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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

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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: "well this is what you …" 686 comments · Page 24 of 28
I don’t think the average Canadian is divided on tightening immigration. Not well researched reporting.
I don’t think the average Canadian is divided on tightening immigration. Not well researched reporting.
Identity Attack0.014450782
Insult0.013630914
Profanity0.009553759
Threat0.0059257476
Severe Toxicity0.00074386597
Low Tox 0.031449065 Moderate Con 0.455 Policy_Critique
Feb 18, 2026 1 likes Canada's tighter immigration policy divides …
Born in ontario in 97, a complete disaster has taken place pretty well across canada and it will never get better. Im hoping that you will be able to provide some evidence of this disaster …
Born in ontario in 97, a complete disaster has taken place pretty well across canada and it will never get better. Im hoping that you will be able to provide some evidence of this disaster this has impacted the majority of canadiens in a negative regard.
Identity Attack0.009693438
Insult0.014732921
Profanity0.009357343
Threat0.006576272
Severe Toxicity0.00084400177
Low Tox 0.030977672 Constructive 0.631 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
Centurian initiative is well on it's way. RIP Canada 😢
Centurian initiative is well on it's way. RIP Canada 😢
Identity Attack0.013847848
Insult0.012338906
Profanity0.010160086
Threat0.0079873605
Severe Toxicity0.0014400482
Low Tox 0.030859824 Moderate Con 0.402 Fear_Threat
Jun 16, 2025 85 likes How Canada broke its immigration …
Its getting like this in Australia as well !!!
Its getting like this in Australia as well !!!
Identity Attack0.013043936
Insult0.010970897
Profanity0.015283971
Threat0.008013252
Severe Toxicity0.0017356873
Low Tox 0.030741978 Moderate Con 0.36 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
At a restaurant, we met a couple from Mexico on their honeymoon. They said they would be here for six months. I was so surprised at how long that was. They said they had claimed …
At a restaurant, we met a couple from Mexico on their honeymoon. They said they would be here for six months. I was so surprised at how long that was. They said they had claimed asylum here. They knew they would be rejected, but they said it would take six months until then, and they were being taken care of by our government. For everything. They said several of their friends had done the same... It seemed well known as a way to travel free in Canada...
Identity Attack0.022791367
Insult0.011122898
Profanity0.011150704
Threat0.0061878995
Severe Toxicity0.0010633469
Low Tox 0.03062413 Constructive 0.748 Personal_Narrative
Feb 25, 2026 'We do know that there's …
Wow the man himself was in Browntown??? I'm in a neighbouring city, and they've flooded here as well. Alright Tyler, been watching a lot of your vids, but now you earned a sub from me …
Wow the man himself was in Browntown??? I'm in a neighbouring city, and they've flooded here as well. Alright Tyler, been watching a lot of your vids, but now you earned a sub from me for visiting! Keep up the great work, and Stay Safe!
Identity Attack0.006622616
Insult0.01313691
Profanity0.016103793
Threat0.007961469
Severe Toxicity0.0014972687
Low Tox 0.030270588 Constructive 0.757 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
plz do an episode of surrey as well 🙏
plz do an episode of surrey as well 🙏
Identity Attack0.0064006294
Insult0.011008898
Profanity0.02119352
Threat0.010576514
Severe Toxicity0.0024604797
Low Tox 0.030270588 Moderate Con 0.338 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Do this but in New Jersey as well please
Do this but in New Jersey as well please
Identity Attack0.011839314
Insult0.009906891
Profanity0.017367685
Threat0.010110466
Severe Toxicity0.0020503998
Low Tox 0.03015274 Moderate Con 0.374 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Great video I did my test now 20/20 Read book 1 time and watch this video this covers all the test Well done and thank you so much for help
Great video I did my test now 20/20 Read book 1 time and watch this video this covers all the test Well done and thank you so much for help
Identity Attack0.007806548
Insult0.010590895
Profanity0.021740068
Threat0.010550622
Severe Toxicity0.0025367737
Low Tox 0.029563503 Constructive 0.627
May 26, 2025 7 likes Canadian Citizenship Test 2025 – …
Well they can all go to US.
Well they can all go to US.
Identity Attack0.010211408
Insult0.010780896
Profanity0.013883443
Threat0.007689608
Severe Toxicity0.0013923645
Low Tox 0.028974265 Low Con 0.213 Call_To_Action
Jan 15, 2026 2.9 million Canadian temporary visas …
I disagree with one thing you said at the beginning of this well done video. You said have we become too passive or too conservative? No, Conservatives haven't had a voice in the past 10 …
I disagree with one thing you said at the beginning of this well done video. You said have we become too passive or too conservative? No, Conservatives haven't had a voice in the past 10 years. We've become too Liberal. It was JT with his government and advisors like MC, who did this.
Identity Attack0.0043657473
Insult0.01640493
Profanity0.011782649
Threat0.0063432488
Severe Toxicity0.00084400177
Low Tox 0.028974265 Constructive 0.759
Aug 29, 2025 Why Canadians Are Turning Against …
🇨🇦🇨🇦🇨🇦Looks awesome man prayer places jam packed , community making food for all giving them warm free meal , small business thriving , elder people look way better and looks like their children are taking …
🇨🇦🇨🇦🇨🇦Looks awesome man prayer places jam packed , community making food for all giving them warm free meal , small business thriving , elder people look way better and looks like their children are taking well care of them, divorce rate is lowest in the nation it really looks like a great city to move and raise your kids ❤❤❤❤
Identity Attack0.00776955
Insult0.011996903
Profanity0.01620627
Threat0.0071588317
Severe Toxicity0.0019741058
Low Tox 0.028856417 Constructive 0.7 Solidarity
Sep 19, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Just completed mine — got 19 correct! A few tips: this video helps a lot, but I recommend going through the study guide at least once before watching this video. Also, an app called Citizenship …
Just completed mine — got 19 correct! A few tips: this video helps a lot, but I recommend going through the study guide at least once before watching this video. Also, an app called Citizenship was really useful as well. Good luck to everyone. It's easy don't be over stress.
Identity Attack0.0054756827
Insult0.012186904
Profanity0.017436003
Threat0.009204263
Severe Toxicity0.0016021729
Low Tox 0.028502874 Constructive 0.738
Jul 23, 2025 12 likes Canadian Citizenship Test 2025 – …
Well , Canada should fix its immigration laws
Well , Canada should fix its immigration laws
Identity Attack0.014350293
Insult0.009906891
Profanity0.00997221
Threat0.006485652
Severe Toxicity0.0009393692
Low Tox 0.02826718 Low Con 0.171 Policy_Critique
Feb 10, 2026 Inside Canada's Indian Invasion...
Well if there is anything to learn here, it is that you should be careful what the news tell you. Even if their reporting appeal to your ideology
Well if there is anything to learn here, it is that you should be careful what the news tell you. Even if their reporting appeal to your ideology
Identity Attack0.0035702933
Insult0.013402912
Profanity0.012414595
Threat0.006912862
Severe Toxicity0.0008773804
Low Tox 0.02826718 Low Con 0.272 Meta_Commentary
Feb 11, 2026 4 likes Canada's tighter immigration policy divides …
Mashallah Punjabi folk , what a lovely community , I bet u guys are serving CANADA well , RAB DUNYA DA MALIK HAI OR KOI NAHI❤❤❤
Mashallah Punjabi folk , what a lovely community , I bet u guys are serving CANADA well , RAB DUNYA DA MALIK HAI OR KOI NAHI❤❤❤
Identity Attack0.014149316
Insult0.020966014
Profanity0.024541125
Threat0.008362788
Severe Toxicity0.0035476685
Low Tox 0.02779579 Constructive 0.53 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
Green lady described it so well
Green lady described it so well
Identity Attack0.007917541
Insult0.012376905
Profanity0.016821137
Threat0.007301235
Severe Toxicity0.0015354156
Low Tox 0.027442247 Moderate Con 0.449
Nov 5, 2025 21 likes Inside Canada's Indian Metropolis (Brampton)
I came here from a refugee camp in Germany when I was six. I integrated into Canadian life and I think that the new immigrants will as well eventually.
I came here from a refugee camp in Germany when I was six. I integrated into Canadian life and I think that the new immigrants will as well eventually.
Identity Attack0.017465452
Insult0.010552894
Profanity0.011970525
Threat0.0064468146
Severe Toxicity0.0011348724
Low Tox 0.027442247 Constructive 0.59
Sep 18, 2025 21 likes Inside Canada's Indian Metropolis (Brampton)
Folk may think this reduction in immigration is far from any "slash" in numbers. Consider (search the web for "Is Canada's aging population an issue ?"): "Canada's aging population is a significant issue, creating major …
Folk may think this reduction in immigration is far from any "slash" in numbers. Consider (search the web for "Is Canada's aging population an issue ?"): "Canada's aging population is a significant issue, creating major challenges for the economy, healthcare, and social services, as more seniors require care while fewer younger workers support them, leading to potential labor shortages, strained budgets, and increased demand for healthcare and long-term support. The trend of more seniors than children under 15 puts pressure on economic growth and government finances, requiring substantial funding increases for health and care services. " For every positive to reduced immigration numbers, Canadians are going to discover that there will be negatives. The negatives might very well justify using the word "slash". Time will tell.
Identity Attack0.008879486
Insult0.014808921
Profanity0.010757872
Threat0.006440342
Severe Toxicity0.00094890594
Low Tox 0.027206551 Constructive 0.648 Policy_Critique
Jan 3, 2026 New rules, regulations take effect …
The big winner here is the Century initiative Rich bankers and land developers are making money handover fist I own quite a bit of land, so I’m doing well myself I guess 😆
The big winner here is the Century initiative Rich bankers and land developers are making money handover fist I own quite a bit of land, so I’m doing well myself I guess 😆
Identity Attack0.003144818
Insult0.013782915
Profanity0.013644327
Threat0.006647474
Severe Toxicity0.0009393692
Low Tox 0.026617315 Moderate Con 0.391 Economic_Argument
Feb 26, 2026 1 likes Canada's tighter immigration policy divides …
At least they seem like they can hold jobs and speak the native language so can assimilate(as much as their overwhelming numbers allow) well enough. The poor driving performance is an extreme safety issue that …
At least they seem like they can hold jobs and speak the native language so can assimilate(as much as their overwhelming numbers allow) well enough. The poor driving performance is an extreme safety issue that needs addressed ASAP, immediately, yesterday.
Identity Attack0.0037367835
Insult0.01617693
Profanity0.0094256615
Threat0.0061231707
Severe Toxicity0.0007247925
Low Tox 0.026499467 Moderate Con 0.484 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
The 'well-managed' immigration system didn't start to be poorly managed during the pandemic, but before that: roughly coinciding with the beginning of the Trudeau government. It's there on the graph.
The 'well-managed' immigration system didn't start to be poorly managed during the pandemic, but before that: roughly coinciding with the beginning of the Trudeau government. It's there on the graph.
Identity Attack0.006511623
Insult0.014504919
Profanity0.0094256615
Threat0.005877201
Severe Toxicity0.0006914139
Low Tox 0.026145924 Moderate Con 0.435
Jun 18, 2025 89 likes How Canada broke its immigration …
Well, what do you expect? American policy affects Canada as well.
Well, what do you expect? American policy affects Canada as well.
Identity Attack0.008916483
Insult0.012072904
Profanity0.010006369
Threat0.0061814263
Severe Toxicity0.00071525574
Low Tox 0.025792383 Low Con 0.218 Comparative_Framing
Jan 5, 2026 2 likes Migrants cross into Canada near …
Well Visa expires but those people have update their status and already has new one some of them got PR. But still their visa expired that means that’s also come into this number 2.9M visas. …
Well Visa expires but those people have update their status and already has new one some of them got PR. But still their visa expired that means that’s also come into this number 2.9M visas. Yes there are some people overstaying and need to be removed otherwise there will be problems. But let’s just keep our facts right
Identity Attack0.004088263
Insult0.009678889
Profanity0.012107162
Threat0.009929225
Severe Toxicity0.0012588501
Low Tox 0.025085296 Constructive 0.603 Policy_Critique
Jan 19, 2026 2.9 million Canadian temporary visas …
All international students are required to provide documents and statement letters in their student visa applications to prove that they intend to return to their home countries after their studies. The only thing that is …
All international students are required to provide documents and statement letters in their student visa applications to prove that they intend to return to their home countries after their studies. The only thing that is expected (not guaranteed in any way) is a post-graduation work permit to give them a chance to acquire Canadian work experience and have enough points to apply for permanent residency if they choose to. The government should only be responsible for those who were already selected and approved for residency before changes to the regulations. All future applicants should be evaluated based on the latest changes. That is not new, and all current immigrant citizens had to adapt to the changes to requirements back in their time as well.
Identity Attack0.008250522
Insult0.013820915
Profanity0.011184863
Threat0.0063626673
Severe Toxicity0.0008869171
Low Tox 0.025085296 Constructive 0.622 Policy_Critique
Jan 22, 2026 Why Canada’s immigration system has …

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.