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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

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

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Active: "From Canada. This is the …" 6,088 comments · Page 131 of 244
I live in Canada, that's so true... It ruined Canada
I live in Canada, that's so true... It ruined Canada
Identity Attack0.11860296
Insult0.06459839
Profanity0.02126184
Threat0.014738814
Severe Toxicity0.0046920776
Low Tox 0.20973456 Constructive 0.541 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
First opting as per DNA report aboriginal people they came from India 7300 years ago and they came much earlier than European. We are the first one who came here and second babe start coming …
First opting as per DNA report aboriginal people they came from India 7300 years ago and they came much earlier than European. We are the first one who came here and second babe start coming to canada 1870. We fight to world war even protect this country as well and protecting you from Nazi more than 350,000 sikh soldier died in fast and second world. but we never complained why the people coming from Ukraine and other European country and some racist they are only less than 0.001% and they’re talking about the Indians are coming to Canada why dehydration start coming to Canada for less electric and less than 300 400 a year but we come to Canada 7300 years ago this is proven DNA and we are willing to sacrifice our life to protect nation. This is our country as well. If you don’t know the history first learn it.
Identity Attack0.13591312
Insult0.110259406
Profanity0.025497584
Threat0.011223801
Severe Toxicity0.0066375732
Low Tox 0.20973456 Constructive 0.616 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
We are DYING. The United States and Canada.
We are DYING. The United States and Canada.
Identity Attack0.09162762
Insult0.0573046
Profanity0.022969801
Threat0.05559385
Severe Toxicity0.0077056885
Low Tox 0.20973456 Low Con 0.266 Fear_Threat
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
At this rate wouldn't canada have more Indians than India, that me as a Indian saying.
At this rate wouldn't canada have more Indians than India, that me as a Indian saying.
Identity Attack0.28034934
Insult0.05203446
Profanity0.021740068
Threat0.0077154995
Severe Toxicity0.005607605
Low Tox 0.20973456 Moderate Con 0.427 Fear_Threat
Feb 21, 2026 Inside Canada's Indian Invasion...
Why blame India for this issue? An entire ecosystem lures students with false promises of a better life in Canada, charging them exorbitant fees, often around $60,000. Upon arrival, these students find themselves stranded, unable …
Why blame India for this issue? An entire ecosystem lures students with false promises of a better life in Canada, charging them exorbitant fees, often around $60,000. Upon arrival, these students find themselves stranded, unable to afford returning home, and forced into low-wage labor. This system begins with the overstaffed Canadian embassy in India, which issues visas, enabling those who profit from this cheap labor in canada. India itself is not responsible. In fact, when Indian authorities raised concerns about criminals exploiting this system to flee to Canada, Prime Minister Justin Trudeau deflected by accusing India in the Nijjar case. White Canadians also share responsibility, as they have not taken the time to understand this issue. Indians who migrated to Canada before 2021 are likely to suffer due to this situation.
Identity Attack0.20878418
Insult0.0836065
Profanity0.029888187
Threat0.010032792
Severe Toxicity0.00459671
Low Tox 0.20973456 Constructive 0.624 Policy_Critique
Sep 29, 2025 IRCC Names India in Study …
Canada is like the Ukraine, a giant money laundering operation. I hope my province will separate. I hope we can reverse replacement theory!!
Canada is like the Ukraine, a giant money laundering operation. I hope my province will separate. I hope we can reverse replacement theory!!
Identity Attack0.10221587
Insult0.11172232
Profanity0.013507691
Threat0.008013252
Severe Toxicity0.0042533875
Low Tox 0.20839658 Moderate Con 0.366
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Canada was a safer country before the influx in immigrants.
Canada was a safer country before the influx in immigrants.
Identity Attack0.21866
Insult0.06953252
Profanity0.014874061
Threat0.0067445673
Severe Toxicity0.0051879883
Low Tox 0.20839658 Low Con 0.235 Fear_Threat
Feb 16, 2026 2 likes Inside Canada's Indian Invasion...
Funny how some people get upset about immigrants coming to Canada… forgetting that Europeans were the first “immigrants” here, who stole the land from Indigenous people. Now they’re getting a tiny taste of what Indigenous …
Funny how some people get upset about immigrants coming to Canada… forgetting that Europeans were the first “immigrants” here, who stole the land from Indigenous people. Now they’re getting a tiny taste of what Indigenous folks felt when settlers showed up and changed everything.
Identity Attack0.22458547
Insult0.081508696
Profanity0.013268576
Threat0.007068211
Severe Toxicity0.0041389465
Low Tox 0.20839658 Constructive 0.534 Moral_Argument
Sep 18, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
Indians Chinese 😂 Good luck Canada
Indians Chinese 😂 Good luck Canada
Identity Attack0.25140062
Insult0.0638991
Profanity0.035649836
Threat0.0077154995
Severe Toxicity0.0090789795
Low Tox 0.20839658 Low Con 0.251 Humor_Satire
Jan 30, 2026 Inside Canada's Indian Invasion...
Canada has been broken since 1982 with the first Truedue. When the charter was created, because we are under the King(Monarch at that time), something had to be given up, so we sold our souls …
Canada has been broken since 1982 with the first Truedue. When the charter was created, because we are under the King(Monarch at that time), something had to be given up, so we sold our souls to the devil we knew, and traded our future generations' futures.
Identity Attack0.025605056
Insult0.082372494
Profanity0.08355101
Threat0.0101363575
Severe Toxicity0.004234314
Low Tox 0.20839658 Moderate Con 0.469 Policy_Critique
Feb 26, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
“Canada has deep Christian roots, so it is painful to see Christian churches being converted into Hindu temples. We must pray and work to bring them back to the Lord Jesus.”
“Canada has deep Christian roots, so it is painful to see Christian churches being converted into Hindu temples. We must pray and work to bring them back to the Lord Jesus.”
Identity Attack0.2816105
Insult0.046178754
Profanity0.012892825
Threat0.0071717775
Severe Toxicity0.004863739
Low Tox 0.20839658 Constructive 0.545 Identity_Assertion
Sep 30, 2025 Inside Canada's Indian Metropolis (Brampton)
They approve criminals to come to canada but refuse grandparents to come and visit their relatives
They approve criminals to come to canada but refuse grandparents to come and visit their relatives
Identity Attack0.10221587
Insult0.100019015
Profanity0.01442999
Threat0.007534259
Severe Toxicity0.0034332275
Low Tox 0.20839658 Low Con 0.293 Unverified_Claim
Oct 1, 2025 IRCC Names India in Study …
This is terrible and I don't understand why the government would only take Indian students about 90% of the international students were from India and uneducated and non-verified credentials. I don't understand was the government …
This is terrible and I don't understand why the government would only take Indian students about 90% of the international students were from India and uneducated and non-verified credentials. I don't understand was the government too much worried about the money they will be bringing I don't understand like this has the real Cause of the trouble for everyone why you only would take so much of the Indian students why not the rest of the world if you really want to help your new your universities to pay off their salaries and run and those new Indian breed that is coming they are really not ready to come to the Canada illiterate people.
Identity Attack0.11976352
Insult0.077136256
Profanity0.06946823
Threat0.010757755
Severe Toxicity0.00705719
Low Tox 0.20839658 Constructive 0.605
Sep 29, 2025 IRCC Names India in Study …
Host Country have Authority to Dispose that kind of people of any kind ethnicity with sick attitude except who assimilate on Host Country and law abiding immigrants......if Canada and other Host Country ignore this Good …
Host Country have Authority to Dispose that kind of people of any kind ethnicity with sick attitude except who assimilate on Host Country and law abiding immigrants......if Canada and other Host Country ignore this Good Luck and Good Luck
Identity Attack0.1444726
Insult0.10587067
Profanity0.014293353
Threat0.008285114
Severe Toxicity0.0052261353
Low Tox 0.20705862 Moderate Con 0.357 Policy_Critique
Feb 17, 2026 Inside Canada's Indian Invasion...
50000!! a year, people with one child get 1000 a month, and do they get Child tax? I just dont understand how Canada/ America can just keep bringing allowing so many people can keep coming?? …
50000!! a year, people with one child get 1000 a month, and do they get Child tax? I just dont understand how Canada/ America can just keep bringing allowing so many people can keep coming?? Or wont we just be a place just like the places they are trying to leave?? Also a payment to set up your house??? LOL. I knew a single Mom who left an abusive relationship.. ( born in Canada) and you know what the government in BC gave her to help her set up her house?!! A used bed!!!Thats all,, oh and a crisis grant for $40! If she needed more than the 1000$ pre month! This is a complete joke! We need to look after Canadians first, or we wont have healthcare and become a 3rd world country too!!
Identity Attack0.06340405
Insult0.097093195
Profanity0.043165036
Threat0.00899713
Severe Toxicity0.0073623657
Low Tox 0.20705862 Constructive 0.657
Feb 9, 2019 How much do refugees and …
Immigrant saying to immigrants that not to come from india to canada in large quality
Immigrant saying to immigrants that not to come from india to canada in large quality
Identity Attack0.24970764
Insult0.054376744
Profanity0.020920247
Threat0.0072753434
Severe Toxicity0.005340576
Low Tox 0.20705862 Low Con 0.295
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
I'm an immigrant myself, and I brought conservative values to Canada. Why? Because I want to "Conserve" what Canada is, not change it into the third world country I'm from. I try to explain this …
I'm an immigrant myself, and I brought conservative values to Canada. Why? Because I want to "Conserve" what Canada is, not change it into the third world country I'm from. I try to explain this to many Canadians, but they go with the left. This will implode Canada from within. Even the legal system is being wrecked, you can't touch some immigrants, up to how many minority labels they can slap to themselves. I'll put the message here: study South America History and GET RID OF THE LEFT WHILE YOU CAN. The socialist elite doesn't care, they will live at the top, rich, untouchable, as long as the masses are paying the taxes. It doesn't matter if the country is in disarray. Immigration must have one golden rule: if you want to live like in your home country, you are not welcome and I'll be deported.
Identity Attack0.11047905
Insult0.08533409
Profanity0.028503597
Threat0.026307223
Severe Toxicity0.0076675415
Low Tox 0.20705862 Constructive 0.637
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
6:50 arrest em like any other country would Y'all give em leeway to do as they please , cuz inclusivity? They are not in India , they should live according to Canada ,
6:50 arrest em like any other country would Y'all give em leeway to do as they please , cuz inclusivity? They are not in India , they should live according to Canada ,
Identity Attack0.18313584
Insult0.054376744
Profanity0.023174755
Threat0.036839653
Severe Toxicity0.0075531006
Low Tox 0.20705862 Moderate Con 0.323 Policy_Critique
Feb 13, 2026 Inside Canada's Indian Invasion...
Total BS! $50,000 is not even average yearly earnings of Canadians. And how long are the refugees staying in Canada?
Total BS! $50,000 is not even average yearly earnings of Canadians. And how long are the refugees staying in Canada?
Identity Attack0.1007269
Insult0.0811385
Profanity0.10797132
Threat0.006912862
Severe Toxicity0.0059890747
Low Tox 0.20705862 Low Con 0.218
Jan 20, 2018 82 likes How much do refugees and …
Brampton is basically India . They have no interest is Canada . What a joke Canada has changed so Much in the last 10 Years
Brampton is basically India . They have no interest is Canada . What a joke Canada has changed so Much in the last 10 Years
Identity Attack0.18391247
Insult0.081261896
Profanity0.018255826
Threat0.0063497215
Severe Toxicity0.004558563
Low Tox 0.20705862 Low Con 0.231
Sep 29, 2025 Inside Canada's Indian Metropolis (Brampton)
The banned group, Sikhs for Justice, held a Khalistan referendum in Ottawa over the weekend during which supporters chanted ‘Kill India’ slogans and even desecrated the Indian flag. This is the seventh such unofficial vote …
The banned group, Sikhs for Justice, held a Khalistan referendum in Ottawa over the weekend during which supporters chanted ‘Kill India’ slogans and even desecrated the Indian flag. This is the seventh such unofficial vote that Canada has seen since September 2022. The timing of this event was significant — it came as Canadian PM Mark Carney met his Indian counterpart Narendra Modi on the sidelines of the G20 Summit in Johannesburg
Identity Attack0.18468912
Insult0.060927123
Profanity0.022013342
Threat0.13815513
Severe Toxicity0.010147095
Low Tox 0.20705862 Moderate Con 0.471 Unverified_Claim
Nov 25, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
At least for 10 years, no more immigrants in Canada. A complete moratorium.
At least for 10 years, no more immigrants in Canada. A complete moratorium.
Identity Attack0.22783615
Insult0.06442356
Profanity0.012277958
Threat0.008116818
Severe Toxicity0.005722046
Low Tox 0.20705862 Low Con 0.151 Policy_Critique
Nov 20, 2025 3 likes Quebec Ends Economic Immigration Program …
The issue with Canada is that, when Europeans came here, they didn't integrate with native Indians, didn't accept their traditions/lanuages but brought their own European culture/traditions and languages and named it as a Canadian Culture. …
The issue with Canada is that, when Europeans came here, they didn't integrate with native Indians, didn't accept their traditions/lanuages but brought their own European culture/traditions and languages and named it as a Canadian Culture. The reason why Europenas were able to take over the whole Canada and impose English and French language is that European culture was strong, then brown/black/asian people are moved to Canada and they are brought their own culture/languages, but the brown culture really stood up and sustained because their culture was strong like europeans and more of them are still coming. the history is repeating itself because of politicians in power. People on the both sides are not willing to listen the other side, for example, citizens think that international students are creating the a here, doing cash jobs but they don't see that this coutntry that charged them $9k/term tution fees can't even provide them a job forcing them to work illigally and commit crimes, and on the other side Internation students think that citizens hate us because they are brown but big NO citizens are frustrated because they have no jobs and immigrants are not integrating themselves among other communities. Higher unemployment = higher crime = more = higher division among people, ALL THIS IS HAPPENING BECAUSE THE GOVERNMENT IS ALLOWING.
Identity Attack0.2783691
Insult0.0670459
Profanity0.027683776
Threat0.007819066
Severe Toxicity0.0063705444
Low Tox 0.20572066 Constructive 0.74
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I'm from canada, buddy, and you are hitting it on the coffin brother Good job on exposing this BS .People need to hear everything and see it
I'm from canada, buddy, and you are hitting it on the coffin brother Good job on exposing this BS .People need to hear everything and see it
Identity Attack0.026207991
Insult0.0838533
Profanity0.11292298
Threat0.016120117
Severe Toxicity0.0076675415
Low Tox 0.20572066 Constructive 0.594
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Save Canada 🙏 from 🇮🇳 before it's too late 😔
Save Canada 🙏 from 🇮🇳 before it's too late 😔
Identity Attack0.23542951
Insult0.06250052
Profanity0.020578653
Threat0.014393489
Severe Toxicity0.008964539
Low Tox 0.20572066 Moderate Con 0.301
Sep 21, 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.