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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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Search comment text, filter by category or toxicity level
30,738 comments · Page 951 of 1230
I know I work with them and they're ready to take my job😢
I know I work with them and they're ready to take my job😢
Identity Attack0.008953481
Insult0.015796926
Profanity0.020920247
Threat0.010188141
Severe Toxicity0.0019168854
Low Tox 0.046368107 Moderate Con 0.477
Nov 21, 2025 Quebec Ends Economic Immigration Program …
You meant to say "How the immigration system broke Canada"
You meant to say "How the immigration system broke Canada"
Identity Attack0.023193322
Insult0.016784932
Profanity0.01127026
Threat0.0069387536
Severe Toxicity0.0012588501
Low Tox 0.046368107 Low Con 0.273
Jun 26, 2025 3 likes How Canada broke its immigration …
Now that you have finished here go to Hongcouver next.
Now that you have finished here go to Hongcouver next.
Identity Attack0.0061416444
Insult0.01625293
Profanity0.012687869
Threat0.012233571
Severe Toxicity0.002231598
Low Tox 0.046368107 Moderate Con 0.335 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Anyone around the world can go to a gurdwara for free food / langar.
Anyone around the world can go to a gurdwara for free food / langar.
Identity Attack0.014249804
Insult0.013402912
Profanity0.020578653
Threat0.0091524795
Severe Toxicity0.0025177002
Low Tox 0.046368107 Moderate Con 0.353
Oct 30, 2025 Inside Canada's Indian Metropolis (Brampton)
Makodong
Makodong
Identity Attack0.0071035884
Insult0.02283525
Profanity0.06946823
Threat0.008000307
Severe Toxicity0.0033950806
Low Tox 0.046368107 Moderate Con 0.33
Feb 20, 2026 Inside Canada's Indian Invasion...
Do a podcast with the guy on the bike I am interested... We are all interested .
Do a podcast with the guy on the bike I am interested... We are all interested .
Identity Attack0.00828752
Insult0.015264924
Profanity0.02522431
Threat0.01052473
Severe Toxicity0.0025749207
Low Tox 0.046120718 Constructive 0.59 Call_To_Action
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Wake up Canada
Wake up Canada
Identity Attack0.020982565
Insult0.017292
Profanity0.014122557
Threat0.009074804
Severe Toxicity0.0022792816
Low Tox 0.046120718 Moderate Con 0.346 Call_To_Action
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
My neighbours daughter was denied a employment from an establishment which is frequented by all and was told if she doesn't speak Hindi she cannot be hired. I told her to report them to the …
My neighbours daughter was denied a employment from an establishment which is frequented by all and was told if she doesn't speak Hindi she cannot be hired. I told her to report them to the government and the HO of the company. I will not say which company but I'm sure someone can guess the establishment in less than 3 guesses
Identity Attack0.031464707
Insult0.015644927
Profanity0.014532468
Threat0.008039144
Severe Toxicity0.0016117096
Low Tox 0.046120718 Constructive 0.739
Aug 25, 2025 Why Canadians Are Turning Against …
FATIGUEEEE SAAAR
FATIGUEEEE SAAAR
Identity Attack0.0017758971
Insult0.018516673
Profanity0.0913099
Threat0.006259101
Severe Toxicity0.0062561035
Low Tox 0.046120718 Low Con 0.28 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
I have test in June Should just study from this video??
I have test in June Should just study from this video??
Identity Attack0.007954539
Insult0.0129089095
Profanity0.02249157
Threat0.009566744
Severe Toxicity0.0027656555
Low Tox 0.046120718 Moderate Con 0.381 Question
May 12, 2025 Canadian Citizenship Test 2025 – …
They are literally everywhere 🤣5 million to every country and 500 million would still be left
They are literally everywhere 🤣5 million to every country and 500 million would still be left
Identity Attack0.010137413
Insult0.015948927
Profanity0.020373698
Threat0.0074954215
Severe Toxicity0.0020599365
Low Tox 0.046120718 Low Con 0.163 Humor_Satire
Sep 23, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Hey east Indians have given you Samosa Chicken tikka At a very affordable price If not have you tried Jalebi Rasgoola Gulab Jamun There is a silver lining too
Hey east Indians have given you Samosa Chicken tikka At a very affordable price If not have you tried Jalebi Rasgoola Gulab Jamun There is a silver lining too
Identity Attack0.031722516
Insult0.01838776
Profanity0.02249157
Threat0.008194493
Severe Toxicity0.0029945374
Low Tox 0.046120718 Moderate Con 0.488
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
🇨🇦IF you’re Canadian and struggling to find employment, post a video of yourself, your education level, your last job and THEN list companies you have applied to and have not heard back from.
🇨🇦IF you’re Canadian and struggling to find employment, post a video of yourself, your education level, your last job and THEN list companies you have applied to and have not heard back from.
Identity Attack0.025002124
Insult0.015796926
Profanity0.011031146
Threat0.006738094
Severe Toxicity0.0013828278
Low Tox 0.046120718 Constructive 0.576 Call_To_Action
Jan 6, 2026 13 likes Canada’s new rules in 2026
Even govt. knows 99.9% of asylum claims are bogus. There are professional story writers working openly in every major cities in Canada.
Even govt. knows 99.9% of asylum claims are bogus. There are professional story writers working openly in every major cities in Canada.
Identity Attack0.010433395
Insult0.022899706
Profanity0.012858666
Threat0.006155535
Severe Toxicity0.0009822845
Low Tox 0.046120718 Low Con 0.199 Unverified_Claim
Feb 25, 2026 'We do know that there's …
There are a lot of issues around immigration. Firstly, the IRCC filters receiving low skilled people, second most of them are located on main cities and provinces, most of the country is empty and finally …
There are a lot of issues around immigration. Firstly, the IRCC filters receiving low skilled people, second most of them are located on main cities and provinces, most of the country is empty and finally if you are gonna keep your traditions here, do it inside your four walls. I begin to understand why Québec is willing to be independent.
Identity Attack0.01857083
Insult0.019741343
Profanity0.010194245
Threat0.0062332097
Severe Toxicity0.0010919571
Low Tox 0.046120718 Constructive 0.68 Policy_Critique
Sep 6, 2025 2 likes Why Canadians Are Turning Against …
As a Canadian I'm so sad what our country has become, its heartbreaking 💔. Unfortunately we let everyone and their family in and our country has never been worse. No one can drive, Healthcare, our …
As a Canadian I'm so sad what our country has become, its heartbreaking 💔. Unfortunately we let everyone and their family in and our country has never been worse. No one can drive, Healthcare, our environment is being destroyed from them all. If you move here then change how you are as a person, learn the traditions of the country and respect it. Please pray for us
Identity Attack0.012641981
Insult0.020192537
Profanity0.0113044195
Threat0.0070552654
Severe Toxicity0.0013637543
Low Tox 0.046120718 Constructive 0.726 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
America what is our solution to this matter. How do you find the perfect balance with immigration?
America what is our solution to this matter. How do you find the perfect balance with immigration?
Identity Attack0.02439919
Insult0.0129089095
Profanity0.012107162
Threat0.006809296
Severe Toxicity0.0015640259
Low Tox 0.046120718 Moderate Con 0.352 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
One branch of my family came to Camada in the 1600's and married a woman of First Nation origin whose people had been here for centuries. I have no problem with immigrants to Canada. They …
One branch of my family came to Camada in the 1600's and married a woman of First Nation origin whose people had been here for centuries. I have no problem with immigrants to Canada. They have enriched our country.
Identity Attack0.037136484
Insult0.01640493
Profanity0.011611853
Threat0.006317357
Severe Toxicity0.0015926361
Low Tox 0.046120718 Constructive 0.762
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
It's no difference. Politicians do what they want to do anyway. That's the sad truth of democracy today.
It's no difference. Politicians do what they want to do anyway. That's the sad truth of democracy today.
Identity Attack0.006511623
Insult0.021546122
Profanity0.010979908
Threat0.006194372
Severe Toxicity0.00084400177
Low Tox 0.046120718 Low Con 0.29
Nov 17, 2025 Inside Canada's Indian Metropolis (Brampton)
The Liberals are spending billions to win votes. They don’t seem to prioritize Canadians’ long-term interests. Instead, it feels like they are focused on gaining power and using taxpayer money for their own benefit.
The Liberals are spending billions to win votes. They don’t seem to prioritize Canadians’ long-term interests. Instead, it feels like they are focused on gaining power and using taxpayer money for their own benefit.
Identity Attack0.012441003
Insult0.02373764
Profanity0.010228404
Threat0.0060778605
Severe Toxicity0.0009870529
Low Tox 0.046120718 Moderate Con 0.341 Policy_Critique
Feb 24, 2026 7 likes 'We do know that there's …
It's Trudeau's fault. He took 2 million per year instead of 200k. A lot have degrees from their country that's easy to obtain due to low standard & are here in government owned companies where …
It's Trudeau's fault. He took 2 million per year instead of 200k. A lot have degrees from their country that's easy to obtain due to low standard & are here in government owned companies where it's hard to fire d@mb workers because of Unions, getting high wages - so many have afforded expensive houses & luxury cars after living here in a year or two - this rarely happened in the past.
Identity Attack0.00449524
Insult0.02425329
Profanity0.010655395
Threat0.006550381
Severe Toxicity0.0010919571
Low Tox 0.046120718 Constructive 0.502 Unverified_Claim
Aug 24, 2025 172 likes Why Canadians Are Turning Against …
The immigration system has been broken since the late 1960's. "Betrayal & Deceit: The Politics of Canadian Immigration" ( 2000), by Charles M. Campbell.
The immigration system has been broken since the late 1960's. "Betrayal & Deceit: The Politics of Canadian Immigration" ( 2000), by Charles M. Campbell.
Identity Attack0.016259583
Insult0.018838953
Profanity0.011014067
Threat0.0067186756
Severe Toxicity0.0012588501
Low Tox 0.046120718 Moderate Con 0.347 Policy_Critique
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
🤣🤣🤣Innada🤣🤣🤣
🤣🤣🤣Innada🤣🤣🤣
Identity Attack0.0034592997
Insult0.02657372
Profanity0.04516909
Threat0.0063108844
Severe Toxicity0.0021839142
Low Tox 0.046120718 Moderate Con 0.352 Humor_Satire
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
I have worked here since the 90s.........25 years of work, was just fired and replaced with a temporary foreign worker in December 2025........im suing
I have worked here since the 90s.........25 years of work, was just fired and replaced with a temporary foreign worker in December 2025........im suing
Identity Attack0.01666154
Insult0.015264924
Profanity0.0117997285
Threat0.008492245
Severe Toxicity0.0013256073
Low Tox 0.046120718 Constructive 0.515
Jan 21, 2026 24 likes Why Canada’s immigration system has …
Guest is an immigration lawyer. Hardly a neutral observer.
Guest is an immigration lawyer. Hardly a neutral observer.
Identity Attack0.013445892
Insult0.02283525
Profanity0.010723713
Threat0.0059807673
Severe Toxicity0.0009393692
Low Tox 0.046120718 Moderate Con 0.306 Meta_Commentary
Jan 19, 2026 356 likes 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.