Skip to content
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

click to expand

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.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "Its not the people who …" 4,268 comments · Page 114 of 171
This is a very biased interview. Of course the refugee lawyer is going to cry about Canada deporting fake refugees because its bad for her business.😅 There are over 250,000 people awaiting refugee claims because …
This is a very biased interview. Of course the refugee lawyer is going to cry about Canada deporting fake refugees because its bad for her business.😅 There are over 250,000 people awaiting refugee claims because a lot of people, like former international students and foreign workers, think they scam the system to get PR.
Identity Attack0.10221587
Insult0.082866095
Profanity0.025497584
Threat0.00780612
Severe Toxicity0.0029945374
Low Tox 0.19409354 Constructive 0.532 Policy_Critique
Dec 27, 2025 1 likes Deportations From Canada at Their …
I don't hate any race, but this is Canada. I'd love for all of us to put our differences aside and come together and gather the world elites that are destroying humanity by religion and …
I don't hate any race, but this is Canada. I'd love for all of us to put our differences aside and come together and gather the world elites that are destroying humanity by religion and beliefs. I know there's people in every religion that want peace but removing our governments and their masters from Humanity is the only way for peace and freedom ❤
Identity Attack0.16801116
Insult0.05964688
Profanity0.020100424
Threat0.033386398
Severe Toxicity0.0065231323
Low Tox 0.19409354 Constructive 0.609
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
"I will lose the money I was making helping people scam the system."
"I will lose the money I was making helping people scam the system."
Identity Attack0.0064006294
Insult0.07301756
Profanity0.04892669
Threat0.011767523
Severe Toxicity0.0029945374
Low Tox 0.19314334 Moderate Con 0.354
Nov 23, 2025 2 likes Quebec Ends Economic Immigration Program …
All these advocates of immigrants do not like immigrants in their country...Just ask those talking about love and exclusivity how they treat people of other castes and landless people in their country. This love inclusivity …
All these advocates of immigrants do not like immigrants in their country...Just ask those talking about love and exclusivity how they treat people of other castes and landless people in their country. This love inclusivity is all a facade. Want to watch reality see Dhadak 2 from bollywood or Shyam Benegal's movie.
Identity Attack0.17070955
Insult0.070799805
Profanity0.019280603
Threat0.00756015
Severe Toxicity0.004673004
Low Tox 0.19314334 Constructive 0.536
Oct 14, 2025 Inside Canada's Indian Metropolis (Brampton)
Here in Edmonton Canada the worst drivers are on the Indian part of the city and it’s not even close. I have to drive through that area everyday to get to work and at least …
Here in Edmonton Canada the worst drivers are on the Indian part of the city and it’s not even close. I have to drive through that area everyday to get to work and at least 4 times a week I nearly get into car accidents on the highway because people don’t know how to drive. I have to assume people just will switch lanes randomly or merge in really really fast or go extremely slow on the highways. I have seen people reverse backwards on the on ramp because they took the wrong turn
Identity Attack0.14019285
Insult0.08030447
Profanity0.020100424
Threat0.008103873
Severe Toxicity0.0046539307
Low Tox 0.19314334 Constructive 0.564 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
being an Immigrant, I should agree Canada has lost it's culture.... :( , sad that people are not getting the jobs, local students are suffering
being an Immigrant, I should agree Canada has lost it's culture.... :( , sad that people are not getting the jobs, local students are suffering
Identity Attack0.17070955
Insult0.061801232
Profanity0.014293353
Threat0.007521313
Severe Toxicity0.0040626526
Low Tox 0.19314334 Constructive 0.651
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
I don't even recognize Brampton anymore, used to be more multiculture now it's just dominated by one type of culture. Honestly, not just Brampton, if you go to Markham, you will find that more asian …
I don't even recognize Brampton anymore, used to be more multiculture now it's just dominated by one type of culture. Honestly, not just Brampton, if you go to Markham, you will find that more asian culture is dominating, if you go to North York, you will find more Jewish culture dominating. So there are plus and minus to this. but sad part is people are forgetting Canadian culture in this whole mess. As a immigrat who came to Canada many years ago, i find the last few rounds (2021 - 2025) that came from India are just wild people, no manners, only speak in their own language, and act superior. Sadly not everyone is like that but there are many.
Identity Attack0.20878418
Insult0.06599696
Profanity0.029050145
Threat0.007935578
Severe Toxicity0.0049972534
Low Tox 0.19314334 Constructive 0.72 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
*Curiously, asian and hindi people come to the U.S. with permits to work or residency.. and we don't know about an arrest of any of them by ICE.*
*Curiously, asian and hindi people come to the U.S. with permits to work or residency.. and we don't know about an arrest of any of them by ICE.*
Identity Attack0.26325142
Insult0.03511308
Profanity0.02836696
Threat0.011974656
Severe Toxicity0.0061798096
Low Tox 0.19314334 Moderate Con 0.426 Comparative_Framing
Feb 25, 2026 Inside Canada's Indian Invasion...
It would be really nice to see them round up in Surrey BC and Brampton Ontario these communities that are infested with drug dealing and extortion of their middle class families back home. But really …
It would be really nice to see them round up in Surrey BC and Brampton Ontario these communities that are infested with drug dealing and extortion of their middle class families back home. But really FOR fast track Healthcare professionals/doctors into this country. Canada as a country also has to start having more children I do not know how they solve the problem but our population is aging and if we don't want to end up like Japan we have to do something about it. I see a lot of hate here in the comments (The racist and rednecks have permission to be openly racist)but this is a complex issue and don't forget Albert Einstein and Elon Musk were immigrants there is a lot of very talented people that we have to make sure we keep. How many jobs has Elon Musk created? he is not perfect I'm sure in the millions!!!! How much tax has he generated for the country?
Identity Attack0.07425626
Insult0.09416737
Profanity0.024472807
Threat0.011275585
Severe Toxicity0.005264282
Low Tox 0.19314334 Constructive 0.764
Dec 28, 2025 Deportations From Canada at Their …
If you want to ask a native Canadian that would be a First Nations or indigenous tribal reservation member. White people are also immigrants in Canada and America.
If you want to ask a native Canadian that would be a First Nations or indigenous tribal reservation member. White people are also immigrants in Canada and America.
Identity Attack0.24150419
Insult0.04149419
Profanity0.016479544
Threat0.0063238298
Severe Toxicity0.0036239624
Low Tox 0.19314334 Constructive 0.514
Jan 27, 2026 6 likes Inside Canada's Indian Invasion...
Okay then just don't go to Brampton. There are multiple parts of GTA where the population is more ethnically concentrated. Scarborough has more Srilankans etc. There are areas with more Chinese community. And honestly these …
Okay then just don't go to Brampton. There are multiple parts of GTA where the population is more ethnically concentrated. Scarborough has more Srilankans etc. There are areas with more Chinese community. And honestly these are the fastest growing and areas with best services because people there want to work hard, sell cheap, benefit and become rich. They do not want to raid countries and steal and then be so lost in everything they have without doing much and then losing it all because you had nothing left to do other than Drugs.
Identity Attack0.099072486
Insult0.0820023
Profanity0.041160982
Threat0.009981008
Severe Toxicity0.005302429
Low Tox 0.19314334 Constructive 0.631 Comparative_Framing
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
1 in 5 people in Ontario is an indian now...
1 in 5 people in Ontario is an indian now...
Identity Attack0.23467018
Insult0.046764325
Profanity0.020510335
Threat0.006763986
Severe Toxicity0.004634857
Low Tox 0.19314334 Low Con 0.288 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
The contrast between immigrants, many from India, and the rhetoric of those who now feel like a new minority was striking. It should not surprise me that racism appears anywhere humans are, but what stood …
The contrast between immigrants, many from India, and the rhetoric of those who now feel like a new minority was striking. It should not surprise me that racism appears anywhere humans are, but what stood out was how some speakers treated all Indians as a single people, despite hundreds of cultures, and accused them of failing to assimilate to ‘their way.’ Many of those voices were themselves descendants of immigrants who were once pressured to abandon Norwegian or other identities in the name of assimilation. Yet there was little evidence they had actually spent time getting to know their Indian neighbors, their cultures, friendships, or daily realities. Instead, the focus was fear and a narrative of societal collapse, rather than honest engagement that separates real local issues from blanket blame. Of course, any local community can have problems, and some groups can be unwelcoming. But the argument presented implied there is only one way to be Canadian. That echoes xenophobic rhetoric in the US about who counts as ‘American,’ often while ignoring the reality of Indigenous peoples entirely. I do not deny the importance of shared commitments like the rule of law, freedom, and evidence based policy rooted in the Enlightenment and scientific thinking. But culture and learning can coexist with those values. What troubled me most was how poverty and discrimination were replaced with racial generalizations, and how victim language was used to deflect responsibility, something that resembles DARVO. Given the same conditions, these problems could arise in any group, regardless of race.
Identity Attack0.22063516
Insult0.06826523
Profanity0.022969801
Threat0.00899713
Severe Toxicity0.004711151
Low Tox 0.19219314 Constructive 0.817 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Metropolis (Brampton)
How are canadian businesses forced to hire "minorities" but these indian companies get away with employing 50 people, with every single one being indian, and only 5 speaking english?
How are canadian businesses forced to hire "minorities" but these indian companies get away with employing 50 people, with every single one being indian, and only 5 speaking english?
Identity Attack0.24801466
Insult0.046764325
Profanity0.015283971
Threat0.0071199946
Severe Toxicity0.004005432
Low Tox 0.19219314 Moderate Con 0.322 Policy_Critique
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
And that Chipmunk from Ottawa wants to confiscate our guns while his people be messing around town. I don’t think so
And that Chipmunk from Ottawa wants to confiscate our guns while his people be messing around town. I don’t think so
Identity Attack0.013345404
Insult0.12702756
Profanity0.022559889
Threat0.010705971
Severe Toxicity0.004348755
Low Tox 0.19219314 Low Con 0.222 Policy_Critique
Feb 21, 2026 Canadian immigration officers investigating hundreds …
I am indian but why are people allowed to work on study visa. India does not allow that. You are here to study so do that. Moreover which study gives you time to work. They …
I am indian but why are people allowed to work on study visa. India does not allow that. You are here to study so do that. Moreover which study gives you time to work. They made the whole system look like circus.
Identity Attack0.14233272
Insult0.06858205
Profanity0.04667213
Threat0.0077284453
Severe Toxicity0.003967285
Low Tox 0.19219314 Constructive 0.552 Policy_Critique
Oct 1, 2025 1 likes IRCC Names India in Study …
😂 even the answer seeker don't get an answer for the Indian people in there .
😂 even the answer seeker don't get an answer for the Indian people in there .
Identity Attack0.21075934
Insult0.04442204
Profanity0.030890211
Threat0.008026198
Severe Toxicity0.0051879883
Low Tox 0.19124292 Low Con 0.188
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
It makes you understand why so many Americans voted for Trump and support ICE. The extreme left media like CBC and CNN try to make it out like a bad thing, but Canada needs ICE …
It makes you understand why so many Americans voted for Trump and support ICE. The extreme left media like CBC and CNN try to make it out like a bad thing, but Canada needs ICE as well. We need these people out of our country…NOW!!!❤🇨🇦
Identity Attack0.05976611
Insult0.0816321
Profanity0.014703264
Threat0.012440704
Severe Toxicity0.004119873
Low Tox 0.19124292 Constructive 0.557
Sep 30, 2025 5 likes IRCC Names India in Study …
I went to college with a roommate from Delhi. I visited in his home country and family and actually really enjoyed it. Yes, there is less cleanliness culture. Yes, there is less personal space. He …
I went to college with a roommate from Delhi. I visited in his home country and family and actually really enjoyed it. Yes, there is less cleanliness culture. Yes, there is less personal space. He actually ended up moving to Toronto last year. However with all the negatives you see on YouTube, it's always good to note that Indians are always friendly and helpful people. I'd rather have them than most other immigrant cultures
Identity Attack0.2463217
Insult0.0573046
Profanity0.020646973
Threat0.0063367756
Severe Toxicity0.004863739
Low Tox 0.19124292 Constructive 0.833 Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
there's nothing racist about not wanting bad people coming into your country, its not about race it's about culture. please adopt Canadian values if you are going to stay here long term.
there's nothing racist about not wanting bad people coming into your country, its not about race it's about culture. please adopt Canadian values if you are going to stay here long term.
Identity Attack0.16373143
Insult0.06512285
Profanity0.015625564
Threat0.008155655
Severe Toxicity0.0042915344
Low Tox 0.19124292 Constructive 0.52 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
People from different ethnicities are getting hard time from one community make them uncomfortable hence moving out. City should be distributed equally from different ethnicities instead. Indian community dominance is bizzare
People from different ethnicities are getting hard time from one community make them uncomfortable hence moving out. City should be distributed equally from different ethnicities instead. Indian community dominance is bizzare
Identity Attack0.22859548
Insult0.053791173
Profanity0.023994578
Threat0.009230154
Severe Toxicity0.0051116943
Low Tox 0.19029272 Constructive 0.518 Identity_Assertion
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
It's almost like every rich Western country is sponsoring their own specific 3rd world race/ethnicity. The USA it is latinos. Europe it is Muslims. Canada it is Indians. It also seems like this entire thing …
It's almost like every rich Western country is sponsoring their own specific 3rd world race/ethnicity. The USA it is latinos. Europe it is Muslims. Canada it is Indians. It also seems like this entire thing has been orchestrated by world governments as a collective, against the people's wishes.
Identity Attack0.23467018
Insult0.039151907
Profanity0.017982552
Threat0.007262398
Severe Toxicity0.0044441223
Low Tox 0.19029272 Moderate Con 0.331
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
What do you suspect mass immigration equals mass crime my thanks to the liberal government never will I vote for the liberals again. They are ruining Canada . Prices have risen with no end in …
What do you suspect mass immigration equals mass crime my thanks to the liberal government never will I vote for the liberals again. They are ruining Canada . Prices have risen with no end in sight and yet immigration gets housing and money from the government, while seniors get a small pension young people with children are struggling. The government has lost its priorities giving our tax dollars away. Mark Carney is not a politician. He’s a banker. The liberals have to go.
Identity Attack0.084182754
Insult0.08212569
Profanity0.012687869
Threat0.00899713
Severe Toxicity0.00333786
Low Tox 0.19029272 Constructive 0.601 Policy_Critique
Feb 19, 2026 1 likes Canadian immigration officers investigating hundreds …
There is a cheating from the Quebec government. Stop pushing people out of the door overnight
There is a cheating from the Quebec government. Stop pushing people out of the door overnight
Identity Attack0.024600167
Insult0.110259406
Profanity0.017162729
Threat0.0076507707
Severe Toxicity0.0028800964
Low Tox 0.19029272 Low Con 0.277
Nov 21, 2025 Quebec Ends Economic Immigration Program …
It's true that they are generally good people that don't eat poo. Still not their home.
It's true that they are generally good people that don't eat poo. Still not their home.
Identity Attack0.005364689
Insult0.070799805
Profanity0.114160895
Threat0.0063950317
Severe Toxicity0.0037002563
Low Tox 0.19029272 Moderate Con 0.481 Identity_Assertion
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.