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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

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Active: "New Brunswick is the only …" 18 comments
We’re fed up also……New Brunswick!!! All Canadians are fed up…..send them back
We’re fed up also……New Brunswick!!! All Canadians are fed up…..send them back
Identity Attack0.41052565
Insult0.28586254
Profanity0.050930742
Threat0.019228047
Severe Toxicity0.018126737
Moderate 0.37795907 Moderate Con 0.384 Identity_Assertion
Aug 28, 2025 Why Canadians Are Turning Against …
💯 Here in Moncton New Brunswick Atlantic Canada some even have pic stickers of a terror organization the Khalistani group and AK47’s, yet our New Brunswick boomer led liberal dimwit MP smiles as they have …
💯 Here in Moncton New Brunswick Atlantic Canada some even have pic stickers of a terror organization the Khalistani group and AK47’s, yet our New Brunswick boomer led liberal dimwit MP smiles as they have now taken over all Tim’s,Wendy’s, MCD’s, Walmarts, gas stations, truck/Cab driving jobs. So you mean to tell me students turn into TFW just by coming to Canada then we have Haitians border jumping into Canada escaping ICE agents to claim asylum in Canada creating more refugee crisis’s on the already strained housing, healthcare and job market.
Identity Attack0.28034934
Insult0.40243408
Profanity0.12815644
Threat0.016120117
Severe Toxicity0.018384963
Moderate 0.37751234 Constructive 0.538 Unverified_Claim
Sep 28, 2025 IRCC Names India in Study …
Yep we are screwed big time, here in Moncton New Brunswick we only used to have a small number of Immigrants usually a mix of francophone students and refugees properly vetted by immigration. Jobs were …
Yep we are screwed big time, here in Moncton New Brunswick we only used to have a small number of Immigrants usually a mix of francophone students and refugees properly vetted by immigration. Jobs were available for everyone, a small example is the taxi cab drivers who were usually a mix of older semi retired Canadians, Sudanese and Syrian refugees who communicated well and tried to adapt to their new home, Canada. COVID hit and we started seeing Punjabi’s coming in unprecedented numbers, they say as students, from Brampton Ontario?Overnight all Walmart, Taxi/Truck Driving jobs, Tim Hortons, McDonalds were Punjabi jobs who do we blame? Rents are high, jobs once available are unavailable life has become hard where do we run same people voted again for the same government that has destroyed us 😢😢😢.
Identity Attack0.27662867
Insult0.28791866
Profanity0.33453682
Threat0.010550622
Severe Toxicity0.023076924
Moderate 0.36867723 Constructive 0.792
Jun 18, 2025 33 likes How Canada broke its immigration …
No more Indian international students they're now migrating to New Brunswick and are being hired as PSW with work permit. They're moving to Alberta, New Brunswick. Canada is a laughing stock for most immigrants.
No more Indian international students they're now migrating to New Brunswick and are being hired as PSW with work permit. They're moving to Alberta, New Brunswick. Canada is a laughing stock for most immigrants.
Identity Attack0.3817989
Insult0.16868424
Profanity0.019485557
Threat0.006602164
Severe Toxicity0.008735657
Moderate 0.32919475 Moderate Con 0.411
Nov 25, 2025 1 likes IRCC Names India in Study …
To be honest, the border is wayy too easy to cross. I literally crossed it by accident while fishing in New Brunswick, had no frkg idea until some Americans came by and noticed my accent😭
To be honest, the border is wayy too easy to cross. I literally crossed it by accident while fishing in New Brunswick, had no frkg idea until some Americans came by and noticed my accent😭
Identity Attack0.12208464
Insult0.0838533
Profanity0.34682226
Threat0.009903334
Severe Toxicity0.014963473
Low Tox 0.29771072 Moderate Con 0.465 Personal_Narrative
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
My uncle timmy still says we need more immigrants to make him coffee in timmy. Please bring in more immigrants to new brunswick. I hope new brunswick people won't find a job even to clean …
My uncle timmy still says we need more immigrants to make him coffee in timmy. Please bring in more immigrants to new brunswick. I hope new brunswick people won't find a job even to clean a toilet.
Identity Attack0.18468912
Insult0.14512913
Profanity0.023106437
Threat0.007819066
Severe Toxicity0.0051498413
Low Tox 0.25462922 Moderate Con 0.493
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
@tyleroliveira. You should come to New Brunswick sometime! It’s mini Brampton, you can’t go to a restaurant and get good food or quality service anywhere. They leer at our woman and children at parks and …
@tyleroliveira. You should come to New Brunswick sometime! It’s mini Brampton, you can’t go to a restaurant and get good food or quality service anywhere. They leer at our woman and children at parks and litter everywhere they go. Let alone the amount of people driving the WRONG WAY on roads and in traffic cycles and this is including transport trucks! Companies only hiring Indians to get a tax cut. It’s a great time - come on by!
Identity Attack0.22783615
Insult0.081508696
Profanity0.01893901
Threat0.008129764
Severe Toxicity0.00579834
Low Tox 0.2312681 Constructive 0.585 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Bro you got no idea being from BC to moving across the country to New Brunswick you see how much this video is true!!!! But it goes so much deeper!!!!!!
Bro you got no idea being from BC to moving across the country to New Brunswick you see how much this video is true!!!! But it goes so much deeper!!!!!!
Identity Attack0.008953481
Insult0.03665562
Profanity0.022013342
Threat0.007534259
Severe Toxicity0.0037574768
Low Tox 0.11652588 Constructive 0.583 Personal_Narrative
Feb 6, 2026 Inside Canada's Indian Invasion...
In New Brunswick, the fast foods runs on Indian labor. You will notice that they all speak English. As someone who experienced the Canadian immigration system, I can tell you that the way they are …
In New Brunswick, the fast foods runs on Indian labor. You will notice that they all speak English. As someone who experienced the Canadian immigration system, I can tell you that the way they are doing it is far superiors the way the US does it. They actually try to determine if you're going to be a detriment to the society you're moving into. For example, if you are unable to prove that you won't be financially reliant on the state, they won't let you in. There are probably exceptions for refugees.
Identity Attack0.08583717
Insult0.046178754
Profanity0.018529098
Threat0.0076637166
Severe Toxicity0.0032424927
Low Tox 0.11347008 Constructive 0.687
Jan 27, 2026 Inside Canada's Indian Invasion...
Based on the number of people from India driving around New Brunswick with vehicles displaying Ontario plates, I would say a great number of those missing students are living here now.
Based on the number of people from India driving around New Brunswick with vehicles displaying Ontario plates, I would say a great number of those missing students are living here now.
Identity Attack0.04512853
Insult0.0198058
Profanity0.012175481
Threat0.006874025
Severe Toxicity0.0016784668
Low Tox 0.063027434 Constructive 0.631
Sep 28, 2025 173 likes IRCC Names India in Study …
I've seen many videos like this on Youtube . After Indian Canadian , The most common ethnic groups I saw in Canada were Arabs and Africans . There are especially many Arabs in the French-speaking …
I've seen many videos like this on Youtube . After Indian Canadian , The most common ethnic groups I saw in Canada were Arabs and Africans . There are especially many Arabs in the French-speaking provinces of Canada , such as Montreal , Quebec , Ontario and New Brunswick. And some of the Arabs there even speak Amazigh , a North African language , among themselves.
Identity Attack0.060220852
Insult0.014162917
Profanity0.016752819
Threat0.0073918556
Severe Toxicity0.0020503998
Low Tox 0.050821137 Constructive 0.609 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
#13 is incorrect. The correct answer is New Brunswick
#13 is incorrect. The correct answer is New Brunswick
Identity Attack0.0053276913
Insult0.011844902
Profanity0.0128245065
Threat0.0074565844
Severe Toxicity0.0010824203
Low Tox 0.025910228 Low Con 0.22 Meta_Commentary
Nov 25, 2025 1 likes Canadian Citizenship Test 2025 – …
This reminds me of the Nova Scotia and new Brunswick border during covid 19!!! I live in new Brunswicks and to be allowed in Nova Scotia for end of life visit l had apply for …
This reminds me of the Nova Scotia and new Brunswick border during covid 19!!! I live in new Brunswicks and to be allowed in Nova Scotia for end of life visit l had apply for a expetion to avoid a month quarantine to dr Robert strange personality and he denied!!!! So who cares what President Donald Trump says let's arrest dr Robert strange!!!!!! Nova Scotia tooooppppppppppppppppp doctor!!!!!
Identity Attack0.00032591706
Insult0.003249761
Profanity0.00015556572
Threat0.007385208
Severe Toxicity0.000010820748
Low Tox 0.022022238
Dec 8, 2025 8 likes
One of the answers was wrong. The most bilingual province is not Quebec. It is New Brunswick.
One of the answers was wrong. The most bilingual province is not Quebec. It is New Brunswick.
Identity Attack0.006474625
Insult0.009070885
Profanity0.009519599
Threat0.0058577824
Severe Toxicity0.00061511993
Low Tox 0.015142105 Moderate Con 0.327
Jul 24, 2025 3 likes Canadian Citizenship Test 2025 – …
Question 13 is wrong based on the book, Quebec is not a bilingual city, and I can't find that answer on page 47, and the right answer is New Brunswick.
Question 13 is wrong based on the book, Quebec is not a bilingual city, and I can't find that answer on page 47, and the right answer is New Brunswick.
Identity Attack0.0041992567
Insult0.007911879
Profanity0.0091609275
Threat0.00598724
Severe Toxicity0.0005364418
Low Tox 0.011435116 Constructive 0.582 Meta_Commentary
Jun 4, 2025 2 likes Canadian Citizenship Test 2025 – …
Question 13 , the correct answer is New Brunswick not Quebec
Question 13 , the correct answer is New Brunswick not Quebec
Identity Attack0.003884775
Insult0.0073988754
Profanity0.009169468
Threat0.0059095654
Severe Toxicity0.00056028366
Low Tox 0.01024134 Low Con 0.275 Meta_Commentary
Jul 1, 2025 1 likes Canadian Citizenship Test 2025 – …
New Brunswick is the only officially bilingual province in Canada.
New Brunswick is the only officially bilingual province in Canada.
Identity Attack0.0051427023
Insult0.0070663732
Profanity0.009733095
Threat0.006045496
Severe Toxicity0.00061511993
Low Tox 0.008544922 Low Con 0.201 Question
Feb 10, 2026 3 likes Canadian Citizenship Test 2025 – …
No.13 - New Brunswick, no Quebec
No.13 - New Brunswick, no Quebec
Identity Attack0.0013689207
Insult0.0060973675
Profanity0.008862034
Threat0.005670069
Severe Toxicity0.00040769577
Low Tox 0.004523782 Low Con 0.251
Jul 22, 2025 1 likes Canadian Citizenship Test 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.