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: "This is how Elections are …" 178 comments · Page 7 of 8
I believe it was a temporary program introduced during the pandemic. This whole segment doesn’t delve enough into the background to be sure of exactly who this is going to effect and how. That’s just …
I believe it was a temporary program introduced during the pandemic. This whole segment doesn’t delve enough into the background to be sure of exactly who this is going to effect and how. That’s just bad journalism. I’d like to know because I cross the path of many immigrants and care about them. If the federal government’s economic plans work out, there could be more demand for workers in the coming year, especially in and around Montreal - I also pay attention to announcements of companies setting up or expanding here - and this might be another example of the CAQ shooting themselves in the foot again. They seem oblivious that an election is coming next fall.
Identity Attack0.01374736
Insult0.02373764
Profanity0.015625564
Threat0.00666042
Severe Toxicity0.0012779236
Low Tox 0.049336795 Constructive 0.805
Nov 21, 2025 Quebec Ends Economic Immigration Program …
Canada is going to be like UK France and Germany election have consequences politicians have no consequences all the best Canada
Canada is going to be like UK France and Germany election have consequences politicians have no consequences all the best Canada
Identity Attack0.01555616
Insult0.01838776
Profanity0.011441057
Threat0.007417747
Severe Toxicity0.0015544891
Low Tox 0.04760506 Low Con 0.221 Comparative_Framing
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
This is why I desperately wish there was an actual Libertarian party to vote for in elections! There is a party, but they have not gotten enough signatures to be able to run yet, I …
This is why I desperately wish there was an actual Libertarian party to vote for in elections! There is a party, but they have not gotten enough signatures to be able to run yet, I don't even know if there is an office or representative in Ontario right now! I wish! Their policies (on paper) seem great, and geared more towards a 'Canada first'/'Canadians First' approach. They touch on a lot of topics and there seem to be a lot of things they want to change! But a government is still a government, they will be motivated by money regardless of any good intentions they may have. So if and when things change, WE NEED TO HOLD THEM ACCOUNTABLE! We as the citizens have the power to change things for the better! It's just unfortunate that I see so many people getting pushed down or ignored or hated because they are speaking their mind. Remember, Canada dosen't have laws like the US, our freedoms aren't as protected nor do we have the same freedoms they do (like owning and protecting your own property, or self defense!) We as people need to start being honest and expressing things instead of being terrified of the backlash (of which there will be in these times). The only way we can make progress is by deciding to get out of our comfort zones and standing for what is right! For the freedoms and protections we deserve! To make a future worth living for us and our children! It will not be easy, but when is change ever easy? I hope that one day I won't be terrified of the thought of bringing a life into this world and country. I hope I can be stable enough to be able to give my future children a decent life. But right now? I would never want to have children, things are too unstable and I don't want to bring a child into this country and force them to live a terrible life they never asked for! I desperately want to be able to keep hoping for a better future, a better country, and people who can enjoy their lives instead of constantly worrying and stressing about everything. I hope some can consider looking into the Libertarian party as well! They may be small right now, but they seem to be wanting to right the wrongs that have occured.
Identity Attack0.011247349
Insult0.022448512
Profanity0.015932998
Threat0.00704232
Severe Toxicity0.0015640259
Low Tox 0.045378547 Constructive 0.875 Call_To_Action
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Economic growth has to keep up with immigration. Even a lot of AOC voters from the Bronx voted Trump in the last election after texas decided to send tens of thousands of migrants to NYC. …
Economic growth has to keep up with immigration. Even a lot of AOC voters from the Bronx voted Trump in the last election after texas decided to send tens of thousands of migrants to NYC. Everybody was complaining about the spike in crime
Identity Attack0.022791367
Insult0.015036922
Profanity0.010587076
Threat0.0066086366
Severe Toxicity0.001001358
Low Tox 0.045378547 Constructive 0.702
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
We were one election away from from total collapse in the US. I'm glad to see the Canadian people wake up and take their beautiful country back
We were one election away from from total collapse in the US. I'm glad to see the Canadian people wake up and take their beautiful country back
Identity Attack0.016762028
Insult0.017549826
Profanity0.010535837
Threat0.006641001
Severe Toxicity0.0011825562
Low Tox 0.041172907 Constructive 0.549 Call_To_Action
Aug 25, 2025 6 likes Why Canadians Are Turning Against …
And people still elect Liberal....
And people still elect Liberal....
Identity Attack0.014149316
Insult0.017614283
Profanity0.0103821205
Threat0.006492125
Severe Toxicity0.0012207031
Low Tox 0.038048524 Low Con 0.236
Oct 30, 2025 Inside Canada's Indian Metropolis (Brampton)
We called it a selection now, not an election. You can picked any of the three main parties safely...they're all leftist anyway.
We called it a selection now, not an election. You can picked any of the three main parties safely...they're all leftist anyway.
Identity Attack0.012240025
Insult0.018581128
Profanity0.01174849
Threat0.0064985976
Severe Toxicity0.0010156631
Low Tox 0.036870047 Moderate Con 0.346
Aug 27, 2025 Why Canadians Are Turning Against …
Thank you so much for this video. I just passed the test with 17/20. Few questions are out of this video. And some are tricky. I did some other mock tests as well like Richmond …
Thank you so much for this video. I just passed the test with 17/20. Few questions are out of this video. And some are tricky. I did some other mock tests as well like Richmond Library, studied the map and etc. Some I remember are: 1. What is the common term for someone elected in Federal elections? A. Riding Winner B. Member of Parliament C. Senate D. Federal Executive. 2. Which of the following represents being Canadian and expresses national identity? A. Symbols like Maple leaf B. Equality C. Unity D. Human Right Commission 3. Jury duty consists of partial jurors and past jurors (in similar meaning) True or False. 4. French and English are: A. Fighting rebellion in 1800s B. French joined hands with Americans to fight against English C. Lived together for 300 years D. All of the above 5. Got a basic question about suffrage movement 6. What are prairie provinces? Saskatchewan, Alberta, Manitoba (SAM) 7. I got a question about provinces from west to east on Canada map. Please look and memorize the provinces locations. 8. Got a question about Peace Arch in Blaine 9. Question about Peace Tower like what was built after first world War. 10. Question about Aboriginals. Ans: First Nations, Metis and Inuits 11. Branches of Parliament Ans: Sovereign, House of commons and Senate 12. Courts do: Ans: Settle disputes These all what I remember. I am not sure which ones I got wrong. Might be in the first 5 I posted here. Test is not difficult but it is better to go through this video multiple times and do some other mock tests as well, in my opinion. Thank you and All the Best 😊
Identity Attack0.010729378
Insult0.017227544
Profanity0.015010698
Threat0.006647474
Severe Toxicity0.0014209747
Low Tox 0.032863233 Constructive 0.818 Personal_Narrative
Feb 10, 2026 21 likes Canadian Citizenship Test 2025 – …
How Canada broke its immigration system: They elected a Liberal government in 2015.
How Canada broke its immigration system: They elected a Liberal government in 2015.
Identity Attack0.012340514
Insult0.014504919
Profanity0.010501678
Threat0.006433869
Severe Toxicity0.00091552734
Low Tox 0.032863233 Low Con 0.196
Jun 28, 2025 1 likes How Canada broke its immigration …
OOH.....We must be coming up to a federal election soon
OOH.....We must be coming up to a federal election soon
Identity Attack0.004347248
Insult0.00971689
Profanity0.012892825
Threat0.008556974
Severe Toxicity0.001335144
Low Tox 0.024967449 Low Con 0.265 Meta_Commentary
Jan 30, 2026 New rules, regulations take effect …
Right on time for the next election
Right on time for the next election
Identity Attack0.004180758
Insult0.009298887
Profanity0.012585391
Threat0.008867673
Severe Toxicity0.0013828278
Low Tox 0.02343543 Low Con 0.241 Policy_Critique
Jan 11, 2026 Canada’s new rules in 2026
Kenny is trying to set up for a run at the conservative leadership following the next federal election. Constantly in the news clips getting his name out there.
Kenny is trying to set up for a run at the conservative leadership following the next federal election. Constantly in the news clips getting his name out there.
Identity Attack0.002192123
Insult0.013212911
Profanity0.010365041
Threat0.0067769317
Severe Toxicity0.0007009506
Low Tox 0.02107848 Moderate Con 0.336 Policy_Critique
Feb 17, 2026 7 likes LILLEY UNLEASHED: The fall of …
Canada had their chance last election to vote republican but were so focused on Trump that they chose to elect again more Liberals. Good job canada
Canada had their chance last election to vote republican but were so focused on Trump that they chose to elect again more Liberals. Good job canada
Identity Attack0.0068446035
Insult0.012300906
Profanity0.009519599
Threat0.0063626673
Severe Toxicity0.00074863434
Low Tox 0.02072494 Moderate Con 0.344
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
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 …
4 elections voting Liberal... how did this happen? ..
4 elections voting Liberal... how did this happen? ..
Identity Attack0.0048097214
Insult0.009241886
Profanity0.0108774295
Threat0.0064727063
Severe Toxicity0.00078201294
Low Tox 0.016838523 Low Con 0.29 Call_To_Action
Aug 25, 2025 Why Canadians Are Turning Against …
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)
Trudeau was elected 3 times they could have kept electing him regardless this i dont understand
Trudeau was elected 3 times they could have kept electing him regardless this i dont understand
Identity Attack0.0026083488
Insult0.00971689
Profanity0.010194245
Threat0.006045496
Severe Toxicity0.0005745888
Low Tox 0.01608456 Low Con 0.26
Aug 21, 2025 How Canada broke its immigration …
Thank you for reporting on this. We are tired. I miss my beautiful country. Hopefully we can have our old Canada back one day, when the right person finally gets elected.
Thank you for reporting on this. We are tired. I miss my beautiful country. Hopefully we can have our old Canada back one day, when the right person finally gets elected.
Identity Attack0.004846719
Insult0.0092228865
Profanity0.009493981
Threat0.0067898775
Severe Toxicity0.0007534027
Low Tox 0.015707577 Constructive 0.606 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Kegal and maintain discipline I don't see a problem Pay taxes ,elect a government that spends for the development of respective country
Kegal and maintain discipline I don't see a problem Pay taxes ,elect a government that spends for the development of respective country
Identity Attack0.00258985
Insult0.009089886
Profanity0.010330882
Threat0.0062008454
Severe Toxicity0.0006008148
Low Tox 0.01438814 Moderate Con 0.435
Nov 30, 2025 Inside Canada's Indian Metropolis (Brampton)
Did you know conservatives won the popular vote last two elections but the House of Commons said “nah”
Did you know conservatives won the popular vote last two elections but the House of Commons said “nah”
Identity Attack0.0026453468
Insult0.007892879
Profanity0.010587076
Threat0.006194372
Severe Toxicity0.0004887581
Low Tox 0.011686437 Low Con 0.274 Policy_Critique
Feb 18, 2026 1 likes Canadian immigration officers investigating hundreds …
Montréal decided to once again elect the same party and same people that did that.
Montréal decided to once again elect the same party and same people that did that.
Identity Attack0.003089321
Insult0.007949878
Profanity0.009476901
Threat0.0061166976
Severe Toxicity0.000500679
Low Tox 0.011120965 Low Con 0.196 Policy_Critique
Jun 20, 2025 3 likes How Canada broke its immigration …
Under the Liberals, Canada is not a good place to live now! The April 28th election must remove the Liberal / Chinese control in Canada.
Under the Liberals, Canada is not a good place to live now! The April 28th election must remove the Liberal / Chinese control in Canada.
Identity Attack0.002680398
Insult0.0019505017
Profanity0.000066473294
Threat0.00015141239
Severe Toxicity0.0000030739036
Low Tox 0.007901065
Apr 14, 2025 1 likes
How about a rule that requires a by-election every time a MP quits their party to verify their constituents’ choice?
How about a rule that requires a by-election every time a MP quits their party to verify their constituents’ choice?
Identity Attack0.0015261616
Insult0.0066958712
Profanity0.009289024
Threat0.0060325502
Severe Toxicity0.0003862381
Low Tox 0.0068799187 Low Con 0.274 Call_To_Action
Jan 4, 2026 23 likes New rules, regulations take effect …
If Mark Carney Wins this next-Election, lots of Canadians will be leaving as well. Nobody wants to live in a Socialist Country.
If Mark Carney Wins this next-Election, lots of Canadians will be leaving as well. Nobody wants to live in a Socialist Country.
Identity Attack0.0016727757
Insult0.0010171182
Profanity0.000035409765
Threat0.000111820475
Severe Toxicity0.0000029313164
Low Tox 0.0045209276
Apr 14, 2025
propaganda before an election.
propaganda before an election.
Identity Attack0.00006857147
Insult0.00034144492
Profanity0.00001758224
Threat0.000019850302
Severe Toxicity0.0000014604259
Low Tox 0.0008956605 Meta_Commentary
Apr 16, 2025

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.