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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: "he is not a god …" 378 comments · Page 14 of 16
Canada must repeat what it did in the 1930's and the 1940's. Canada needs to bring 5 million immigrants from Eastern Europe, like Poland, Portugal, Romania, Ukraine, Russia, Serbia, Bosnia, Lithuania, Estonia, Hungary, Macedonia etc. …
Canada must repeat what it did in the 1930's and the 1940's. Canada needs to bring 5 million immigrants from Eastern Europe, like Poland, Portugal, Romania, Ukraine, Russia, Serbia, Bosnia, Lithuania, Estonia, Hungary, Macedonia etc. Just look at the Eastern Europeans in Canada, they and their Canadian born children and grandchildren have learned and speak English language fluently. In Canada, people speak English and French. The British and the French values must be upheld. God save the King.
Identity Attack0.031722516
Insult0.014580919
Profanity0.010365041
Threat0.007534259
Severe Toxicity0.0018882751
Low Tox 0.04711028 Constructive 0.54 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Politicians must Pray to a more Benevolent "GOD" that I do.
Politicians must Pray to a more Benevolent "GOD" that I do.
Identity Attack0.017364962
Insult0.015796926
Profanity0.0137468055
Threat0.0073918556
Severe Toxicity0.0018024445
Low Tox 0.046120718 Low Con 0.267 Meta_Commentary
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
My church in Brampton, they are desperately seeking to take it away from us. Constantly praying around our building. But in the name of Jesus! Our church will remain the cornerstone in that community. Gods …
My church in Brampton, they are desperately seeking to take it away from us. Constantly praying around our building. But in the name of Jesus! Our church will remain the cornerstone in that community. Gods vision has come to pass and will remain.
Identity Attack0.025605056
Insult0.013630914
Profanity0.012722028
Threat0.007365964
Severe Toxicity0.0015926361
Low Tox 0.045873325 Constructive 0.625 Identity_Assertion
Oct 2, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
HEY NEIGHBORS Y'ALL BETTER UNITE AND FIGHT FOR Y'ALLS COUNTRY BEFORE IT IS TO LATE. GOD BLESS FROM THE GOOD U.S.A.😇
HEY NEIGHBORS Y'ALL BETTER UNITE AND FIGHT FOR Y'ALLS COUNTRY BEFORE IT IS TO LATE. GOD BLESS FROM THE GOOD U.S.A.😇
Identity Attack0.009027477
Insult0.013326911
Profanity0.013951761
Threat0.011767523
Severe Toxicity0.0025558472
Low Tox 0.045625936 Moderate Con 0.438 Call_To_Action
Sep 9, 2025 2 likes Why Canadians Are Turning Against …
OH....MY.....GOD!!
OH....MY.....GOD!!
Identity Attack0.0076215584
Insult0.01309891
Profanity0.04366605
Threat0.008349842
Severe Toxicity0.003643036
Low Tox 0.044388983 Moderate Con 0.373 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
ohhh god
ohhh god
Identity Attack0.00776955
Insult0.013212911
Profanity0.043415543
Threat0.0076507707
Severe Toxicity0.002937317
Low Tox 0.0438942 Moderate Con 0.469
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Wait he prayed to hindu god lord krishna 12:45
Wait he prayed to hindu god lord krishna 12:45
Identity Attack0.035847444
Insult0.021675033
Profanity0.023994578
Threat0.011146127
Severe Toxicity0.0061035156
Low Tox 0.041915078 Low Con 0.211 Identity_Assertion
Feb 16, 2026 1 likes Inside Canada's Indian Invasion...
1. It's not just a right, rather it's a GOD given right. 2. The Government is not just selling the country out, rather, they already sold the country out.
1. It's not just a right, rather it's a GOD given right. 2. The Government is not just selling the country out, rather, they already sold the country out.
Identity Attack0.008361516
Insult0.01465692
Profanity0.013029462
Threat0.006770459
Severe Toxicity0.0011539459
Low Tox 0.03969839 Low Con 0.294 Moral_Argument
Aug 24, 2025 2 likes Why Canadians Are Turning Against …
12:40 Please pray to the only living true God Jesus Christ for your safety
12:40 Please pray to the only living true God Jesus Christ for your safety
Identity Attack0.01087737
Insult0.011198899
Profanity0.017162729
Threat0.010084574
Severe Toxicity0.002784729
Low Tox 0.03828422 Moderate Con 0.341
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I love Punjabis. They are the most humble and kind people to be around. Chardi Kala high spirits all around. I feel very good around them and don't feel judged. Being myself feels ok around …
I love Punjabis. They are the most humble and kind people to be around. Chardi Kala high spirits all around. I feel very good around them and don't feel judged. Being myself feels ok around them. They like to to take care of others. They will commonly ask you if you are OK and need water, food, anything. Langar/ community kichen is inbedded in culture and makes sure everyone eats in the same humble setting. They think communally and make sure to ask all parties how they feel about a particular topic, especially before making a decision. They appreciate when you try to understand them. They love when you speak their language. These people are blessed and I love them. I really hope that people bridge the gap between each other and love thy neighbour. God Bless Chardi Kala rahin.
Identity Attack0.020279141
Insult0.017614283
Profanity0.027547138
Threat0.00933372
Severe Toxicity0.0030708313
Low Tox 0.036870047 Constructive 0.817
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
"Another RC! My God!" 😂
"Another RC! My God!" 😂
Identity Attack0.0063266335
Insult0.013896915
Profanity0.018665737
Threat0.008129764
Severe Toxicity0.002040863
Low Tox 0.03639866 Moderate Con 0.382 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
Thank God Take birth control if there are too many in poor countries. Dump it there by air! regularily😂😂😂😂😂😂
Thank God Take birth control if there are too many in poor countries. Dump it there by air! regularily😂😂😂😂😂😂
Identity Attack0.0021052153
Insult0.002611604
Profanity0.00045627786
Threat0.014628023
Severe Toxicity0.000018632369
Low Tox 0.034747977 Humor_Satire
Apr 13, 2025
Doing gods work tyler
Doing gods work tyler
Identity Attack0.008139528
Insult0.0140109155
Profanity0.025360947
Threat0.0074306927
Severe Toxicity0.0021076202
Low Tox 0.034513097 Moderate Con 0.401 Solidarity
Jan 29, 2026 Inside Canada's Indian Invasion...
Thank you very much to the owner of this video. I passed my test God Bles.
Thank you very much to the owner of this video. I passed my test God Bles.
Identity Attack0.008768492
Insult0.011540901
Profanity0.022354934
Threat0.010472948
Severe Toxicity0.002670288
Low Tox 0.03015274 Constructive 0.511
Jan 13, 2026 2 likes Canadian Citizenship Test 2025 – …
His alive thank God... 😭👍
His alive thank God... 😭👍
Identity Attack0.0050687063
Insult0.010058892
Profanity0.017436003
Threat0.00948907
Severe Toxicity0.0024318695
Low Tox 0.02920996 Moderate Con 0.479 Meta_Commentary
Feb 9, 2026 Inside Canada's Indian Invasion...
Oh my god 💔💔💔💔💔💔
Oh my god 💔💔💔💔💔💔
Identity Attack0.0061416444
Insult0.009089886
Profanity0.022628209
Threat0.007857903
Severe Toxicity0.0022888184
Low Tox 0.028856417 Moderate Con 0.431 Moral_Argument
Feb 7, 2026 Inside Canada's Indian Invasion...
God bless him 2:02
God bless him 2:02
Identity Attack0.008768492
Insult0.010590895
Profanity0.020373698
Threat0.009929225
Severe Toxicity0.0027656555
Low Tox 0.02873857 Moderate Con 0.333 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
Oh my God
Oh my God
Identity Attack0.008139528
Insult0.009906891
Profanity0.024472807
Threat0.00780612
Severe Toxicity0.0022792816
Low Tox 0.02826718 Moderate Con 0.419
Nov 24, 2025 IRCC Names India in Study …
I really appreciate all your hard work,by watching your video I passed my test in 7 minutes,thank you so very much may God continue to bless!
I really appreciate all your hard work,by watching your video I passed my test in 7 minutes,thank you so very much may God continue to bless!
Identity Attack0.009767435
Insult0.010172892
Profanity0.021740068
Threat0.010447056
Severe Toxicity0.002632141
Low Tox 0.027913637 Constructive 0.636 Meta_Commentary
Dec 29, 2025 2 likes Canadian Citizenship Test 2025 – …
Thank god for you three 🙏 🙌 ❤️ Everything is so not going up going down a hole.
Thank god for you three 🙏 🙌 ❤️ Everything is so not going up going down a hole.
Identity Attack0.0022383702
Insult0.00979289
Profanity0.023379711
Threat0.007029374
Severe Toxicity0.0013065338
Low Tox 0.027913637 Moderate Con 0.489 Solidarity
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I LOVE Indians. They're great and amazing people. The concerns are influences and ideology, as what's currently ongoing in the west - but doesn't have to do with them, necessarily much at all. God bless …
I LOVE Indians. They're great and amazing people. The concerns are influences and ideology, as what's currently ongoing in the west - but doesn't have to do with them, necessarily much at all. God bless Indians. They push themselves hard in order to improve their lives and the lives of others around them.
Identity Attack0.018972786
Insult0.010894896
Profanity0.019690514
Threat0.00866054
Severe Toxicity0.002040863
Low Tox 0.027206551 Constructive 0.813 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
Jesus is the only true and living God!! For God so loved the world, that He gave His one and only Son, that whoever believes in Him shall not perish but have everlasting life! (John …
Jesus is the only true and living God!! For God so loved the world, that He gave His one and only Son, that whoever believes in Him shall not perish but have everlasting life! (John 3:16)
Identity Attack0.009915425
Insult0.009051885
Profanity0.012448754
Threat0.0071847234
Severe Toxicity0.001411438
Low Tox 0.025556687 Moderate Con 0.32 Advertisement_Spam
Feb 7, 2026 Inside Canada's Indian Invasion...
Earlier visa was based on interview, then only those who were eligible would get the visa, now anyone can get an online visa, it is only on the basis of documents and you already know …
Earlier visa was based on interview, then only those who were eligible would get the visa, now anyone can get an online visa, it is only on the basis of documents and you already know that here documents are made by paying money. Rest is in the hands of God
Identity Attack0.0076955543
Insult0.010856897
Profanity0.01220964
Threat0.0062332097
Severe Toxicity0.00096321106
Low Tox 0.025320992 Moderate Con 0.301 Policy_Critique
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
By god we shall have our county back.
By god we shall have our county back.
Identity Attack0.006474625
Insult0.009906891
Profanity0.015454767
Threat0.00713294
Severe Toxicity0.0014972687
Low Tox 0.025320992 Moderate Con 0.34 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
God said to take care of your own people and family before helping someone else or strangers , even though Jesus teaches us about charity and love of neighbour ,, but where do we stop …
God said to take care of your own people and family before helping someone else or strangers , even though Jesus teaches us about charity and love of neighbour ,, but where do we stop and consider what is going on ,
Identity Attack0.009545447
Insult0.010780896
Profanity0.011099464
Threat0.00598724
Severe Toxicity0.00077724457
Low Tox 0.024967449 Constructive 0.526 Moral_Argument
Aug 28, 2025 Why Canadians Are Turning Against …

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.