074824756
Severe Toxicity0.0034713745
Low Tox 0.15822013 Constructive 0.721
Sep 19, 2025 14 likes Inside Canada's Indian Metropolis (Brampton)
Thanks Trudeau. He flooded the country for liberal votes
Thanks Trudeau. He flooded the country for liberal votes
Identity Attack0.014350293
Insult0.077136256
Profanity0.018734055
Threat0.009955117
Severe Toxicity0.0033569336
Low Tox 0.15766735 Low Con 0.291
Dec 25, 2025 3 likes Deportations From Canada at Their …
Imagine turning your own country down just to migrate somewhere else und forcing innocent people to accept and tolerate from what they obviously fled 😂
Imagine turning your own country down just to migrate somewhere else und forcing innocent people to accept and tolerate from what they obviously fled 😂
Identity Attack0.10221587
Insult0.031697463
Profanity0.020032106
Threat0.007948523
Severe Toxicity0.0037384033
Low Tox 0.15766735 Moderate Con 0.301 Identity_Assertion
Jan 27, 2026 2 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.