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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: "This is the work of …" 1,725 comments · Page 63 of 69
Atleast they’re working hard trying to provide for their families instead of “praying 12 hours a day”
Atleast they’re working hard trying to provide for their families instead of “praying 12 hours a day”
Identity Attack0.003366805
Insult0.014124917
Profanity0.010723713
Threat0.0058804373
Severe Toxicity0.0007390976
Low Tox 0.026263772 Moderate Con 0.308 Solidarity
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Thank you for this video...I did my test yesterday and got 20 out of 20....all my questions were from this video or along the lines....I watched this video about 5 times and it was really …
Thank you for this video...I did my test yesterday and got 20 out of 20....all my questions were from this video or along the lines....I watched this video about 5 times and it was really worth it....whenever you're driving or working you can just listen to the video and test yourself, trust me you won't regret it
Identity Attack0.004680229
Insult0.009906891
Profanity0.020510335
Threat0.00951496
Severe Toxicity0.0023555756
Low Tox 0.026145924 Constructive 0.711 Meta_Commentary
Dec 20, 2025 89 likes Canadian Citizenship Test 2025 – …
All work under the table money in downtown restaurants 8 dollar pls find work place owners owners
All work under the table money in downtown restaurants 8 dollar pls find work place owners owners
Identity Attack0.0027933381
Insult0.014504919
Profanity0.010023449
Threat0.005948403
Severe Toxicity0.00068187714
Low Tox 0.026028076 Moderate Con 0.381
Dec 29, 2025 IRCC Names India in Study …
All work under the table money in downtown restaurants 8 dollar pls find work place owners owners
All work under the table money in downtown restaurants 8 dollar pls find work place owners owners
Identity Attack0.0027933381
Insult0.014504919
Profanity0.010023449
Threat0.005948403
Severe Toxicity0.00068187714
Low Tox 0.026028076 Moderate Con 0.381
Dec 29, 2025 2 likes IRCC Names India in Study …
Anyone can tell me please if this freexashback app thing acc works?
Anyone can tell me please if this freexashback app thing acc works?
Identity Attack0.0054756827
Insult0.009678889
Profanity0.020988565
Threat0.008945347
Severe Toxicity0.0018405914
Low Tox 0.025910228 Moderate Con 0.335 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
Retired canadians RNs served canada 25 to 35 yrs and can not get a Doctor. We are not training our own young canadians, look how many doctors trained in canada are foreign. Also the doctors …
Retired canadians RNs served canada 25 to 35 yrs and can not get a Doctor. We are not training our own young canadians, look how many doctors trained in canada are foreign. Also the doctors that used to migrate in 70s, 80s 90s often British Scottish, Irish, South Africans with a different work ethic and most were surgeons and anesthesiologists or obstetricians. Great skill sets.
Identity Attack0.013948337
Insult0.012224905
Profanity0.00998929
Threat0.006039023
Severe Toxicity0.0009536743
Low Tox 0.025792383 Constructive 0.717 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
We are talking refugees here. Individual Immigrants get a work permit as part of their immigration and permanent residency package. Refugees get more benefits than Canadian citizens, Canadian senior citizens, and even Canadian Permanent Residents.
We are talking refugees here. Individual Immigrants get a work permit as part of their immigration and permanent residency package. Refugees get more benefits than Canadian citizens, Canadian senior citizens, and even Canadian Permanent Residents.
Identity Attack0.01766643
Insult0.010172892
Profanity0.00998929
Threat0.0060098954
Severe Toxicity0.000910759
Low Tox 0.025792383 Moderate Con 0.396
Dec 8, 2025 How much do refugees and …
Tyler, keep up the good work man. It's dangerous stuff man! But we do genuinely appreciate what you're doing for our nation - A friendly Army Vet
Tyler, keep up the good work man. It's dangerous stuff man! But we do genuinely appreciate what you're doing for our nation - A friendly Army Vet
Identity Attack0.0025713511
Insult0.011882903
Profanity0.0118338885
Threat0.008401625
Severe Toxicity0.0011110306
Low Tox 0.025674535 Constructive 0.645 Solidarity
Jan 27, 2026 8 likes Inside Canada's Indian Invasion...
My sister was going to immigrate to Australia from South Africa with her family. They expected her to be able to take care of them for 5yrs, have a certain amount of money to do …
My sister was going to immigrate to Australia from South Africa with her family. They expected her to be able to take care of them for 5yrs, have a certain amount of money to do so. That wasn't a problem as she owned a medical supply company and was a registered nurse,trained in Canada, worked in Florida for 5yrs. The only metric she didn't meet was age, she was over 45, rejected 😢
Identity Attack0.010729378
Insult0.010286893
Profanity0.010604155
Threat0.006168481
Severe Toxicity0.0007867813
Low Tox 0.025085296 Constructive 0.766 Personal_Narrative
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Its not broken its working as intended. They want this
Its not broken its working as intended. They want this
Identity Attack0.0040512653
Insult0.010476895
Profanity0.017094411
Threat0.00789674
Severe Toxicity0.001335144
Low Tox 0.025085296 Low Con 0.142
Jun 19, 2025 6 likes How Canada broke its immigration …
I bet many sre working for the AMAZON WAREHOUSE IN MY BACKYARD IN LA SALLE QUEBEC.
I bet many sre working for the AMAZON WAREHOUSE IN MY BACKYARD IN LA SALLE QUEBEC.
Identity Attack0.004643231
Insult0.013744914
Profanity0.011082385
Threat0.0067963502
Severe Toxicity0.001115799
Low Tox 0.025085296 Moderate Con 0.414 Economic_Argument
Jan 25, 2026 IRCC Names India in Study …
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 …
I was born in Canada and am a citizen who has paid all taxes on time and followed all the laws. I have been threatened by the government several times for no reason and when …
I was born in Canada and am a citizen who has paid all taxes on time and followed all the laws. I have been threatened by the government several times for no reason and when I suffered job loss, and EI ran out, was just told I was out of luck. I found work after going through my savings, but would have otherwise been homeless. THANKS CANADA.
Identity Attack0.0068446035
Insult0.012756908
Profanity0.009818493
Threat0.007081157
Severe Toxicity0.0011253357
Low Tox 0.025085296 Constructive 0.757
Feb 20, 2018 170 likes How much do refugees and …
They're all working in the Maritimes
They're all working in the Maritimes
Identity Attack0.009767435
Insult0.011882903
Profanity0.017094411
Threat0.0077802283
Severe Toxicity0.0014877319
Low Tox 0.024849601 Moderate Con 0.332 Unverified_Claim
Oct 1, 2025 IRCC Names India in Study …
How someone is surviving high inflation without work and even without work permit 😅
How someone is surviving high inflation without work and even without work permit 😅
Identity Attack0.0024973555
Insult0.011312899
Profanity0.012380436
Threat0.0060196044
Severe Toxicity0.00089645386
Low Tox 0.024731753 Moderate Con 0.319 Question
Sep 28, 2025 IRCC Names India in Study …
People work and spend and bring up economy. All this will eventually catch up and shrink the economy. Seen it happen one example is UK , Japan and USA. In a few years it will …
People work and spend and bring up economy. All this will eventually catch up and shrink the economy. Seen it happen one example is UK , Japan and USA. In a few years it will show
Identity Attack0.006363631
Insult0.010020891
Profanity0.011902207
Threat0.008466354
Severe Toxicity0.0011491776
Low Tox 0.02449606 Moderate Con 0.324 Economic_Argument
Nov 21, 2025 Quebec Ends Economic Immigration Program …
Canadian here, I love Indians, hard working people, respectful with a low crime rate, good food, good music, I love my Indian neighbours here in Canada, very peaceful and trustworthy and very educated.
Canadian here, I love Indians, hard working people, respectful with a low crime rate, good food, good music, I love my Indian neighbours here in Canada, very peaceful and trustworthy and very educated.
Identity Attack0.015757138
Insult0.010248893
Profanity0.015318131
Threat0.007948523
Severe Toxicity0.0017547607
Low Tox 0.02449606 Constructive 0.665 Solidarity
Feb 24, 2026 Inside Canada's Indian Invasion...
They atleast work, unlike other communities that take advantage of welfare
They atleast work, unlike other communities that take advantage of welfare
Identity Attack0.008768492
Insult0.010970897
Profanity0.010655395
Threat0.0057703983
Severe Toxicity0.00064373016
Low Tox 0.02449606 Moderate Con 0.302 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
They are working in Singh Hortons
They are working in Singh Hortons
Identity Attack0.0071035884
Insult0.012376905
Profanity0.018665737
Threat0.008246276
Severe Toxicity0.001745224
Low Tox 0.02449606 Moderate Con 0.353
Oct 5, 2025 23 likes IRCC Names India in Study …
Pls come to Alberta. They working in fast foods and they using the bank account to receive the paycheck deposited to their friends or family which is permanent residence or Canadian. They change location almost …
Pls come to Alberta. They working in fast foods and they using the bank account to receive the paycheck deposited to their friends or family which is permanent residence or Canadian. They change location almost every year.
Identity Attack0.00984143
Insult0.012148905
Profanity0.009681856
Threat0.0059937127
Severe Toxicity0.00084877014
Low Tox 0.024378212 Constructive 0.505 Unverified_Claim
Oct 2, 2025 IRCC Names India in Study …
Just make volunteering mandatory, if they can’t work and if they want free healthcare
Just make volunteering mandatory, if they can’t work and if they want free healthcare
Identity Attack0.0037552824
Insult0.0103248935
Profanity0.010604155
Threat0.00746953
Severe Toxicity0.00091552734
Low Tox 0.024378212 Low Con 0.223 Policy_Critique
Feb 23, 2026 9 likes 'We do know that there's …
Only a Year, and the same benifits. SET UP. !!! WE DONT GET A SET UP FOR WORKING ALLLLL OUR LIVES...
Only a Year, and the same benifits. SET UP. !!! WE DONT GET A SET UP FOR WORKING ALLLLL OUR LIVES...
Identity Attack0.0013596712
Insult0.010856897
Profanity0.01261955
Threat0.006382086
Severe Toxicity0.0011062622
Low Tox 0.024142517 Low Con 0.266
Jun 14, 2018 How much do refugees and …
Every student visa holder got a work visa. they took jobs from Canadian youths. All work visa holders which are students will be PR or refugees. Canadian government will continue to increase income tax. look …
Every student visa holder got a work visa. they took jobs from Canadian youths. All work visa holders which are students will be PR or refugees. Canadian government will continue to increase income tax. look at meat prices in canada, look at egg or milk price.
Identity Attack0.00984143
Insult0.011122898
Profanity0.00995513
Threat0.006149062
Severe Toxicity0.0009012222
Low Tox 0.023906821 Moderate Con 0.436
Jan 5, 2026 New rules, regulations take effect …
Keep up the good work you guys 💪
Keep up the good work you guys 💪
Identity Attack0.0055496786
Insult0.010552894
Profanity0.02167175
Threat0.009100696
Severe Toxicity0.00207901
Low Tox 0.023671126 Moderate Con 0.394 Solidarity
Feb 18, 2026 Canadian immigration officers investigating hundreds …
It's no missing,they are working with Fade ID,special nursing home and Hospital, mc.donald,Tim Hortons
It's no missing,they are working with Fade ID,special nursing home and Hospital, mc.donald,Tim Hortons
Identity Attack0.002552852
Insult0.013630914
Profanity0.010894509
Threat0.006356194
Severe Toxicity0.00076293945
Low Tox 0.02343543 Constructive 0.535 Unverified_Claim
Sep 29, 2025 IRCC Names India in Study …

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.