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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

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

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Active: "You have more to worry …" 123 comments · Page 4 of 5
Canada should help their people and stop worrying about other countries If Canada wants to stop these people from coming to Canada then Canada should put money on cellphones and anyone with family in another …
Canada should help their people and stop worrying about other countries If Canada wants to stop these people from coming to Canada then Canada should put money on cellphones and anyone with family in another country has to pay more tax The reason people from other countries are in Canada is so canadians make money off selling things to them Not to remove them They pay tax so we have services and Canada helps Canadians Canadians are not helping canadians They're using foreigners as an excuse for them to not help canadians and making us lose money
Identity Attack0.10221587
Insult0.06250052
Profanity0.017299367
Threat0.0076766624
Severe Toxicity0.0038337708
Low Tox 0.14256015 Moderate Con 0.389
Dec 30, 2025 1 likes Deportations From Canada at Their …
Without Jesus Christ, bringing in millions of people who worship evil will bring anyplace down. Thankfully the Holy Spirit dwells in temple's of flesh and not building's. I would be worried about this around me. …
Without Jesus Christ, bringing in millions of people who worship evil will bring anyplace down. Thankfully the Holy Spirit dwells in temple's of flesh and not building's. I would be worried about this around me. G_d bless everyone.
Identity Attack0.068465814
Insult0.030926194
Profanity0.019553876
Threat0.008362788
Severe Toxicity0.0033569336
Low Tox 0.12260055 Constructive 0.609
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
No worries. Hell would freeze over twice in August before I would set foot in that dystopian nightmare of a country!
No worries. Hell would freeze over twice in August before I would set foot in that dystopian nightmare of a country!
Identity Attack0.0040031043
Insult0.013047762
Profanity0.0057348125
Threat0.0056006755
Severe Toxicity0.000016803493
Low Tox 0.1186398
Dec 8, 2025 20 likes
Indians Should Worry About the Future Generations… Because , a Generation left from India 🇮🇳 to look for the Greener Pastures but Ended up , where the New Generation after Being Born and Brought up …
Indians Should Worry About the Future Generations… Because , a Generation left from India 🇮🇳 to look for the Greener Pastures but Ended up , where the New Generation after Being Born and Brought up in Canada is Struggling to Find a Job in the System.. Even the Tim Hortons, McDonald Job is Given to Connections from Inside…. Very Difficult for People Who do not Speak … Punjabi or Gujarati Languages..
Identity Attack0.11163961
Insult0.03412145
Profanity0.01261955
Threat0.0064144502
Severe Toxicity0.0032043457
Low Tox 0.115658075 Constructive 0.519 Personal_Narrative
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
These politicians will do anything for votes they don’t care one bit about the country all they worry about is lining their pockets with tax dollars and power
These politicians will do anything for votes they don’t care one bit about the country all they worry about is lining their pockets with tax dollars and power
Identity Attack0.007843546
Insult0.06250052
Profanity0.019690514
Threat0.0065956907
Severe Toxicity0.0019264221
Low Tox 0.1140901 Low Con 0.211 Policy_Critique
Feb 27, 2026 3 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Don't worry Canadians, Once president Trump fires your current governor, he will fix this !! ✅
Don't worry Canadians, Once president Trump fires your current governor, he will fix this !! ✅
Identity Attack0.016862517
Insult0.03158728
Profanity0.01220964
Threat0.050098058
Severe Toxicity0.0030708313
Low Tox 0.112850055 Low Con 0.256 Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
please fix this they are wrecking CANADA But don,t worry when Canadian tax dollars run out they will stop coming
please fix this they are wrecking CANADA But don,t worry when Canadian tax dollars run out they will stop coming
Identity Attack0.019575719
Insult0.035333443
Profanity0.013507691
Threat0.010421164
Severe Toxicity0.002193451
Low Tox 0.1104733 Low Con 0.213 Call_To_Action
Oct 6, 2025 IRCC Names India in Study …
Tell those expired visa holders there's no need to worry. Our liberal government has no way of tracking them to remove them. Canada will continue to suffer until the Liberals are out.
Tell those expired visa holders there's no need to worry. Our liberal government has no way of tracking them to remove them. Canada will continue to suffer until the Liberals are out.
Identity Attack0.03223813
Insult0.033019636
Profanity0.012277958
Threat0.017328756
Severe Toxicity0.0025749207
Low Tox 0.10870059 Moderate Con 0.317 Policy_Critique
Feb 9, 2026 3 likes 2.9 million Canadian temporary visas …
Don't worry every one working in cash and taking job from Canadian people
Don't worry every one working in cash and taking job from Canadian people
Identity Attack0.07921951
Insult0.02567133
Profanity0.012004685
Threat0.006246155
Severe Toxicity0.0019550323
Low Tox 0.10653123 Moderate Con 0.372 Unverified_Claim
Oct 2, 2025 1 likes IRCC Names India in Study …
This is Trump's fault and our Liberal government is doing their best to fix this mess. Do not worry, everything will be ok. Elbows up everyone, work hard and always trust the liberal government. They …
This is Trump's fault and our Liberal government is doing their best to fix this mess. Do not worry, everything will be ok. Elbows up everyone, work hard and always trust the liberal government. They will solve this problem. All should boycott the USA! Do not buy their products, cars, etc. Do not go there! There industry and healthcare will collapse soon. Canada will win this battle at the end of the day. Trust in Liberal!
Identity Attack0.023193322
Insult0.04149419
Profanity0.012380436
Threat0.008285114
Severe Toxicity0.002298355
Low Tox 0.10566349 Moderate Con 0.461 Call_To_Action
Nov 22, 2025 Quebec Ends Economic Immigration Program …
Don't worry, guys. The great replacement isn't real. Wikipedia told me so.
Don't worry, guys. The great replacement isn't real. Wikipedia told me so.
Identity Attack0.01374736
Insult0.028281843
Profanity0.03189224
Threat0.009126588
Severe Toxicity0.002155304
Low Tox 0.103928015 Low Con 0.236 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
guy worried about chat, yet little does he know hes been recorded for millions of people XD
guy worried about chat, yet little does he know hes been recorded for millions of people XD
Identity Attack0.0103594
Insult0.024382202
Profanity0.042413518
Threat0.009851551
Severe Toxicity0.0039100647
Low Tox 0.10089093 Low Con 0.272 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Liberal is like Democrats when it comes to immigration, we need trump version to save Canada heritage because the foreign countries are slowly changing the culture, religion, businesses, jobs and etc. They do not need …
Liberal is like Democrats when it comes to immigration, we need trump version to save Canada heritage because the foreign countries are slowly changing the culture, religion, businesses, jobs and etc. They do not need a military forces to take over Canada, it's already been invaded from "WITHIN" and some Canadian are worried about the US invading this country.
Identity Attack0.05612817
Insult0.02657372
Profanity0.0117997285
Threat0.008052089
Severe Toxicity0.0021839142
Low Tox 0.09828771 Moderate Con 0.473 Fear_Threat
Nov 22, 2025 Quebec Ends Economic Immigration Program …
I got a buddy in canada, i feel so much worry and hope everythings improves, or just make it apart of america
I got a buddy in canada, i feel so much worry and hope everythings improves, or just make it apart of america
Identity Attack0.053399716
Insult0.01890341
Profanity0.015318131
Threat0.009877442
Severe Toxicity0.0025177002
Low Tox 0.08479069 Constructive 0.523
Jan 27, 2026 Inside Canada's Indian Invasion...
Dont worry, during Biden administration mostly of them crossed the canada border and came here. My town for example is a disaster because they dont understand what stop sign or red light means.
Dont worry, during Biden administration mostly of them crossed the canada border and came here. My town for example is a disaster because they dont understand what stop sign or red light means.
Identity Attack0.013144426
Insult0.02982438
Profanity0.011594773
Threat0.0072235605
Severe Toxicity0.0014781952
Low Tox 0.07450261 Moderate Con 0.385 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
“ Charity begins at home” , the Canadian government should worry about helping Native Communities in Northern Canada, eradicating homelessness, drug addiction, and should stop importing poverty.
“ Charity begins at home” , the Canadian government should worry about helping Native Communities in Northern Canada, eradicating homelessness, drug addiction, and should stop importing poverty.
Identity Attack0.018168874
Insult0.026444806
Profanity0.0093915025
Threat0.007598988
Severe Toxicity0.001373291
Low Tox 0.0665887 Moderate Con 0.33 Policy_Critique
Nov 25, 2025 Quebec Ends Economic Immigration Program …
Great news,,but it should be 1,800,000 not 18,000... Makes me laugh that ctv worry about tax money spending being 78 millions on deportation while we spend annually over a billion on refugees hotels...😂😂😂 Great journalism …
Great news,,but it should be 1,800,000 not 18,000... Makes me laugh that ctv worry about tax money spending being 78 millions on deportation while we spend annually over a billion on refugees hotels...😂😂😂 Great journalism finance by the Liberal party of Canada.!😊
Identity Attack0.024801146
Insult0.02283525
Profanity0.011663092
Threat0.006530962
Severe Toxicity0.0016021729
Low Tox 0.0665887 Constructive 0.588 Policy_Critique
Dec 31, 2025 1 likes Deportations From Canada at Their …
It would have been interesting to know how many refugees / immigrants are actually on these programs. Don't worry though Canadians, they ONLY get as much as regular citizens get and "experts" say you'll be …
It would have been interesting to know how many refugees / immigrants are actually on these programs. Don't worry though Canadians, they ONLY get as much as regular citizens get and "experts" say you'll be just fine!
Identity Attack0.036105253
Insult0.020708188
Profanity0.0113044195
Threat0.006168481
Severe Toxicity0.0013065338
Low Tox 0.05799546 Constructive 0.547
Apr 16, 2019 1 likes How much do refugees and …
We indian don't destroy any culture of world we believe in respect all culture and mixed with him with his respected culture don't worry about it we are not destroy canadian respected culture we are …
We indian don't destroy any culture of world we believe in respect all culture and mixed with him with his respected culture don't worry about it we are not destroy canadian respected culture we are mixed with canadian culture ❤❤❤😊
Identity Attack0.03636306
Insult0.014276917
Profanity0.017914234
Threat0.011508608
Severe Toxicity0.002746582
Low Tox 0.05725329 Constructive 0.685
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
You mean “New” Canadians? There are far bigger issues for tax payers to worry about than what we call the newest Canadians amongst us. No doubt systems can be abused, but, there are far bigger, …
You mean “New” Canadians? There are far bigger issues for tax payers to worry about than what we call the newest Canadians amongst us. No doubt systems can be abused, but, there are far bigger, home grown issues that are more expensive, much more normalised and ignored, than what the cost is for helping new Canadians avoid starvation and dying of exposure.
Identity Attack0.018470341
Insult0.02264188
Profanity0.011167783
Threat0.00933372
Severe Toxicity0.00166893
Low Tox 0.056758508 Moderate Con 0.487
Aug 14, 2019 How much do refugees and …
It’s only a temporary setback. Don’t worry, Canadians. Buckle up, cause the big free ride going to end in the near future
It’s only a temporary setback. Don’t worry, Canadians. Buckle up, cause the big free ride going to end in the near future
Identity Attack0.019977676
Insult0.019419061
Profanity0.01261955
Threat0.011094344
Severe Toxicity0.0019550323
Low Tox 0.054531995 Moderate Con 0.307 Fear_Threat
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
Dont worry, the courts will make sure they arent punished for their crimes and all become full citizens. If voters cared about the justice system, they wouldnt have re elected the same government.
Dont worry, the courts will make sure they arent punished for their crimes and all become full citizens. If voters cared about the justice system, they wouldnt have re elected the same government.
Identity Attack0.005660672
Insult0.023093075
Profanity0.012312118
Threat0.008272167
Severe Toxicity0.0011444092
Low Tox 0.049584184 Low Con 0.218 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Besides everything, but Carney soo worried about our gas vehicles does he fly with Electric Aircraft or balloons
Besides everything, but Carney soo worried about our gas vehicles does he fly with Electric Aircraft or balloons
Identity Attack0.00207188
Insult0.021094928
Profanity0.014156717
Threat0.008893564
Severe Toxicity0.0013923645
Low Tox 0.045378547 Low Con 0.254 Humor_Satire
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 …
Dont worry Canadians, once trump takes greenland, canada will be next! Trump will free you.
Dont worry Canadians, once trump takes greenland, canada will be next! Trump will free you.
Identity Attack0.011839314
Insult0.018129934
Profanity0.010587076
Threat0.008582866
Severe Toxicity0.0016117096
Low Tox 0.045131154 Low Con 0.213
Jan 27, 2026 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.