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: "We don’t have a government …" 1,794 comments · Page 70 of 72
Very good report. The labour shortage will only grow as the population gets older. The Trudeau government tried to deal with it but may have gone too far. The Carney government is scaling back but …
Very good report. The labour shortage will only grow as the population gets older. The Trudeau government tried to deal with it but may have gone too far. The Carney government is scaling back but eventually the reality of the labour shortage will dictate the direction. Is it dividing the country? Not sure but there are definitely two camps with business supporting immigration.
Identity Attack0.006622616
Insult0.010134893
Profanity0.009271945
Threat0.006155535
Severe Toxicity0.00062942505
Low Tox 0.01834645 Constructive 0.725 Policy_Critique
Feb 15, 2026 Canada's tighter immigration policy divides …
They are not missing they’re working at Tim Hortons,KFC,Burger King and the government knows
They are not missing they’re working at Tim Hortons,KFC,Burger King and the government knows
Identity Attack0.0026638457
Insult0.010894896
Profanity0.0117997285
Threat0.006317357
Severe Toxicity0.0008201599
Low Tox 0.017969469 Moderate Con 0.368 Unverified_Claim
Oct 20, 2025 IRCC Names India in Study …
these governments allow it to happen because these are the type of people they can and will pay less for the same amount of work.
these governments allow it to happen because these are the type of people they can and will pay less for the same amount of work.
Identity Attack0.003607291
Insult0.00971689
Profanity0.011236101
Threat0.006375613
Severe Toxicity0.00066280365
Low Tox 0.017843807 Low Con 0.21 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
The government must take action on immigration laws. Especially focusing on local people welfare.
The government must take action on immigration laws. Especially focusing on local people welfare.
Identity Attack0.008842488
Insult0.0075888764
Profanity0.010091767
Threat0.0067769317
Severe Toxicity0.00074386597
Low Tox 0.017843807 Moderate Con 0.39
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
So what happens to the people that get all of these services and they feel it is an entitlement until their last child turns 18. I thought government assistance is to get you on your …
So what happens to the people that get all of these services and they feel it is an entitlement until their last child turns 18. I thought government assistance is to get you on your feet, not support you until your last child is no longer eligible for services.
Identity Attack0.0022198714
Insult0.008937885
Profanity0.0103992
Threat0.0071717775
Severe Toxicity0.00064849854
Low Tox 0.017718147 Constructive 0.514
Jun 5, 2019 1 likes How much do refugees and …
You know you’re in Canada when the opposition party is held to a higher standard of conduct than the actual government…
You know you’re in Canada when the opposition party is held to a higher standard of conduct than the actual government…
Identity Attack0.006622616
Insult0.010970897
Profanity0.009451281
Threat0.0059160385
Severe Toxicity0.00062942505
Low Tox 0.017592486 Low Con 0.195 Policy_Critique
Feb 26, 2026 85 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
For the last decade, Canada has been aggresively trying to boost its population in order to avoid a population collapse among native born Canadians in the next 20 years. Demographics are destiny. Governments need people …
For the last decade, Canada has been aggresively trying to boost its population in order to avoid a population collapse among native born Canadians in the next 20 years. Demographics are destiny. Governments need people to support the economy and tax system. You can’t have economic growth without population growth.
Identity Attack0.006511623
Insult0.00971689
Profanity0.009587918
Threat0.006479179
Severe Toxicity0.00076293945
Low Tox 0.017592486 Moderate Con 0.357 Economic_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Just to be clear, federal government and IRCC make decisions on our refugee system and it has doubled since 2017, spending over 2.5 billion in taxpayer dollars. Now it's costing us nearly 100 million to …
Just to be clear, federal government and IRCC make decisions on our refugee system and it has doubled since 2017, spending over 2.5 billion in taxpayer dollars. Now it's costing us nearly 100 million to remove them. All while homelessness population has doubled in Canada over same time period. Forget the figure heads of the parties, don't forget this when you're deciding what party to vote for
Identity Attack0.0045137387
Insult0.009545889
Profanity0.009570839
Threat0.0069646453
Severe Toxicity0.0007677078
Low Tox 0.017341165 Constructive 0.735
Dec 26, 2025 2 likes Deportations From Canada at Their …
It’s all about the profits. It’s no longer about the people that’s how much money government can make off the people.
It’s all about the profits. It’s no longer about the people that’s how much money government can make off the people.
Identity Attack0.0021551251
Insult0.00979289
Profanity0.011646013
Threat0.0063238298
Severe Toxicity0.00054359436
Low Tox 0.017215505 Low Con 0.195 Policy_Critique
Aug 26, 2025 3 likes Why Canadians Are Turning Against …
The Canadian government is so vocally against becoming the 51st state, but are apparently perfectly fine with being the 29th state.
The Canadian government is so vocally against becoming the 51st state, but are apparently perfectly fine with being the 29th state.
Identity Attack0.007843546
Insult0.010210892
Profanity0.009613537
Threat0.0062396824
Severe Toxicity0.0007343292
Low Tox 0.017215505 Low Con 0.158 Humor_Satire
Jan 27, 2026 1,581 likes Inside Canada's Indian Invasion...
Federal government quietly approving PR to many of them with low CRS scores.
Federal government quietly approving PR to many of them with low CRS scores.
Identity Attack0.0034223017
Insult0.010590895
Profanity0.010228404
Threat0.0064079775
Severe Toxicity0.00069618225
Low Tox 0.017089844 Low Con 0.23 Unverified_Claim
Jan 15, 2026 29 likes 2.9 million Canadian temporary visas …
Our government knows exactly what they are doing, it’s a plan in the making
Our government knows exactly what they are doing, it’s a plan in the making
Identity Attack0.004384246
Insult0.009393888
Profanity0.013166099
Threat0.0072365063
Severe Toxicity0.0009536743
Low Tox 0.016964182 Low Con 0.126 Unverified_Claim
Aug 30, 2025 2 likes Why Canadians Are Turning Against …
In my opinion it makes no sense that the government does not know where all these people that are missing that are to leave, if they are getting money from tax payers or health care …
In my opinion it makes no sense that the government does not know where all these people that are missing that are to leave, if they are getting money from tax payers or health care they have to know where they are to receive any of these benefits
Identity Attack0.0032743104
Insult0.00983089
Profanity0.010689554
Threat0.006058442
Severe Toxicity0.00061511993
Low Tox 0.016964182 Moderate Con 0.423 Policy_Critique
Feb 26, 2026 9 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
I have said it multiple time. The flood gates where open after the 2021 elections when the NDP<>Liberal government was formed.
I have said it multiple time. The flood gates where open after the 2021 elections when the NDP<>Liberal government was formed.
Identity Attack0.0028673338
Insult0.010628895
Profanity0.010467518
Threat0.0063367756
Severe Toxicity0.000667572
Low Tox 0.016964182 Moderate Con 0.394 Policy_Critique
Jan 20, 2026 Why Canada’s immigration system has …
And yet, liberal government got elected for additional 4 years. Canada voted for this. No point to complain about it now.
And yet, liberal government got elected for additional 4 years. Canada voted for this. No point to complain about it now.
Identity Attack0.0040327664
Insult0.010286893
Profanity0.010006369
Threat0.0061037517
Severe Toxicity0.0005865097
Low Tox 0.016587202 Moderate Con 0.362 Call_To_Action
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
*this comment has been removed by the Canadian Government*
*this comment has been removed by the Canadian Government*
Identity Attack0.0068446035
Insult0.00810188
Profanity0.01128734
Threat0.007314181
Severe Toxicity0.000834465
Low Tox 0.016587202 Low Con 0.265 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
Do the students pay for education or are they scholarships paid by the government.
Do the students pay for education or are they scholarships paid by the government.
Identity Attack0.0029598286
Insult0.008842885
Profanity0.010587076
Threat0.006162008
Severe Toxicity0.0005578995
Low Tox 0.01646154 Low Con 0.237
Nov 28, 2025 Quebec Ends Economic Immigration Program …
I thought it was interesting how you point out Trudeau's policy changes, but don't point out the prior PM(Harper) removing the 6 week vetting period on TFW's and other anti-labour moves that also vastly increased …
I thought it was interesting how you point out Trudeau's policy changes, but don't point out the prior PM(Harper) removing the 6 week vetting period on TFW's and other anti-labour moves that also vastly increased immigration. Despite the government not properly integrating people or providing services for our own countrymen, this immigration has also staved off demographic collapse by several decades.
Identity Attack0.005512681
Insult0.010172892
Profanity0.009195087
Threat0.006003422
Severe Toxicity0.0005841255
Low Tox 0.01646154 Constructive 0.781
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
Trudeau needed to be in the government. The only way to do that was to get support from Jagmeet. And that meant helping Jagmeet win, which needed the import of Jagmeet's voters! And the results …
Trudeau needed to be in the government. The only way to do that was to get support from Jagmeet. And that meant helping Jagmeet win, which needed the import of Jagmeet's voters! And the results are there for everyone to see!
Identity Attack0.0024973555
Insult0.011236899
Profanity0.010228404
Threat0.006155535
Severe Toxicity0.0006246567
Low Tox 0.01646154 Constructive 0.561 Policy_Critique
Feb 16, 2026 1 likes Why Canadians Are Turning Against …
@0:14 Road safety laws are made to protect lives, not to discriminate against beliefs., Governments can consider specially designed helmets that accommodate turbans, balancing safety with religious practice. Ultimately, respecting the rules of the country …
@0:14 Road safety laws are made to protect lives, not to discriminate against beliefs., Governments can consider specially designed helmets that accommodate turbans, balancing safety with religious practice. Ultimately, respecting the rules of the country you live in shows both responsibility and integration into society.
Identity Attack0.0073995716
Insult0.008386881
Profanity0.010023449
Threat0.006265574
Severe Toxicity0.00059366226
Low Tox 0.01633588 Constructive 0.571 Moral_Argument
Oct 8, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
If only discussion will take place, nothing in this matter is going to change. We need action from the government.
If only discussion will take place, nothing in this matter is going to change. We need action from the government.
Identity Attack0.0030708222
Insult0.00817788
Profanity0.011355659
Threat0.007935578
Severe Toxicity0.00081062317
Low Tox 0.01608456 Low Con 0.26 Call_To_Action
Aug 26, 2025 Why Canadians Are Turning Against …
Best government in the world is Canadian government , if you ask 10 000 000 Trudeau 's people in Canada
Best government in the world is Canadian government , if you ask 10 000 000 Trudeau 's people in Canada
Identity Attack0.0063266335
Insult0.009203887
Profanity0.010023449
Threat0.0062008454
Severe Toxicity0.0008583069
Low Tox 0.015958898 Moderate Con 0.36
Jan 9, 2026 IRCC Names India in Study …
Show us what the local government looks like there… I want to see something.
Show us what the local government looks like there… I want to see something.
Identity Attack0.0027563404
Insult0.008614883
Profanity0.0118338885
Threat0.007327127
Severe Toxicity0.00088214874
Low Tox 0.015581916 Moderate Con 0.315 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
Find them at Walmart, Tim Hortons and any government subsidized company.
Find them at Walmart, Tim Hortons and any government subsidized company.
Identity Attack0.0020441315
Insult0.009678889
Profanity0.010706633
Threat0.007029374
Severe Toxicity0.00067710876
Low Tox 0.015204934 Low Con 0.261
Sep 28, 2025 157 likes IRCC Names India in Study …
I am emigrating to Canada as a permanent resident and I'd like to weigh in. You have to have $12,200 before you can arrive, you don't get government funded healthcare for 3 months or other …
I am emigrating to Canada as a permanent resident and I'd like to weigh in. You have to have $12,200 before you can arrive, you don't get government funded healthcare for 3 months or other benefits. I agree with this policy
Identity Attack0.005771666
Insult0.00819688
Profanity0.010177165
Threat0.0065956907
Severe Toxicity0.0007390976
Low Tox 0.014765122 Constructive 0.719
Feb 1, 2018 1 likes How much do refugees and …

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.