From ebf35d4806b6e9c9e6e81764c963204c1d8aefe3 Mon Sep 17 00:00:00 2001 From: seanprashad Date: Sun, 10 Dec 2023 12:02:39 +0000 Subject: [PATCH 1/8] Update questions via run-cron GitHub Action --- src/data/questions.json | 1021 +++++++++++++++++++++------------------ 1 file changed, 538 insertions(+), 483 deletions(-) diff --git a/src/data/questions.json b/src/data/questions.json index d94fadeb..00a70b89 100644 --- a/src/data/questions.json +++ b/src/data/questions.json @@ -1,5 +1,5 @@ { - "updated": "2023-12-03T12:02:35.110754", + "updated": "2023-12-10T12:02:38.479152", "data": [ { "id": 0, @@ -14,22 +14,22 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 9 + "frequency": 10 }, { "name": "Apple", "slug": "apple", - "frequency": 8 + "frequency": 7 }, { "name": "Google", "slug": "google", - "frequency": 6 + "frequency": 5 }, { "name": "Microsoft", "slug": "microsoft", - "frequency": 6 + "frequency": 5 }, { "name": "Facebook", @@ -127,7 +127,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 7 + "frequency": 6 }, { "name": "Apple", @@ -172,14 +172,14 @@ "premium": false, "companies": [ { - "name": "Asana", - "slug": "asana", + "name": "Amazon", + "slug": "amazon", "frequency": 8 }, { - "name": "Amazon", - "slug": "amazon", - "frequency": 7 + "name": "Asana", + "slug": "asana", + "frequency": 8 }, { "name": "Apple", @@ -191,14 +191,19 @@ "slug": "facebook", "frequency": 5 }, + { + "name": "Google", + "slug": "google", + "frequency": 4 + }, { "name": "Bloomberg", "slug": "bloomberg", "frequency": 4 }, { - "name": "Google", - "slug": "google", + "name": "Microsoft", + "slug": "microsoft", "frequency": 3 }, { @@ -211,11 +216,6 @@ "slug": "tiktok", "frequency": 3 }, - { - "name": "Microsoft", - "slug": "microsoft", - "frequency": 2 - }, { "name": "Adobe", "slug": "adobe", @@ -268,16 +268,16 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 18 - }, - { - "name": "Yahoo", - "slug": "yahoo", - "frequency": 4 + "frequency": 17 }, { "name": "Adobe", "slug": "adobe", + "frequency": 5 + }, + { + "name": "Yahoo", + "slug": "yahoo", "frequency": 4 }, { @@ -330,7 +330,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 7 + "frequency": 6 }, { "name": "Apple", @@ -352,22 +352,22 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 8 + "frequency": 9 }, { "name": "Adobe", "slug": "adobe", - "frequency": 8 + "frequency": 7 }, { - "name": "Apple", - "slug": "apple", + "name": "Facebook", + "slug": "facebook", "frequency": 5 }, { - "name": "Facebook", - "slug": "facebook", - "frequency": 4 + "name": "Apple", + "slug": "apple", + "frequency": 5 }, { "name": "Uber", @@ -399,12 +399,12 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 17 + "frequency": 15 }, { "name": "Apple", "slug": "apple", - "frequency": 8 + "frequency": 7 }, { "name": "Adobe", @@ -434,6 +434,11 @@ { "name": "Facebook", "slug": "facebook", + "frequency": 3 + }, + { + "name": "Epic Systems", + "slug": "epic-systems", "frequency": 2 }, { @@ -452,13 +457,13 @@ "frequency": 2 }, { - "name": "MakeMyTrip", - "slug": "makemytrip", + "name": "Accenture", + "slug": "accenture", "frequency": 2 }, { - "name": "Epic Systems", - "slug": "epic-systems", + "name": "MakeMyTrip", + "slug": "makemytrip", "frequency": 2 }, { @@ -481,7 +486,7 @@ { "name": "Google", "slug": "google", - "frequency": 9 + "frequency": 8 }, { "name": "Cisco", @@ -491,12 +496,12 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 7 + "frequency": 6 }, { "name": "Apple", "slug": "apple", - "frequency": 7 + "frequency": 6 }, { "name": "Microsoft", @@ -538,12 +543,12 @@ { "name": "Bloomberg", "slug": "bloomberg", - "frequency": 8 + "frequency": 9 }, { "name": "Facebook", "slug": "facebook", - "frequency": 7 + "frequency": 8 }, { "name": "TikTok", @@ -560,6 +565,11 @@ "slug": "uber", "frequency": 5 }, + { + "name": "Google", + "slug": "google", + "frequency": 4 + }, { "name": "Amazon", "slug": "amazon", @@ -570,11 +580,6 @@ "slug": "snapchat", "frequency": 4 }, - { - "name": "Google", - "slug": "google", - "frequency": 3 - }, { "name": "Oracle", "slug": "oracle", @@ -605,7 +610,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 10 + "frequency": 11 }, { "name": "Netflix", @@ -618,30 +623,25 @@ "frequency": 6 }, { - "name": "Morgan Stanley", - "slug": "morgan-stanley", + "name": "Google", + "slug": "google", "frequency": 3 }, { - "name": "Google", - "slug": "google", - "frequency": 2 + "name": "Morgan Stanley", + "slug": "morgan-stanley", + "frequency": 3 }, { - "name": "Databricks", - "slug": "databricks", - "frequency": 2 + "name": "Nutanix", + "slug": "nutanix", + "frequency": 3 }, { "name": "Apple", "slug": "apple", "frequency": 2 }, - { - "name": "Nutanix", - "slug": "nutanix", - "frequency": 2 - }, { "name": "Roblox", "slug": "roblox", @@ -652,6 +652,11 @@ "slug": "adobe", "frequency": 2 }, + { + "name": "Databricks", + "slug": "databricks", + "frequency": 2 + }, { "name": "Facebook", "slug": "facebook", @@ -677,17 +682,17 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 14 + "frequency": 16 }, { "name": "Google", "slug": "google", - "frequency": 7 + "frequency": 8 }, { "name": "Adobe", "slug": "adobe", - "frequency": 7 + "frequency": 8 }, { "name": "Bloomberg", @@ -697,23 +702,23 @@ { "name": "Microsoft", "slug": "microsoft", - "frequency": 3 - }, - { - "name": "Yahoo", - "slug": "yahoo", - "frequency": 3 + "frequency": 4 }, { "name": "Facebook", "slug": "facebook", - "frequency": 2 + "frequency": 3 }, { "name": "Uber", "slug": "uber", "frequency": 2 }, + { + "name": "Yahoo", + "slug": "yahoo", + "frequency": 2 + }, { "name": "Apple", "slug": "apple", @@ -748,14 +753,14 @@ "premium": false, "companies": [ { - "name": "Amazon", - "slug": "amazon", + "name": "Facebook", + "slug": "facebook", "frequency": 9 }, { - "name": "Facebook", - "slug": "facebook", - "frequency": 8 + "name": "Amazon", + "slug": "amazon", + "frequency": 9 }, { "name": "Google", @@ -765,7 +770,7 @@ { "name": "Apple", "slug": "apple", - "frequency": 3 + "frequency": 4 }, { "name": "Yahoo", @@ -992,6 +997,11 @@ "slug": "yahoo", "frequency": 2 }, + { + "name": "Salesforce", + "slug": "salesforce", + "frequency": 2 + }, { "name": "Adobe", "slug": "adobe", @@ -1118,6 +1128,11 @@ "slug": "tesla", "frequency": 2 }, + { + "name": "Visa", + "slug": "visa", + "frequency": 2 + }, { "name": "JPMorgan", "slug": "jpmorgan", @@ -1172,22 +1187,22 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 5 + "frequency": 4 }, { "name": "Apple", "slug": "apple", - "frequency": 3 - }, - { - "name": "Adobe", - "slug": "adobe", - "frequency": 3 + "frequency": 2 }, { "name": "Uber", "slug": "uber", "frequency": 2 + }, + { + "name": "Adobe", + "slug": "adobe", + "frequency": 2 } ] }, @@ -1204,17 +1219,17 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 21 + "frequency": 23 }, { "name": "Amazon", "slug": "amazon", - "frequency": 11 + "frequency": 13 }, { "name": "Apple", "slug": "apple", - "frequency": 6 + "frequency": 8 }, { "name": "Google", @@ -1236,11 +1251,6 @@ "slug": "epic-systems", "frequency": 3 }, - { - "name": "Tesla", - "slug": "tesla", - "frequency": 3 - }, { "name": "Pinterest", "slug": "pinterest", @@ -1251,6 +1261,11 @@ "slug": "uber", "frequency": 2 }, + { + "name": "Tesla", + "slug": "tesla", + "frequency": 2 + }, { "name": "Microsoft", "slug": "microsoft", @@ -1294,6 +1309,11 @@ "slug": "google", "frequency": 3 }, + { + "name": "Apple", + "slug": "apple", + "frequency": 3 + }, { "name": "Adobe", "slug": "adobe", @@ -1304,11 +1324,6 @@ "slug": "microsoft", "frequency": 2 }, - { - "name": "Apple", - "slug": "apple", - "frequency": 2 - }, { "name": "Riot Games", "slug": "riot-games", @@ -1323,11 +1338,6 @@ "name": "Cadence", "slug": "cadence", "frequency": 2 - }, - { - "name": "Bloomberg", - "slug": "bloomberg", - "frequency": 2 } ] }, @@ -1394,14 +1404,14 @@ "frequency": 9 }, { - "name": "Adobe", - "slug": "adobe", + "name": "Apple", + "slug": "apple", "frequency": 8 }, { - "name": "Apple", - "slug": "apple", - "frequency": 7 + "name": "Adobe", + "slug": "adobe", + "frequency": 8 }, { "name": "Yahoo", @@ -1424,14 +1434,14 @@ "frequency": 4 }, { - "name": "Accenture", - "slug": "accenture", + "name": "Facebook", + "slug": "facebook", "frequency": 4 }, { - "name": "Facebook", - "slug": "facebook", - "frequency": 3 + "name": "Accenture", + "slug": "accenture", + "frequency": 4 }, { "name": "Uber", @@ -1468,12 +1478,12 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 8 + "frequency": 9 }, { "name": "Google", "slug": "google", - "frequency": 7 + "frequency": 8 }, { "name": "Apple", @@ -1540,16 +1550,16 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 38 + "frequency": 36 }, { - "name": "Adobe", - "slug": "adobe", + "name": "Apple", + "slug": "apple", "frequency": 12 }, { - "name": "Apple", - "slug": "apple", + "name": "Adobe", + "slug": "adobe", "frequency": 11 }, { @@ -1583,8 +1593,8 @@ "frequency": 5 }, { - "name": "Uber", - "slug": "uber", + "name": "Nvidia", + "slug": "nvidia", "frequency": 4 }, { @@ -1598,8 +1608,18 @@ "frequency": 3 }, { - "name": "Nvidia", - "slug": "nvidia", + "name": "Uber", + "slug": "uber", + "frequency": 3 + }, + { + "name": "Salesforce", + "slug": "salesforce", + "frequency": 3 + }, + { + "name": "Accenture", + "slug": "accenture", "frequency": 3 }, { @@ -1627,11 +1647,6 @@ "slug": "sap", "frequency": 2 }, - { - "name": "Salesforce", - "slug": "salesforce", - "frequency": 2 - }, { "name": "Intel", "slug": "intel", @@ -1642,6 +1657,11 @@ "slug": "visa", "frequency": 2 }, + { + "name": "tcs", + "slug": "tcs", + "frequency": 2 + }, { "name": "Infosys", "slug": "infosys", @@ -1667,11 +1687,6 @@ "slug": "walmart-labs", "frequency": 2 }, - { - "name": "tcs", - "slug": "tcs", - "frequency": 2 - }, { "name": "Tinkoff", "slug": "tinkoff", @@ -1697,7 +1712,7 @@ { "name": "Microsoft", "slug": "microsoft", - "frequency": 9 + "frequency": 10 }, { "name": "Apple", @@ -1813,6 +1828,11 @@ "slug": "databricks", "frequency": 3 }, + { + "name": "Microsoft", + "slug": "microsoft", + "frequency": 2 + }, { "name": "TikTok", "slug": "tiktok", @@ -1900,7 +1920,7 @@ { "name": "Microsoft", "slug": "microsoft", - "frequency": 2 + "frequency": 3 }, { "name": "Uber", @@ -2041,14 +2061,14 @@ "slug": "cisco", "frequency": 18 }, - { - "name": "Google", - "slug": "google", - "frequency": 12 - }, { "name": "Adobe", "slug": "adobe", + "frequency": 13 + }, + { + "name": "Google", + "slug": "google", "frequency": 12 }, { @@ -2071,11 +2091,6 @@ "slug": "microsoft", "frequency": 5 }, - { - "name": "Uber", - "slug": "uber", - "frequency": 4 - }, { "name": "Goldman Sachs", "slug": "goldman-sachs", @@ -2091,6 +2106,11 @@ "slug": "facebook", "frequency": 3 }, + { + "name": "Uber", + "slug": "uber", + "frequency": 3 + }, { "name": "Bloomberg", "slug": "bloomberg", @@ -2256,6 +2276,11 @@ "slug": "oracle", "frequency": 2 }, + { + "name": "Bloomberg", + "slug": "bloomberg", + "frequency": 2 + }, { "name": "Flipkart", "slug": "flipkart", @@ -2276,16 +2301,16 @@ { "name": "Google", "slug": "google", - "frequency": 8 - }, - { - "name": "Amazon", - "slug": "amazon", - "frequency": 5 + "frequency": 7 }, { "name": "Adobe", "slug": "adobe", + "frequency": 6 + }, + { + "name": "Amazon", + "slug": "amazon", "frequency": 5 }, { @@ -2342,8 +2367,8 @@ "frequency": 3 }, { - "name": "Google", - "slug": "google", + "name": "Microsoft", + "slug": "microsoft", "frequency": 3 }, { @@ -2362,8 +2387,8 @@ "frequency": 3 }, { - "name": "Microsoft", - "slug": "microsoft", + "name": "Google", + "slug": "google", "frequency": 2 }, { @@ -2406,7 +2431,7 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 3 + "frequency": 4 }, { "name": "Google", @@ -2516,6 +2541,11 @@ "slug": "amazon", "frequency": 3 }, + { + "name": "Visa", + "slug": "visa", + "frequency": 2 + }, { "name": "Adobe", "slug": "adobe", @@ -2564,7 +2594,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 4 + "frequency": 3 }, { "name": "Bloomberg", @@ -2612,11 +2642,6 @@ "name": "Uber", "slug": "uber", "frequency": 2 - }, - { - "name": "Oracle", - "slug": "oracle", - "frequency": 2 } ] }, @@ -2645,20 +2670,20 @@ "slug": "bloomberg", "frequency": 6 }, - { - "name": "Adobe", - "slug": "adobe", - "frequency": 6 - }, { "name": "Apple", "slug": "apple", "frequency": 5 }, + { + "name": "Adobe", + "slug": "adobe", + "frequency": 5 + }, { "name": "Google", "slug": "google", - "frequency": 4 + "frequency": 3 }, { "name": "Yandex", @@ -2700,7 +2725,7 @@ { "name": "Apple", "slug": "apple", - "frequency": 5 + "frequency": 4 }, { "name": "Microsoft", @@ -2712,16 +2737,16 @@ "slug": "uber", "frequency": 4 }, - { - "name": "Bloomberg", - "slug": "bloomberg", - "frequency": 3 - }, { "name": "Yandex", "slug": "yandex", "frequency": 3 }, + { + "name": "Bloomberg", + "slug": "bloomberg", + "frequency": 2 + }, { "name": "Adobe", "slug": "adobe", @@ -2797,17 +2822,17 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 27 + "frequency": 29 }, { "name": "Apple", "slug": "apple", - "frequency": 13 + "frequency": 14 }, { "name": "Bloomberg", "slug": "bloomberg", - "frequency": 10 + "frequency": 11 }, { "name": "Google", @@ -2822,7 +2847,7 @@ { "name": "Microsoft", "slug": "microsoft", - "frequency": 6 + "frequency": 5 }, { "name": "Uber", @@ -2941,7 +2966,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 2 + "frequency": 3 }, { "name": "Apple", @@ -3022,7 +3047,7 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 14 + "frequency": 15 }, { "name": "ThousandEyes", @@ -3052,6 +3077,11 @@ "slug": "tiktok", "frequency": 2 }, + { + "name": "Google", + "slug": "google", + "frequency": 2 + }, { "name": "Intuit", "slug": "intuit", @@ -3071,40 +3101,40 @@ "difficulty": "Medium", "premium": false, "companies": [ - { - "name": "Amazon", - "slug": "amazon", - "frequency": 24 - }, { "name": "Facebook", "slug": "facebook", + "frequency": 28 + }, + { + "name": "Amazon", + "slug": "amazon", "frequency": 23 }, { "name": "Bloomberg", "slug": "bloomberg", - "frequency": 14 + "frequency": 13 }, { - "name": "Google", - "slug": "google", + "name": "TikTok", + "slug": "tiktok", "frequency": 12 }, { - "name": "TikTok", - "slug": "tiktok", + "name": "Google", + "slug": "google", "frequency": 11 }, { - "name": "Yandex", - "slug": "yandex", + "name": "Microsoft", + "slug": "microsoft", "frequency": 6 }, { - "name": "Microsoft", - "slug": "microsoft", - "frequency": 5 + "name": "Yandex", + "slug": "yandex", + "frequency": 6 }, { "name": "Goldman Sachs", @@ -3112,9 +3142,9 @@ "frequency": 5 }, { - "name": "Apple", - "slug": "apple", - "frequency": 5 + "name": "LinkedIn", + "slug": "linkedin", + "frequency": 4 }, { "name": "Adobe", @@ -3122,8 +3152,8 @@ "frequency": 4 }, { - "name": "LinkedIn", - "slug": "linkedin", + "name": "Oracle", + "slug": "oracle", "frequency": 3 }, { @@ -3147,8 +3177,8 @@ "frequency": 2 }, { - "name": "Oracle", - "slug": "oracle", + "name": "Apple", + "slug": "apple", "frequency": 2 }, { @@ -3237,6 +3267,11 @@ "slug": "adobe", "frequency": 5 }, + { + "name": "Amazon", + "slug": "amazon", + "frequency": 4 + }, { "name": "Facebook", "slug": "facebook", @@ -3253,9 +3288,9 @@ "frequency": 3 }, { - "name": "Amazon", - "slug": "amazon", - "frequency": 3 + "name": "Arista Networks", + "slug": "arista-networks", + "frequency": 2 } ] }, @@ -3301,16 +3336,16 @@ "difficulty": "Medium", "premium": false, "companies": [ - { - "name": "Amazon", - "slug": "amazon", - "frequency": 4 - }, { "name": "Bloomberg", "slug": "bloomberg", "frequency": 4 }, + { + "name": "Amazon", + "slug": "amazon", + "frequency": 3 + }, { "name": "Adobe", "slug": "adobe", @@ -3400,11 +3435,6 @@ "slug": "commvault", "frequency": 4 }, - { - "name": "Uber", - "slug": "uber", - "frequency": 3 - }, { "name": "Adobe", "slug": "adobe", @@ -3420,6 +3450,11 @@ "slug": "apple", "frequency": 2 }, + { + "name": "Uber", + "slug": "uber", + "frequency": 2 + }, { "name": "Tesla", "slug": "tesla", @@ -3447,11 +3482,6 @@ "slug": "amazon", "frequency": 15 }, - { - "name": "Adobe", - "slug": "adobe", - "frequency": 9 - }, { "name": "Apple", "slug": "apple", @@ -3462,10 +3492,15 @@ "slug": "google", "frequency": 9 }, + { + "name": "Adobe", + "slug": "adobe", + "frequency": 8 + }, { "name": "Microsoft", "slug": "microsoft", - "frequency": 7 + "frequency": 8 }, { "name": "Facebook", @@ -3488,13 +3523,13 @@ "frequency": 4 }, { - "name": "Bloomberg", - "slug": "bloomberg", + "name": "Yahoo", + "slug": "yahoo", "frequency": 2 }, { - "name": "Yahoo", - "slug": "yahoo", + "name": "Bloomberg", + "slug": "bloomberg", "frequency": 2 }, { @@ -3566,7 +3601,7 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 20 + "frequency": 22 }, { "name": "TikTok", @@ -3583,16 +3618,16 @@ "slug": "bloomberg", "frequency": 6 }, - { - "name": "Apple", - "slug": "apple", - "frequency": 5 - }, { "name": "Microsoft", "slug": "microsoft", "frequency": 4 }, + { + "name": "Apple", + "slug": "apple", + "frequency": 4 + }, { "name": "Google", "slug": "google", @@ -3608,6 +3643,11 @@ "slug": "tesla", "frequency": 3 }, + { + "name": "Oracle", + "slug": "oracle", + "frequency": 2 + }, { "name": "Adobe", "slug": "adobe", @@ -3687,18 +3727,18 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 46 - }, - { - "name": "Amazon", - "slug": "amazon", - "frequency": 16 + "frequency": 49 }, { "name": "Bloomberg", "slug": "bloomberg", "frequency": 15 }, + { + "name": "Amazon", + "slug": "amazon", + "frequency": 14 + }, { "name": "Google", "slug": "google", @@ -3707,21 +3747,21 @@ { "name": "Apple", "slug": "apple", - "frequency": 9 + "frequency": 8 }, { "name": "Microsoft", "slug": "microsoft", - "frequency": 6 - }, - { - "name": "Roblox", - "slug": "roblox", - "frequency": 6 + "frequency": 7 }, { "name": "TikTok", "slug": "tiktok", + "frequency": 7 + }, + { + "name": "Roblox", + "slug": "roblox", "frequency": 6 }, { @@ -3754,16 +3794,16 @@ "slug": "netflix", "frequency": 3 }, - { - "name": "Yahoo", - "slug": "yahoo", - "frequency": 3 - }, { "name": "Tesco", "slug": "tesco", "frequency": 3 }, + { + "name": "Yahoo", + "slug": "yahoo", + "frequency": 2 + }, { "name": "Nvidia", "slug": "nvidia", @@ -3774,11 +3814,6 @@ "slug": "yandex", "frequency": 2 }, - { - "name": "ServiceNow", - "slug": "servicenow", - "frequency": 2 - }, { "name": "JPMorgan", "slug": "jpmorgan", @@ -3794,6 +3829,11 @@ "slug": "ozon", "frequency": 2 }, + { + "name": "ServiceNow", + "slug": "servicenow", + "frequency": 2 + }, { "name": "Grammarly", "slug": "grammarly", @@ -3819,7 +3859,7 @@ { "name": "Yandex", "slug": "yandex", - "frequency": 5 + "frequency": 6 }, { "name": "Uber", @@ -3881,36 +3921,36 @@ "slug": "google", "frequency": 11 }, - { - "name": "IBM", - "slug": "ibm", - "frequency": 10 - }, { "name": "Facebook", "slug": "facebook", - "frequency": 8 + "frequency": 10 }, { "name": "TikTok", "slug": "tiktok", - "frequency": 8 + "frequency": 10 + }, + { + "name": "IBM", + "slug": "ibm", + "frequency": 10 }, { "name": "Bloomberg", "slug": "bloomberg", "frequency": 7 }, - { - "name": "Amazon", - "slug": "amazon", - "frequency": 4 - }, { "name": "Oracle", "slug": "oracle", "frequency": 4 }, + { + "name": "Amazon", + "slug": "amazon", + "frequency": 3 + }, { "name": "Yandex", "slug": "yandex", @@ -3919,7 +3959,7 @@ { "name": "Apple", "slug": "apple", - "frequency": 2 + "frequency": 3 }, { "name": "Salesforce", @@ -4061,11 +4101,6 @@ "name": "Bloomberg", "slug": "bloomberg", "frequency": 2 - }, - { - "name": "Google", - "slug": "google", - "frequency": 2 } ] }, @@ -4082,7 +4117,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 4 + "frequency": 5 } ] }, @@ -4099,12 +4134,12 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 12 + "frequency": 11 }, { "name": "Bloomberg", "slug": "bloomberg", - "frequency": 4 + "frequency": 3 }, { "name": "Adobe", @@ -4178,7 +4213,7 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 29 + "frequency": 32 }, { "name": "Amazon", @@ -4190,6 +4225,11 @@ "slug": "apple", "frequency": 7 }, + { + "name": "Adobe", + "slug": "adobe", + "frequency": 3 + }, { "name": "Bloomberg", "slug": "bloomberg", @@ -4200,11 +4240,6 @@ "slug": "microsoft", "frequency": 2 }, - { - "name": "Adobe", - "slug": "adobe", - "frequency": 2 - }, { "name": "TikTok", "slug": "tiktok", @@ -4225,7 +4260,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 10 + "frequency": 11 }, { "name": "Facebook", @@ -4245,7 +4280,7 @@ { "name": "Microsoft", "slug": "microsoft", - "frequency": 5 + "frequency": 6 }, { "name": "Adobe", @@ -4581,7 +4616,7 @@ { "name": "Google", "slug": "google", - "frequency": 3 + "frequency": 2 } ] }, @@ -4670,7 +4705,7 @@ { "name": "Microsoft", "slug": "microsoft", - "frequency": 5 + "frequency": 4 }, { "name": "Booking.com", @@ -4727,27 +4762,27 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 35 + "frequency": 36 }, { "name": "Bloomberg", "slug": "bloomberg", - "frequency": 18 + "frequency": 19 }, { "name": "Apple", "slug": "apple", - "frequency": 14 + "frequency": 15 }, { - "name": "Yandex", - "slug": "yandex", + "name": "Adobe", + "slug": "adobe", "frequency": 14 }, { - "name": "Adobe", - "slug": "adobe", - "frequency": 13 + "name": "Yandex", + "slug": "yandex", + "frequency": 12 }, { "name": "Google", @@ -4767,31 +4802,26 @@ { "name": "Tesla", "slug": "tesla", - "frequency": 6 + "frequency": 7 }, { "name": "Spotify", "slug": "spotify", "frequency": 5 }, - { - "name": "Walmart Labs", - "slug": "walmart-labs", - "frequency": 4 - }, { "name": "Facebook", "slug": "facebook", - "frequency": 3 + "frequency": 4 }, { - "name": "eBay", - "slug": "ebay", + "name": "Uber", + "slug": "uber", "frequency": 3 }, { - "name": "Uber", - "slug": "uber", + "name": "Walmart Labs", + "slug": "walmart-labs", "frequency": 3 }, { @@ -4799,6 +4829,11 @@ "slug": "salesforce", "frequency": 3 }, + { + "name": "eBay", + "slug": "ebay", + "frequency": 3 + }, { "name": "Oracle", "slug": "oracle", @@ -4897,13 +4932,18 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 11 + "frequency": 10 }, { "name": "Yandex", "slug": "yandex", "frequency": 4 }, + { + "name": "Google", + "slug": "google", + "frequency": 4 + }, { "name": "Lyft", "slug": "lyft", @@ -4914,11 +4954,6 @@ "slug": "tiktok", "frequency": 4 }, - { - "name": "Google", - "slug": "google", - "frequency": 3 - }, { "name": "Adobe", "slug": "adobe", @@ -4998,7 +5033,7 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 28 + "frequency": 29 }, { "name": "Asana", @@ -5020,7 +5055,7 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 20 + "frequency": 21 }, { "name": "Amazon", @@ -5104,11 +5139,6 @@ "slug": "facebook", "frequency": 2 }, - { - "name": "Apple", - "slug": "apple", - "frequency": 2 - }, { "name": "Microsoft", "slug": "microsoft", @@ -5130,12 +5160,12 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 81 + "frequency": 82 }, { "name": "Amazon", "slug": "amazon", - "frequency": 18 + "frequency": 17 }, { "name": "Google", @@ -5150,6 +5180,11 @@ { "name": "Apple", "slug": "apple", + "frequency": 5 + }, + { + "name": "Microsoft", + "slug": "microsoft", "frequency": 4 }, { @@ -5162,11 +5197,6 @@ "slug": "salesforce", "frequency": 3 }, - { - "name": "Microsoft", - "slug": "microsoft", - "frequency": 3 - }, { "name": "ByteDance", "slug": "bytedance", @@ -5233,13 +5263,28 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 16 + "frequency": 17 + }, + { + "name": "TikTok", + "slug": "tiktok", + "frequency": 3 + }, + { + "name": "Pinterest", + "slug": "pinterest", + "frequency": 3 }, { "name": "Microsoft", "slug": "microsoft", "frequency": 2 }, + { + "name": "Oracle", + "slug": "oracle", + "frequency": 2 + }, { "name": "Yahoo", "slug": "yahoo", @@ -5250,16 +5295,6 @@ "slug": "apple", "frequency": 2 }, - { - "name": "TikTok", - "slug": "tiktok", - "frequency": 2 - }, - { - "name": "Pinterest", - "slug": "pinterest", - "frequency": 2 - }, { "name": "Druva", "slug": "druva", @@ -5335,7 +5370,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 14 + "frequency": 15 }, { "name": "Google", @@ -5405,7 +5440,7 @@ { "name": "TikTok", "slug": "tiktok", - "frequency": 20 + "frequency": 18 }, { "name": "Amazon", @@ -5417,11 +5452,6 @@ "slug": "google", "frequency": 6 }, - { - "name": "Microsoft", - "slug": "microsoft", - "frequency": 3 - }, { "name": "Apple", "slug": "apple", @@ -5442,21 +5472,26 @@ "slug": "bloomberg", "frequency": 3 }, - { - "name": "ByteDance", - "slug": "bytedance", - "frequency": 3 - }, { "name": "Tesla", "slug": "tesla", "frequency": 3 }, + { + "name": "Microsoft", + "slug": "microsoft", + "frequency": 2 + }, { "name": "Facebook", "slug": "facebook", "frequency": 2 }, + { + "name": "ByteDance", + "slug": "bytedance", + "frequency": 2 + }, { "name": "Workday", "slug": "workday", @@ -5481,6 +5516,11 @@ "difficulty": "Medium", "premium": false, "companies": [ + { + "name": "Facebook", + "slug": "facebook", + "frequency": 2 + }, { "name": "Citadel", "slug": "citadel", @@ -5504,11 +5544,6 @@ "slug": "facebook", "frequency": 6 }, - { - "name": "Airbnb", - "slug": "airbnb", - "frequency": 4 - }, { "name": "TikTok", "slug": "tiktok", @@ -5518,6 +5553,11 @@ "name": "PhonePe", "slug": "phonepe", "frequency": 2 + }, + { + "name": "Airbnb", + "slug": "airbnb", + "frequency": 2 } ] }, @@ -5622,19 +5662,19 @@ "frequency": 4 }, { - "name": "Bloomberg", - "slug": "bloomberg", + "name": "Facebook", + "slug": "facebook", "frequency": 3 }, { - "name": "Yahoo", - "slug": "yahoo", + "name": "Bloomberg", + "slug": "bloomberg", "frequency": 3 }, { - "name": "Facebook", - "slug": "facebook", - "frequency": 2 + "name": "Yahoo", + "slug": "yahoo", + "frequency": 3 }, { "name": "Uber", @@ -5658,14 +5698,14 @@ "difficulty": "Medium", "premium": false, "companies": [ - { - "name": "Amazon", - "slug": "amazon", - "frequency": 4 - }, { "name": "Facebook", "slug": "facebook", + "frequency": 5 + }, + { + "name": "Amazon", + "slug": "amazon", "frequency": 4 }, { @@ -5697,11 +5737,6 @@ "name": "Microsoft", "slug": "microsoft", "frequency": 2 - }, - { - "name": "Walmart Labs", - "slug": "walmart-labs", - "frequency": 2 } ] }, @@ -5730,6 +5765,11 @@ "slug": "facebook", "frequency": 2 }, + { + "name": "Salesforce", + "slug": "salesforce", + "frequency": 2 + }, { "name": "Amazon", "slug": "amazon", @@ -5778,7 +5818,7 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 31 + "frequency": 34 }, { "name": "Amazon", @@ -5816,7 +5856,7 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 6 + "frequency": 7 }, { "name": "Amazon", @@ -5974,7 +6014,7 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 20 + "frequency": 24 }, { "name": "Amazon", @@ -6168,7 +6208,7 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 40 + "frequency": 44 }, { "name": "Amazon", @@ -6270,15 +6310,20 @@ "slug": "amazon", "frequency": 5 }, - { - "name": "Microsoft", - "slug": "microsoft", - "frequency": 3 - }, { "name": "TikTok", "slug": "tiktok", + "frequency": 4 + }, + { + "name": "Adobe", + "slug": "adobe", "frequency": 3 + }, + { + "name": "Microsoft", + "slug": "microsoft", + "frequency": 2 } ] }, @@ -6295,7 +6340,7 @@ { "name": "Bloomberg", "slug": "bloomberg", - "frequency": 8 + "frequency": 9 }, { "name": "TikTok", @@ -6322,6 +6367,11 @@ "slug": "yandex", "frequency": 4 }, + { + "name": "Microsoft", + "slug": "microsoft", + "frequency": 3 + }, { "name": "Citadel", "slug": "citadel", @@ -6337,11 +6387,6 @@ "slug": "linkedin", "frequency": 2 }, - { - "name": "Microsoft", - "slug": "microsoft", - "frequency": 2 - }, { "name": "Nvidia", "slug": "nvidia", @@ -6370,26 +6415,26 @@ "slug": "google", "frequency": 4 }, - { - "name": "Microsoft", - "slug": "microsoft", - "frequency": 3 - }, - { - "name": "Docusign", - "slug": "docusign", - "frequency": 3 - }, { "name": "Amazon", "slug": "amazon", "frequency": 2 }, + { + "name": "Microsoft", + "slug": "microsoft", + "frequency": 2 + }, { "name": "Square", "slug": "square", "frequency": 2 }, + { + "name": "Docusign", + "slug": "docusign", + "frequency": 2 + }, { "name": "Samsung", "slug": "samsung", @@ -6410,12 +6455,12 @@ { "name": "Citadel", "slug": "citadel", - "frequency": 27 + "frequency": 28 }, { "name": "DoorDash", "slug": "doordash", - "frequency": 15 + "frequency": 17 }, { "name": "Amazon", @@ -6492,6 +6537,11 @@ { "name": "Microsoft", "slug": "microsoft", + "frequency": 3 + }, + { + "name": "DoorDash", + "slug": "doordash", "frequency": 2 }, { @@ -6508,11 +6558,6 @@ "name": "Tesla", "slug": "tesla", "frequency": 2 - }, - { - "name": "Snowflake", - "slug": "snowflake", - "frequency": 2 } ] }, @@ -6537,6 +6582,11 @@ "slug": "cisco", "frequency": 5 }, + { + "name": "Uber", + "slug": "uber", + "frequency": 5 + }, { "name": "Microsoft", "slug": "microsoft", @@ -6562,11 +6612,6 @@ "slug": "amazon", "frequency": 2 }, - { - "name": "Uber", - "slug": "uber", - "frequency": 2 - }, { "name": "Apple", "slug": "apple", @@ -6587,7 +6632,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 8 + "frequency": 7 }, { "name": "Apple", @@ -6595,14 +6640,14 @@ "frequency": 4 }, { - "name": "IXL", - "slug": "ixl", + "name": "Pinterest", + "slug": "pinterest", "frequency": 3 }, { - "name": "Pinterest", - "slug": "pinterest", - "frequency": 2 + "name": "IXL", + "slug": "ixl", + "frequency": 3 }, { "name": "Uber", @@ -6671,7 +6716,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 117 + "frequency": 113 }, { "name": "Google", @@ -6681,12 +6726,12 @@ { "name": "Adobe", "slug": "adobe", - "frequency": 44 + "frequency": 47 }, { "name": "Apple", "slug": "apple", - "frequency": 40 + "frequency": 38 }, { "name": "Microsoft", @@ -6696,17 +6741,17 @@ { "name": "Bloomberg", "slug": "bloomberg", - "frequency": 17 + "frequency": 18 }, { "name": "Facebook", "slug": "facebook", - "frequency": 14 + "frequency": 15 }, { "name": "Uber", "slug": "uber", - "frequency": 13 + "frequency": 12 }, { "name": "Yahoo", @@ -6748,11 +6793,6 @@ "slug": "deloitte", "frequency": 3 }, - { - "name": "Morgan Stanley", - "slug": "morgan-stanley", - "frequency": 2 - }, { "name": "Barclays", "slug": "barclays", @@ -6819,8 +6859,8 @@ "frequency": 2 }, { - "name": "eBay", - "slug": "ebay", + "name": "Morgan Stanley", + "slug": "morgan-stanley", "frequency": 2 }, { @@ -6853,12 +6893,12 @@ { "name": "Yandex", "slug": "yandex", - "frequency": 8 + "frequency": 7 }, { "name": "Facebook", "slug": "facebook", - "frequency": 4 + "frequency": 5 }, { "name": "Amazon", @@ -6870,6 +6910,11 @@ "slug": "bloomberg", "frequency": 2 }, + { + "name": "Tinkoff", + "slug": "tinkoff", + "frequency": 2 + }, { "name": "Yahoo", "slug": "yahoo", @@ -6937,17 +6982,17 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 46 + "frequency": 48 }, { "name": "Amazon", "slug": "amazon", - "frequency": 23 + "frequency": 22 }, { "name": "Apple", "slug": "apple", - "frequency": 19 + "frequency": 20 }, { "name": "Adobe", @@ -6967,7 +7012,7 @@ { "name": "Microsoft", "slug": "microsoft", - "frequency": 5 + "frequency": 6 }, { "name": "Yahoo", @@ -6994,11 +7039,6 @@ "slug": "sprinklr", "frequency": 2 }, - { - "name": "Rakuten", - "slug": "rakuten", - "frequency": 2 - }, { "name": "Agoda", "slug": "agoda", @@ -7038,6 +7078,11 @@ "name": "Accenture", "slug": "accenture", "frequency": 2 + }, + { + "name": "Rakuten", + "slug": "rakuten", + "frequency": 2 } ] }, @@ -7185,43 +7230,43 @@ { "name": "Goldman Sachs", "slug": "goldman-sachs", - "frequency": 18 + "frequency": 22 }, { "name": "Adobe", "slug": "adobe", - "frequency": 11 + "frequency": 9 }, { "name": "Apple", "slug": "apple", - "frequency": 10 + "frequency": 9 }, { - "name": "Google", - "slug": "google", + "name": "Bloomberg", + "slug": "bloomberg", "frequency": 8 }, { - "name": "Bloomberg", - "slug": "bloomberg", - "frequency": 7 + "name": "Google", + "slug": "google", + "frequency": 8 }, { "name": "Facebook", "slug": "facebook", "frequency": 5 }, - { - "name": "Yandex", - "slug": "yandex", - "frequency": 5 - }, { "name": "Microsoft", "slug": "microsoft", "frequency": 4 }, + { + "name": "Yandex", + "slug": "yandex", + "frequency": 4 + }, { "name": "Walmart Labs", "slug": "walmart-labs", @@ -7302,7 +7347,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 22 + "frequency": 21 }, { "name": "Microsoft", @@ -7319,14 +7364,19 @@ "slug": "apple", "frequency": 5 }, + { + "name": "Yahoo", + "slug": "yahoo", + "frequency": 5 + }, { "name": "Google", "slug": "google", "frequency": 5 }, { - "name": "Yahoo", - "slug": "yahoo", + "name": "Oracle", + "slug": "oracle", "frequency": 4 }, { @@ -7334,11 +7384,6 @@ "slug": "flipkart", "frequency": 3 }, - { - "name": "Oracle", - "slug": "oracle", - "frequency": 3 - }, { "name": "Uber", "slug": "uber", @@ -7354,6 +7399,11 @@ "slug": "tesla", "frequency": 2 }, + { + "name": "Citadel", + "slug": "citadel", + "frequency": 2 + }, { "name": "TikTok", "slug": "tiktok", @@ -7473,7 +7523,7 @@ { "name": "Bloomberg", "slug": "bloomberg", - "frequency": 3 + "frequency": 4 }, { "name": "Pinterest", @@ -7534,13 +7584,18 @@ { "name": "Adobe", "slug": "adobe", - "frequency": 12 + "frequency": 13 }, { "name": "Apple", "slug": "apple", "frequency": 12 }, + { + "name": "Goldman Sachs", + "slug": "goldman-sachs", + "frequency": 8 + }, { "name": "Bloomberg", "slug": "bloomberg", @@ -7551,11 +7606,6 @@ "slug": "facebook", "frequency": 5 }, - { - "name": "Goldman Sachs", - "slug": "goldman-sachs", - "frequency": 5 - }, { "name": "Microsoft", "slug": "microsoft", @@ -7601,7 +7651,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 20 + "frequency": 21 }, { "name": "Apple", @@ -7618,14 +7668,19 @@ "slug": "adobe", "frequency": 4 }, + { + "name": "Facebook", + "slug": "facebook", + "frequency": 3 + }, { "name": "Uber", "slug": "uber", "frequency": 3 }, { - "name": "Facebook", - "slug": "facebook", + "name": "Microsoft", + "slug": "microsoft", "frequency": 2 }, { @@ -7670,22 +7725,22 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 34 + "frequency": 37 }, { "name": "Yandex", "slug": "yandex", - "frequency": 12 + "frequency": 11 }, { - "name": "Amazon", - "slug": "amazon", + "name": "Apple", + "slug": "apple", "frequency": 8 }, { - "name": "Apple", - "slug": "apple", - "frequency": 7 + "name": "Amazon", + "slug": "amazon", + "frequency": 8 }, { "name": "Zoho", @@ -7747,7 +7802,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 4 + "frequency": 5 }, { "name": "Bloomberg", @@ -7900,11 +7955,6 @@ "name": "Yandex", "slug": "yandex", "frequency": 3 - }, - { - "name": "Adobe", - "slug": "adobe", - "frequency": 2 } ] }, @@ -7922,7 +7972,7 @@ { "name": "Yandex", "slug": "yandex", - "frequency": 38 + "frequency": 40 }, { "name": "Amazon", @@ -7934,6 +7984,11 @@ "slug": "apple", "frequency": 3 }, + { + "name": "Tinkoff", + "slug": "tinkoff", + "frequency": 2 + }, { "name": "Adobe", "slug": "adobe", From 708e78596a21ff4334d480a19ea87ec3d206dad9 Mon Sep 17 00:00:00 2001 From: seanprashad Date: Sun, 17 Dec 2023 12:02:26 +0000 Subject: [PATCH 2/8] Update questions via run-cron GitHub Action --- src/data/questions.json | 1314 +++++++++++++++++++++------------------ 1 file changed, 719 insertions(+), 595 deletions(-) diff --git a/src/data/questions.json b/src/data/questions.json index 00a70b89..1278f056 100644 --- a/src/data/questions.json +++ b/src/data/questions.json @@ -1,5 +1,5 @@ { - "updated": "2023-12-10T12:02:38.479152", + "updated": "2023-12-17T12:02:25.826859", "data": [ { "id": 0, @@ -14,7 +14,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 10 + "frequency": 9 }, { "name": "Apple", @@ -29,12 +29,12 @@ { "name": "Microsoft", "slug": "microsoft", - "frequency": 5 + "frequency": 4 }, { "name": "Facebook", "slug": "facebook", - "frequency": 5 + "frequency": 4 }, { "name": "Bloomberg", @@ -77,7 +77,7 @@ { "name": "Adobe", "slug": "adobe", - "frequency": 2 + "frequency": 3 }, { "name": "Nvidia", @@ -129,6 +129,11 @@ "slug": "amazon", "frequency": 6 }, + { + "name": "Adobe", + "slug": "adobe", + "frequency": 6 + }, { "name": "Apple", "slug": "apple", @@ -139,11 +144,6 @@ "slug": "google", "frequency": 4 }, - { - "name": "Adobe", - "slug": "adobe", - "frequency": 4 - }, { "name": "Bloomberg", "slug": "bloomberg", @@ -174,7 +174,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 8 + "frequency": 9 }, { "name": "Asana", @@ -293,12 +293,7 @@ { "name": "Citadel", "slug": "citadel", - "frequency": 2 - }, - { - "name": "PhonePe", - "slug": "phonepe", - "frequency": 2 + "frequency": 3 }, { "name": "Zoho", @@ -314,6 +309,11 @@ "name": "Goldman Sachs", "slug": "goldman-sachs", "frequency": 2 + }, + { + "name": "PhonePe", + "slug": "phonepe", + "frequency": 2 } ] }, @@ -352,7 +352,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 9 + "frequency": 10 }, { "name": "Adobe", @@ -374,6 +374,11 @@ "slug": "uber", "frequency": 3 }, + { + "name": "Oracle", + "slug": "oracle", + "frequency": 2 + }, { "name": "Microsoft", "slug": "microsoft", @@ -406,6 +411,11 @@ "slug": "apple", "frequency": 7 }, + { + "name": "Google", + "slug": "google", + "frequency": 5 + }, { "name": "Adobe", "slug": "adobe", @@ -421,16 +431,6 @@ "slug": "microsoft", "frequency": 4 }, - { - "name": "Google", - "slug": "google", - "frequency": 4 - }, - { - "name": "TikTok", - "slug": "tiktok", - "frequency": 3 - }, { "name": "Facebook", "slug": "facebook", @@ -446,6 +446,11 @@ "slug": "uber", "frequency": 2 }, + { + "name": "Yahoo", + "slug": "yahoo", + "frequency": 2 + }, { "name": "Walmart Labs", "slug": "walmart-labs", @@ -456,6 +461,11 @@ "slug": "de-shaw", "frequency": 2 }, + { + "name": "TikTok", + "slug": "tiktok", + "frequency": 2 + }, { "name": "Accenture", "slug": "accenture", @@ -493,29 +503,19 @@ "slug": "cisco", "frequency": 8 }, - { - "name": "Amazon", - "slug": "amazon", - "frequency": 6 - }, { "name": "Apple", "slug": "apple", - "frequency": 6 - }, - { - "name": "Microsoft", - "slug": "microsoft", - "frequency": 3 + "frequency": 7 }, { - "name": "Bloomberg", - "slug": "bloomberg", - "frequency": 3 + "name": "Amazon", + "slug": "amazon", + "frequency": 5 }, { - "name": "Uber", - "slug": "uber", + "name": "Microsoft", + "slug": "microsoft", "frequency": 3 }, { @@ -523,10 +523,20 @@ "slug": "adobe", "frequency": 2 }, + { + "name": "Bloomberg", + "slug": "bloomberg", + "frequency": 2 + }, { "name": "Facebook", "slug": "facebook", "frequency": 2 + }, + { + "name": "Uber", + "slug": "uber", + "frequency": 2 } ] }, @@ -540,31 +550,26 @@ "difficulty": "Medium", "premium": false, "companies": [ - { - "name": "Bloomberg", - "slug": "bloomberg", - "frequency": 9 - }, { "name": "Facebook", "slug": "facebook", "frequency": 8 }, + { + "name": "Bloomberg", + "slug": "bloomberg", + "frequency": 8 + }, { "name": "TikTok", "slug": "tiktok", - "frequency": 7 + "frequency": 6 }, { "name": "Microsoft", "slug": "microsoft", "frequency": 5 }, - { - "name": "Uber", - "slug": "uber", - "frequency": 5 - }, { "name": "Google", "slug": "google", @@ -580,6 +585,11 @@ "slug": "snapchat", "frequency": 4 }, + { + "name": "Uber", + "slug": "uber", + "frequency": 2 + }, { "name": "Oracle", "slug": "oracle", @@ -610,7 +620,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 11 + "frequency": 10 }, { "name": "Netflix", @@ -625,7 +635,7 @@ { "name": "Google", "slug": "google", - "frequency": 3 + "frequency": 4 }, { "name": "Morgan Stanley", @@ -684,20 +694,20 @@ "slug": "amazon", "frequency": 16 }, - { - "name": "Google", - "slug": "google", - "frequency": 8 - }, { "name": "Adobe", "slug": "adobe", - "frequency": 8 + "frequency": 9 + }, + { + "name": "Google", + "slug": "google", + "frequency": 7 }, { "name": "Bloomberg", "slug": "bloomberg", - "frequency": 4 + "frequency": 5 }, { "name": "Microsoft", @@ -755,23 +765,23 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 9 + "frequency": 10 }, { "name": "Amazon", "slug": "amazon", - "frequency": 9 - }, - { - "name": "Google", - "slug": "google", - "frequency": 5 + "frequency": 8 }, { "name": "Apple", "slug": "apple", "frequency": 4 }, + { + "name": "Google", + "slug": "google", + "frequency": 4 + }, { "name": "Yahoo", "slug": "yahoo", @@ -822,16 +832,16 @@ { "name": "Yahoo", "slug": "yahoo", - "frequency": 2 + "frequency": 3 }, { - "name": "Flipkart", - "slug": "flipkart", + "name": "Amazon", + "slug": "amazon", "frequency": 2 }, { - "name": "Amazon", - "slug": "amazon", + "name": "Flipkart", + "slug": "flipkart", "frequency": 2 }, { @@ -856,6 +866,11 @@ "slug": "amazon", "frequency": 9 }, + { + "name": "Apple", + "slug": "apple", + "frequency": 4 + }, { "name": "Google", "slug": "google", @@ -866,11 +881,6 @@ "slug": "adobe", "frequency": 3 }, - { - "name": "Apple", - "slug": "apple", - "frequency": 3 - }, { "name": "Bloomberg", "slug": "bloomberg", @@ -930,20 +940,20 @@ "difficulty": "Medium", "premium": false, "companies": [ - { - "name": "Amazon", - "slug": "amazon", - "frequency": 3 - }, { "name": "Microsoft", "slug": "microsoft", "frequency": 3 }, + { + "name": "Amazon", + "slug": "amazon", + "frequency": 2 + }, { "name": "Adobe", "slug": "adobe", - "frequency": 3 + "frequency": 2 } ] }, @@ -957,19 +967,19 @@ "difficulty": "Medium", "premium": false, "companies": [ - { - "name": "Amazon", - "slug": "amazon", - "frequency": 7 - }, { "name": "Facebook", "slug": "facebook", - "frequency": 6 + "frequency": 7 }, { "name": "Microsoft", "slug": "microsoft", + "frequency": 7 + }, + { + "name": "Amazon", + "slug": "amazon", "frequency": 6 }, { @@ -990,12 +1000,12 @@ { "name": "Airbnb", "slug": "airbnb", - "frequency": 2 + "frequency": 3 }, { "name": "Yahoo", "slug": "yahoo", - "frequency": 2 + "frequency": 3 }, { "name": "Salesforce", @@ -1027,7 +1037,12 @@ { "name": "TikTok", "slug": "tiktok", - "frequency": 4 + "frequency": 5 + }, + { + "name": "Facebook", + "slug": "facebook", + "frequency": 2 }, { "name": "Adobe", @@ -1073,29 +1088,29 @@ "slug": "amazon", "frequency": 19 }, - { - "name": "Google", - "slug": "google", - "frequency": 8 - }, { "name": "Microsoft", "slug": "microsoft", - "frequency": 6 + "frequency": 7 + }, + { + "name": "Google", + "slug": "google", + "frequency": 7 }, { "name": "Adobe", "slug": "adobe", "frequency": 6 }, - { - "name": "Bloomberg", - "slug": "bloomberg", - "frequency": 4 - }, { "name": "Yahoo", "slug": "yahoo", + "frequency": 5 + }, + { + "name": "Bloomberg", + "slug": "bloomberg", "frequency": 4 }, { @@ -1103,14 +1118,14 @@ "slug": "tiktok", "frequency": 4 }, - { - "name": "Facebook", - "slug": "facebook", - "frequency": 2 - }, { "name": "Apple", "slug": "apple", + "frequency": 3 + }, + { + "name": "Facebook", + "slug": "facebook", "frequency": 2 }, { @@ -1219,7 +1234,7 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 23 + "frequency": 24 }, { "name": "Amazon", @@ -1229,7 +1244,7 @@ { "name": "Apple", "slug": "apple", - "frequency": 8 + "frequency": 7 }, { "name": "Google", @@ -1256,6 +1271,11 @@ "slug": "pinterest", "frequency": 2 }, + { + "name": "Microsoft", + "slug": "microsoft", + "frequency": 2 + }, { "name": "Uber", "slug": "uber", @@ -1267,8 +1287,8 @@ "frequency": 2 }, { - "name": "Microsoft", - "slug": "microsoft", + "name": "IBM", + "slug": "ibm", "frequency": 2 }, { @@ -1302,7 +1322,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 5 + "frequency": 4 }, { "name": "Google", @@ -1401,7 +1421,7 @@ { "name": "Google", "slug": "google", - "frequency": 9 + "frequency": 10 }, { "name": "Apple", @@ -1431,7 +1451,7 @@ { "name": "Microsoft", "slug": "microsoft", - "frequency": 4 + "frequency": 5 }, { "name": "Facebook", @@ -1488,7 +1508,7 @@ { "name": "Apple", "slug": "apple", - "frequency": 4 + "frequency": 3 }, { "name": "Adobe", @@ -1550,7 +1570,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 36 + "frequency": 35 }, { "name": "Apple", @@ -1565,12 +1585,12 @@ { "name": "Microsoft", "slug": "microsoft", - "frequency": 10 + "frequency": 11 }, { "name": "Yandex", "slug": "yandex", - "frequency": 9 + "frequency": 8 }, { "name": "Google", @@ -1592,6 +1612,11 @@ "slug": "medianet", "frequency": 5 }, + { + "name": "Facebook", + "slug": "facebook", + "frequency": 4 + }, { "name": "Nvidia", "slug": "nvidia", @@ -1603,8 +1628,8 @@ "frequency": 4 }, { - "name": "Facebook", - "slug": "facebook", + "name": "PayPal", + "slug": "paypal", "frequency": 3 }, { @@ -1622,11 +1647,6 @@ "slug": "accenture", "frequency": 3 }, - { - "name": "PayPal", - "slug": "paypal", - "frequency": 2 - }, { "name": "Goldman Sachs", "slug": "goldman-sachs", @@ -1647,6 +1667,11 @@ "slug": "sap", "frequency": 2 }, + { + "name": "Walmart Labs", + "slug": "walmart-labs", + "frequency": 2 + }, { "name": "Intel", "slug": "intel", @@ -1673,18 +1698,23 @@ "frequency": 2 }, { - "name": "Bolt", - "slug": "bolt", + "name": "josh technology", + "slug": "josh-technology", "frequency": 2 }, { - "name": "josh technology", - "slug": "josh-technology", + "name": "DRW", + "slug": "drw", "frequency": 2 }, { - "name": "Walmart Labs", - "slug": "walmart-labs", + "name": "Snapchat", + "slug": "snapchat", + "frequency": 2 + }, + { + "name": "Bolt", + "slug": "bolt", "frequency": 2 }, { @@ -1707,12 +1737,12 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 16 + "frequency": 18 }, { "name": "Microsoft", "slug": "microsoft", - "frequency": 10 + "frequency": 9 }, { "name": "Apple", @@ -1724,6 +1754,11 @@ "slug": "adobe", "frequency": 6 }, + { + "name": "Bloomberg", + "slug": "bloomberg", + "frequency": 5 + }, { "name": "TikTok", "slug": "tiktok", @@ -1734,15 +1769,10 @@ "slug": "cisco", "frequency": 5 }, - { - "name": "Bloomberg", - "slug": "bloomberg", - "frequency": 4 - }, { "name": "Goldman Sachs", "slug": "goldman-sachs", - "frequency": 3 + "frequency": 4 }, { "name": "JPMorgan", @@ -1791,6 +1821,11 @@ "difficulty": "Easy", "premium": false, "companies": [ + { + "name": "Facebook", + "slug": "facebook", + "frequency": 2 + }, { "name": "Amazon", "slug": "amazon", @@ -1814,8 +1849,8 @@ "frequency": 6 }, { - "name": "Amazon", - "slug": "amazon", + "name": "Databricks", + "slug": "databricks", "frequency": 4 }, { @@ -1824,19 +1859,24 @@ "frequency": 4 }, { - "name": "Databricks", - "slug": "databricks", + "name": "Amazon", + "slug": "amazon", "frequency": 3 }, { - "name": "Microsoft", - "slug": "microsoft", + "name": "Yahoo", + "slug": "yahoo", "frequency": 2 }, { "name": "TikTok", "slug": "tiktok", "frequency": 2 + }, + { + "name": "Microsoft", + "slug": "microsoft", + "frequency": 2 } ] }, @@ -1853,7 +1893,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 8 + "frequency": 7 }, { "name": "Bloomberg", @@ -1866,8 +1906,8 @@ "frequency": 6 }, { - "name": "Apple", - "slug": "apple", + "name": "Google", + "slug": "google", "frequency": 4 }, { @@ -1875,15 +1915,15 @@ "slug": "yahoo", "frequency": 4 }, - { - "name": "Google", - "slug": "google", - "frequency": 3 - }, { "name": "Datadog", "slug": "datadog", - "frequency": 3 + "frequency": 4 + }, + { + "name": "Apple", + "slug": "apple", + "frequency": 2 }, { "name": "Airbnb", @@ -1959,11 +1999,21 @@ "slug": "amazon", "frequency": 7 }, + { + "name": "Google", + "slug": "google", + "frequency": 6 + }, { "name": "TikTok", "slug": "tiktok", "frequency": 6 }, + { + "name": "Goldman Sachs", + "slug": "goldman-sachs", + "frequency": 5 + }, { "name": "Microsoft", "slug": "microsoft", @@ -1974,11 +2024,6 @@ "slug": "apple", "frequency": 4 }, - { - "name": "Goldman Sachs", - "slug": "goldman-sachs", - "frequency": 4 - }, { "name": "Commvault", "slug": "commvault", @@ -1989,11 +2034,6 @@ "slug": "facebook", "frequency": 3 }, - { - "name": "Google", - "slug": "google", - "frequency": 3 - }, { "name": "Atlassian", "slug": "atlassian", @@ -2054,7 +2094,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 35 + "frequency": 38 }, { "name": "Cisco", @@ -2064,17 +2104,17 @@ { "name": "Adobe", "slug": "adobe", - "frequency": 13 + "frequency": 12 }, { "name": "Google", "slug": "google", - "frequency": 12 + "frequency": 11 }, { "name": "Apple", "slug": "apple", - "frequency": 10 + "frequency": 11 }, { "name": "Oracle", @@ -2116,21 +2156,26 @@ "slug": "bloomberg", "frequency": 3 }, - { - "name": "Yandex", - "slug": "yandex", - "frequency": 3 - }, { "name": "ByteDance", "slug": "bytedance", "frequency": 3 }, + { + "name": "Yandex", + "slug": "yandex", + "frequency": 2 + }, { "name": "JPMorgan", "slug": "jpmorgan", "frequency": 2 }, + { + "name": "Wayfair", + "slug": "wayfair", + "frequency": 2 + }, { "name": "TikTok", "slug": "tiktok", @@ -2183,16 +2228,16 @@ "slug": "apple", "frequency": 5 }, - { - "name": "TikTok", - "slug": "tiktok", - "frequency": 4 - }, { "name": "Adobe", "slug": "adobe", "frequency": 3 }, + { + "name": "TikTok", + "slug": "tiktok", + "frequency": 3 + }, { "name": "Google", "slug": "google", @@ -2316,7 +2361,7 @@ { "name": "Apple", "slug": "apple", - "frequency": 3 + "frequency": 2 }, { "name": "Microsoft", @@ -2344,12 +2389,12 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 15 + "frequency": 14 }, { "name": "Adobe", "slug": "adobe", - "frequency": 6 + "frequency": 7 }, { "name": "Oracle", @@ -2594,7 +2639,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 3 + "frequency": 2 }, { "name": "Bloomberg", @@ -2660,16 +2705,16 @@ "slug": "amazon", "frequency": 9 }, - { - "name": "Microsoft", - "slug": "microsoft", - "frequency": 7 - }, { "name": "Bloomberg", "slug": "bloomberg", "frequency": 6 }, + { + "name": "Microsoft", + "slug": "microsoft", + "frequency": 6 + }, { "name": "Apple", "slug": "apple", @@ -2683,7 +2728,7 @@ { "name": "Google", "slug": "google", - "frequency": 3 + "frequency": 4 }, { "name": "Yandex", @@ -2712,40 +2757,40 @@ "difficulty": "Easy", "premium": false, "companies": [ - { - "name": "Amazon", - "slug": "amazon", - "frequency": 7 - }, { "name": "Facebook", "slug": "facebook", - "frequency": 6 + "frequency": 7 }, { - "name": "Apple", - "slug": "apple", - "frequency": 4 + "name": "Amazon", + "slug": "amazon", + "frequency": 7 }, { "name": "Microsoft", "slug": "microsoft", "frequency": 4 }, + { + "name": "Bloomberg", + "slug": "bloomberg", + "frequency": 4 + }, { "name": "Uber", "slug": "uber", "frequency": 4 }, { - "name": "Yandex", - "slug": "yandex", + "name": "Apple", + "slug": "apple", "frequency": 3 }, { - "name": "Bloomberg", - "slug": "bloomberg", - "frequency": 2 + "name": "Yandex", + "slug": "yandex", + "frequency": 3 }, { "name": "Adobe", @@ -2773,6 +2818,11 @@ "name": "Amazon", "slug": "amazon", "frequency": 3 + }, + { + "name": "Facebook", + "slug": "facebook", + "frequency": 2 } ] }, @@ -2827,38 +2877,48 @@ { "name": "Apple", "slug": "apple", - "frequency": 14 + "frequency": 13 }, { "name": "Bloomberg", "slug": "bloomberg", - "frequency": 11 + "frequency": 12 }, { "name": "Google", "slug": "google", - "frequency": 7 + "frequency": 10 }, { "name": "Adobe", "slug": "adobe", - "frequency": 7 + "frequency": 8 }, { "name": "Microsoft", "slug": "microsoft", - "frequency": 5 + "frequency": 4 }, { "name": "Uber", "slug": "uber", "frequency": 4 }, + { + "name": "Facebook", + "slug": "facebook", + "frequency": 3 + }, { "name": "Yahoo", "slug": "yahoo", "frequency": 3 }, + { + "name": "Avito", + "slug": "avito", + "frequency": 3 + }, { "name": "Yandex", "slug": "yandex", @@ -2869,16 +2929,6 @@ "slug": "nvidia", "frequency": 2 }, - { - "name": "Facebook", - "slug": "facebook", - "frequency": 2 - }, - { - "name": "Avito", - "slug": "avito", - "frequency": 2 - }, { "name": "Oracle", "slug": "oracle", @@ -2963,6 +3013,11 @@ "difficulty": "Medium", "premium": false, "companies": [ + { + "name": "Yahoo", + "slug": "yahoo", + "frequency": 3 + }, { "name": "Amazon", "slug": "amazon", @@ -2983,11 +3038,6 @@ "slug": "adobe", "frequency": 2 }, - { - "name": "Yahoo", - "slug": "yahoo", - "frequency": 2 - }, { "name": "TikTok", "slug": "tiktok", @@ -3047,7 +3097,7 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 15 + "frequency": 16 }, { "name": "ThousandEyes", @@ -3077,6 +3127,11 @@ "slug": "tiktok", "frequency": 2 }, + { + "name": "Nutanix", + "slug": "nutanix", + "frequency": 2 + }, { "name": "Google", "slug": "google", @@ -3104,7 +3159,7 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 28 + "frequency": 31 }, { "name": "Amazon", @@ -3114,7 +3169,7 @@ { "name": "Bloomberg", "slug": "bloomberg", - "frequency": 13 + "frequency": 14 }, { "name": "TikTok", @@ -3132,14 +3187,14 @@ "frequency": 6 }, { - "name": "Yandex", - "slug": "yandex", + "name": "Goldman Sachs", + "slug": "goldman-sachs", "frequency": 6 }, { - "name": "Goldman Sachs", - "slug": "goldman-sachs", - "frequency": 5 + "name": "Yandex", + "slug": "yandex", + "frequency": 6 }, { "name": "LinkedIn", @@ -3156,6 +3211,11 @@ "slug": "oracle", "frequency": 3 }, + { + "name": "Apple", + "slug": "apple", + "frequency": 3 + }, { "name": "eBay", "slug": "ebay", @@ -3176,11 +3236,6 @@ "slug": "uber", "frequency": 2 }, - { - "name": "Apple", - "slug": "apple", - "frequency": 2 - }, { "name": "Yahoo", "slug": "yahoo", @@ -3206,6 +3261,11 @@ "slug": "servicenow", "frequency": 2 }, + { + "name": "BitGo", + "slug": "bitgo", + "frequency": 2 + }, { "name": "Ozon", "slug": "ozon", @@ -3307,7 +3367,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 5 + "frequency": 6 }, { "name": "Adobe", @@ -3337,14 +3397,14 @@ "premium": false, "companies": [ { - "name": "Bloomberg", - "slug": "bloomberg", + "name": "Amazon", + "slug": "amazon", "frequency": 4 }, { - "name": "Amazon", - "slug": "amazon", - "frequency": 3 + "name": "Bloomberg", + "slug": "bloomberg", + "frequency": 4 }, { "name": "Adobe", @@ -3391,12 +3451,12 @@ { "name": "Microsoft", "slug": "microsoft", - "frequency": 4 + "frequency": 3 }, { "name": "Adobe", "slug": "adobe", - "frequency": 4 + "frequency": 3 }, { "name": "Uber", @@ -3421,14 +3481,14 @@ "frequency": 6 }, { - "name": "TikTok", - "slug": "tiktok", + "name": "Google", + "slug": "google", "frequency": 5 }, { - "name": "Google", - "slug": "google", - "frequency": 4 + "name": "TikTok", + "slug": "tiktok", + "frequency": 5 }, { "name": "Commvault", @@ -3436,14 +3496,14 @@ "frequency": 4 }, { - "name": "Adobe", - "slug": "adobe", + "name": "Uber", + "slug": "uber", "frequency": 3 }, { "name": "Amazon", "slug": "amazon", - "frequency": 3 + "frequency": 2 }, { "name": "Apple", @@ -3451,8 +3511,8 @@ "frequency": 2 }, { - "name": "Uber", - "slug": "uber", + "name": "Adobe", + "slug": "adobe", "frequency": 2 }, { @@ -3482,31 +3542,31 @@ "slug": "amazon", "frequency": 15 }, - { - "name": "Apple", - "slug": "apple", - "frequency": 9 - }, { "name": "Google", "slug": "google", - "frequency": 9 + "frequency": 11 }, { "name": "Adobe", "slug": "adobe", - "frequency": 8 + "frequency": 9 }, { - "name": "Microsoft", - "slug": "microsoft", - "frequency": 8 + "name": "Apple", + "slug": "apple", + "frequency": 9 }, { "name": "Facebook", "slug": "facebook", "frequency": 7 }, + { + "name": "Microsoft", + "slug": "microsoft", + "frequency": 6 + }, { "name": "Media.net", "slug": "medianet", @@ -3522,14 +3582,19 @@ "slug": "hubspot", "frequency": 4 }, + { + "name": "Bloomberg", + "slug": "bloomberg", + "frequency": 3 + }, { "name": "Yahoo", "slug": "yahoo", "frequency": 2 }, { - "name": "Bloomberg", - "slug": "bloomberg", + "name": "Snapchat", + "slug": "snapchat", "frequency": 2 }, { @@ -3601,7 +3666,7 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 22 + "frequency": 23 }, { "name": "TikTok", @@ -3611,23 +3676,23 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 9 + "frequency": 10 }, { "name": "Bloomberg", "slug": "bloomberg", - "frequency": 6 - }, - { - "name": "Microsoft", - "slug": "microsoft", - "frequency": 4 + "frequency": 7 }, { "name": "Apple", "slug": "apple", "frequency": 4 }, + { + "name": "Microsoft", + "slug": "microsoft", + "frequency": 3 + }, { "name": "Google", "slug": "google", @@ -3658,6 +3723,11 @@ "slug": "palantir-technologies", "frequency": 2 }, + { + "name": "warnermedia", + "slug": "warnermedia", + "frequency": 2 + }, { "name": "eBay", "slug": "ebay", @@ -3727,7 +3797,7 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 49 + "frequency": 50 }, { "name": "Bloomberg", @@ -3737,23 +3807,23 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 14 + "frequency": 15 }, { "name": "Google", "slug": "google", "frequency": 12 }, + { + "name": "Microsoft", + "slug": "microsoft", + "frequency": 9 + }, { "name": "Apple", "slug": "apple", "frequency": 8 }, - { - "name": "Microsoft", - "slug": "microsoft", - "frequency": 7 - }, { "name": "TikTok", "slug": "tiktok", @@ -3774,15 +3844,20 @@ "slug": "cisco", "frequency": 4 }, + { + "name": "Adobe", + "slug": "adobe", + "frequency": 4 + }, { "name": "LinkedIn", "slug": "linkedin", "frequency": 4 }, { - "name": "Adobe", - "slug": "adobe", - "frequency": 3 + "name": "Yahoo", + "slug": "yahoo", + "frequency": 4 }, { "name": "Uber", @@ -3799,11 +3874,6 @@ "slug": "tesco", "frequency": 3 }, - { - "name": "Yahoo", - "slug": "yahoo", - "frequency": 2 - }, { "name": "Nvidia", "slug": "nvidia", @@ -3854,7 +3924,7 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 7 + "frequency": 9 }, { "name": "Yandex", @@ -3893,6 +3963,11 @@ "slug": "amazon", "frequency": 3 }, + { + "name": "Google", + "slug": "google", + "frequency": 2 + }, { "name": "Apple", "slug": "apple", @@ -3939,18 +4014,18 @@ { "name": "Bloomberg", "slug": "bloomberg", - "frequency": 7 - }, - { - "name": "Oracle", - "slug": "oracle", - "frequency": 4 + "frequency": 8 }, { "name": "Amazon", "slug": "amazon", "frequency": 3 }, + { + "name": "Oracle", + "slug": "oracle", + "frequency": 3 + }, { "name": "Yandex", "slug": "yandex", @@ -3962,8 +4037,18 @@ "frequency": 3 }, { - "name": "Salesforce", - "slug": "salesforce", + "name": "Microsoft", + "slug": "microsoft", + "frequency": 2 + }, + { + "name": "Snapchat", + "slug": "snapchat", + "frequency": 2 + }, + { + "name": "Pinterest", + "slug": "pinterest", "frequency": 2 }, { @@ -3971,6 +4056,11 @@ "slug": "miro", "frequency": 2 }, + { + "name": "Salesforce", + "slug": "salesforce", + "frequency": 2 + }, { "name": "Goldman Sachs", "slug": "goldman-sachs", @@ -4037,15 +4127,15 @@ "slug": "facebook", "frequency": 3 }, - { - "name": "Adobe", - "slug": "adobe", - "frequency": 3 - }, { "name": "Microsoft", "slug": "microsoft", "frequency": 2 + }, + { + "name": "Adobe", + "slug": "adobe", + "frequency": 2 } ] }, @@ -4173,14 +4263,14 @@ "slug": "ebay", "frequency": 3 }, - { - "name": "Amazon", - "slug": "amazon", - "frequency": 2 - }, { "name": "Adobe", "slug": "adobe", + "frequency": 3 + }, + { + "name": "Amazon", + "slug": "amazon", "frequency": 2 }, { @@ -4213,17 +4303,17 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 32 + "frequency": 36 }, { "name": "Amazon", "slug": "amazon", - "frequency": 10 + "frequency": 9 }, { "name": "Apple", "slug": "apple", - "frequency": 7 + "frequency": 6 }, { "name": "Adobe", @@ -4267,11 +4357,6 @@ "slug": "facebook", "frequency": 8 }, - { - "name": "Apple", - "slug": "apple", - "frequency": 7 - }, { "name": "Bloomberg", "slug": "bloomberg", @@ -4280,7 +4365,12 @@ { "name": "Microsoft", "slug": "microsoft", - "frequency": 6 + "frequency": 5 + }, + { + "name": "Apple", + "slug": "apple", + "frequency": 5 }, { "name": "Adobe", @@ -4302,11 +4392,6 @@ "slug": "arcesium", "frequency": 4 }, - { - "name": "ServiceNow", - "slug": "servicenow", - "frequency": 3 - }, { "name": "TikTok", "slug": "tiktok", @@ -4317,6 +4402,11 @@ "slug": "oracle", "frequency": 3 }, + { + "name": "LinkedIn", + "slug": "linkedin", + "frequency": 2 + }, { "name": "Uber", "slug": "uber", @@ -4327,6 +4417,16 @@ "slug": "ebay", "frequency": 2 }, + { + "name": "Salesforce", + "slug": "salesforce", + "frequency": 2 + }, + { + "name": "ServiceNow", + "slug": "servicenow", + "frequency": 2 + }, { "name": "VMware", "slug": "vmware", @@ -4601,7 +4701,7 @@ { "name": "Yandex", "slug": "yandex", - "frequency": 10 + "frequency": 11 }, { "name": "Adobe", @@ -4638,22 +4738,17 @@ { "name": "Google", "slug": "google", - "frequency": 8 + "frequency": 9 }, { "name": "Facebook", "slug": "facebook", - "frequency": 4 + "frequency": 5 }, { "name": "Amazon", "slug": "amazon", - "frequency": 4 - }, - { - "name": "Bloomberg", - "slug": "bloomberg", - "frequency": 2 + "frequency": 3 }, { "name": "Adobe", @@ -4670,6 +4765,11 @@ "slug": "turing", "frequency": 2 }, + { + "name": "Bloomberg", + "slug": "bloomberg", + "frequency": 2 + }, { "name": "Yandex", "slug": "yandex", @@ -4692,20 +4792,20 @@ "slug": "amazon", "frequency": 11 }, + { + "name": "Adobe", + "slug": "adobe", + "frequency": 7 + }, { "name": "Google", "slug": "google", "frequency": 6 }, - { - "name": "Adobe", - "slug": "adobe", - "frequency": 6 - }, { "name": "Microsoft", "slug": "microsoft", - "frequency": 4 + "frequency": 5 }, { "name": "Booking.com", @@ -4742,6 +4842,11 @@ "slug": "bloomberg", "frequency": 2 }, + { + "name": "Citadel", + "slug": "citadel", + "frequency": 2 + }, { "name": "Oracle", "slug": "oracle", @@ -4762,37 +4867,37 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 36 + "frequency": 37 }, { "name": "Bloomberg", "slug": "bloomberg", - "frequency": 19 + "frequency": 20 }, { "name": "Apple", "slug": "apple", - "frequency": 15 + "frequency": 16 }, { "name": "Adobe", "slug": "adobe", - "frequency": 14 + "frequency": 13 }, { "name": "Yandex", "slug": "yandex", - "frequency": 12 + "frequency": 13 }, { "name": "Google", "slug": "google", - "frequency": 10 + "frequency": 11 }, { "name": "Microsoft", "slug": "microsoft", - "frequency": 9 + "frequency": 11 }, { "name": "TikTok", @@ -4804,20 +4909,25 @@ "slug": "tesla", "frequency": 7 }, + { + "name": "Facebook", + "slug": "facebook", + "frequency": 5 + }, { "name": "Spotify", "slug": "spotify", "frequency": 5 }, { - "name": "Facebook", - "slug": "facebook", + "name": "Salesforce", + "slug": "salesforce", "frequency": 4 }, { - "name": "Uber", - "slug": "uber", - "frequency": 3 + "name": "Oracle", + "slug": "oracle", + "frequency": 4 }, { "name": "Walmart Labs", @@ -4825,8 +4935,8 @@ "frequency": 3 }, { - "name": "Salesforce", - "slug": "salesforce", + "name": "Flipkart", + "slug": "flipkart", "frequency": 3 }, { @@ -4835,8 +4945,8 @@ "frequency": 3 }, { - "name": "Oracle", - "slug": "oracle", + "name": "Uber", + "slug": "uber", "frequency": 2 }, { @@ -4854,11 +4964,6 @@ "slug": "nvidia", "frequency": 2 }, - { - "name": "EPAM Systems", - "slug": "epam-systems", - "frequency": 2 - }, { "name": "Agoda", "slug": "agoda", @@ -4875,13 +4980,13 @@ "frequency": 2 }, { - "name": "Flipkart", - "slug": "flipkart", + "name": "Accolite", + "slug": "accolite", "frequency": 2 }, { - "name": "Accolite", - "slug": "accolite", + "name": "EPAM Systems", + "slug": "epam-systems", "frequency": 2 } ] @@ -4927,7 +5032,7 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 15 + "frequency": 16 }, { "name": "Amazon", @@ -4935,23 +5040,23 @@ "frequency": 10 }, { - "name": "Yandex", - "slug": "yandex", - "frequency": 4 + "name": "Lyft", + "slug": "lyft", + "frequency": 5 }, { - "name": "Google", - "slug": "google", - "frequency": 4 + "name": "TikTok", + "slug": "tiktok", + "frequency": 5 }, { - "name": "Lyft", - "slug": "lyft", + "name": "Yandex", + "slug": "yandex", "frequency": 4 }, { - "name": "TikTok", - "slug": "tiktok", + "name": "Google", + "slug": "google", "frequency": 4 }, { @@ -5009,13 +5114,13 @@ "frequency": 2 }, { - "name": "Yahoo", - "slug": "yahoo", + "name": "Apple", + "slug": "apple", "frequency": 2 }, { - "name": "Apple", - "slug": "apple", + "name": "Yahoo", + "slug": "yahoo", "frequency": 2 } ] @@ -5033,7 +5138,7 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 29 + "frequency": 32 }, { "name": "Asana", @@ -5055,12 +5160,12 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 21 + "frequency": 23 }, { "name": "Amazon", "slug": "amazon", - "frequency": 11 + "frequency": 12 }, { "name": "Apple", @@ -5070,7 +5175,7 @@ { "name": "Avito", "slug": "avito", - "frequency": 7 + "frequency": 8 }, { "name": "Microsoft", @@ -5080,12 +5185,7 @@ { "name": "Uber", "slug": "uber", - "frequency": 3 - }, - { - "name": "Adobe", - "slug": "adobe", - "frequency": 3 + "frequency": 5 }, { "name": "TikTok", @@ -5107,6 +5207,11 @@ "slug": "google", "frequency": 2 }, + { + "name": "Adobe", + "slug": "adobe", + "frequency": 2 + }, { "name": "Dropbox", "slug": "dropbox", @@ -5160,7 +5265,7 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 82 + "frequency": 86 }, { "name": "Amazon", @@ -5177,16 +5282,16 @@ "slug": "adobe", "frequency": 6 }, - { - "name": "Apple", - "slug": "apple", - "frequency": 5 - }, { "name": "Microsoft", "slug": "microsoft", "frequency": 4 }, + { + "name": "Apple", + "slug": "apple", + "frequency": 4 + }, { "name": "Bloomberg", "slug": "bloomberg", @@ -5198,18 +5303,18 @@ "frequency": 3 }, { - "name": "ByteDance", - "slug": "bytedance", + "name": "LinkedIn", + "slug": "linkedin", "frequency": 3 }, { - "name": "Nvidia", - "slug": "nvidia", - "frequency": 2 + "name": "TikTok", + "slug": "tiktok", + "frequency": 3 }, { - "name": "LinkedIn", - "slug": "linkedin", + "name": "Nvidia", + "slug": "nvidia", "frequency": 2 }, { @@ -5218,8 +5323,8 @@ "frequency": 2 }, { - "name": "TikTok", - "slug": "tiktok", + "name": "ByteDance", + "slug": "bytedance", "frequency": 2 }, { @@ -5263,7 +5368,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 17 + "frequency": 16 }, { "name": "TikTok", @@ -5290,11 +5395,6 @@ "slug": "yahoo", "frequency": 2 }, - { - "name": "Apple", - "slug": "apple", - "frequency": 2 - }, { "name": "Druva", "slug": "druva", @@ -5304,6 +5404,11 @@ "name": "Google", "slug": "google", "frequency": 2 + }, + { + "name": "Apple", + "slug": "apple", + "frequency": 2 } ] }, @@ -5341,13 +5446,7 @@ ], "difficulty": "Hard", "premium": false, - "companies": [ - { - "name": "Microsoft", - "slug": "microsoft", - "frequency": 2 - } - ] + "companies": [] }, { "id": 115, @@ -5487,6 +5586,11 @@ "slug": "facebook", "frequency": 2 }, + { + "name": "Snapchat", + "slug": "snapchat", + "frequency": 2 + }, { "name": "ByteDance", "slug": "bytedance", @@ -5627,7 +5731,7 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 6 + "frequency": 7 }, { "name": "Amazon", @@ -5701,7 +5805,7 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 5 + "frequency": 7 }, { "name": "Amazon", @@ -5713,6 +5817,11 @@ "slug": "ebay", "frequency": 3 }, + { + "name": "Microsoft", + "slug": "microsoft", + "frequency": 2 + }, { "name": "Bloomberg", "slug": "bloomberg", @@ -5732,11 +5841,6 @@ "name": "Flipkart", "slug": "flipkart", "frequency": 2 - }, - { - "name": "Microsoft", - "slug": "microsoft", - "frequency": 2 } ] }, @@ -5753,12 +5857,12 @@ { "name": "Bloomberg", "slug": "bloomberg", - "frequency": 4 + "frequency": 6 }, { - "name": "Google", - "slug": "google", - "frequency": 2 + "name": "Salesforce", + "slug": "salesforce", + "frequency": 3 }, { "name": "Facebook", @@ -5766,8 +5870,8 @@ "frequency": 2 }, { - "name": "Salesforce", - "slug": "salesforce", + "name": "Google", + "slug": "google", "frequency": 2 }, { @@ -5818,7 +5922,7 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 34 + "frequency": 36 }, { "name": "Amazon", @@ -5856,7 +5960,7 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 7 + "frequency": 9 }, { "name": "Amazon", @@ -5918,7 +6022,7 @@ { "name": "Google", "slug": "google", - "frequency": 4 + "frequency": 3 }, { "name": "Adobe", @@ -6014,7 +6118,7 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 24 + "frequency": 28 }, { "name": "Amazon", @@ -6075,14 +6179,14 @@ "slug": "facebook", "frequency": 4 }, - { - "name": "Google", - "slug": "google", - "frequency": 3 - }, { "name": "Amazon", "slug": "amazon", + "frequency": 4 + }, + { + "name": "Google", + "slug": "google", "frequency": 3 }, { @@ -6132,7 +6236,7 @@ { "name": "Google", "slug": "google", - "frequency": 4 + "frequency": 5 }, { "name": "Amazon", @@ -6213,7 +6317,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 6 + "frequency": 7 }, { "name": "Bloomberg", @@ -6230,11 +6334,6 @@ "slug": "google", "frequency": 2 }, - { - "name": "PayPal", - "slug": "paypal", - "frequency": 2 - }, { "name": "Yahoo", "slug": "yahoo", @@ -6245,6 +6344,11 @@ "slug": "adobe", "frequency": 2 }, + { + "name": "PayPal", + "slug": "paypal", + "frequency": 2 + }, { "name": "Wayfair", "slug": "wayfair", @@ -6324,6 +6428,11 @@ "name": "Microsoft", "slug": "microsoft", "frequency": 2 + }, + { + "name": "Salesforce", + "slug": "salesforce", + "frequency": 2 } ] }, @@ -6342,6 +6451,11 @@ "slug": "bloomberg", "frequency": 9 }, + { + "name": "Amazon", + "slug": "amazon", + "frequency": 6 + }, { "name": "TikTok", "slug": "tiktok", @@ -6353,23 +6467,13 @@ "frequency": 6 }, { - "name": "Amazon", - "slug": "amazon", - "frequency": 5 + "name": "Microsoft", + "slug": "microsoft", + "frequency": 3 }, { "name": "Apple", "slug": "apple", - "frequency": 4 - }, - { - "name": "Yandex", - "slug": "yandex", - "frequency": 4 - }, - { - "name": "Microsoft", - "slug": "microsoft", "frequency": 3 }, { @@ -6377,6 +6481,11 @@ "slug": "citadel", "frequency": 3 }, + { + "name": "Yandex", + "slug": "yandex", + "frequency": 3 + }, { "name": "Google", "slug": "google", @@ -6460,7 +6569,7 @@ { "name": "DoorDash", "slug": "doordash", - "frequency": 17 + "frequency": 18 }, { "name": "Amazon", @@ -6480,18 +6589,18 @@ { "name": "Apple", "slug": "apple", - "frequency": 5 - }, - { - "name": "Yandex", - "slug": "yandex", - "frequency": 4 + "frequency": 4 }, { "name": "Adobe", "slug": "adobe", "frequency": 4 }, + { + "name": "Yandex", + "slug": "yandex", + "frequency": 3 + }, { "name": "Booking.com", "slug": "bookingcom", @@ -6529,15 +6638,25 @@ "slug": "facebook", "frequency": 4 }, + { + "name": "Microsoft", + "slug": "microsoft", + "frequency": 4 + }, { "name": "Amazon", "slug": "amazon", "frequency": 3 }, { - "name": "Microsoft", - "slug": "microsoft", - "frequency": 3 + "name": "LinkedIn", + "slug": "linkedin", + "frequency": 2 + }, + { + "name": "Citadel", + "slug": "citadel", + "frequency": 2 }, { "name": "DoorDash", @@ -6575,7 +6694,7 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 6 + "frequency": 7 }, { "name": "Cisco", @@ -6632,7 +6751,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 7 + "frequency": 9 }, { "name": "Apple", @@ -6644,20 +6763,15 @@ "slug": "pinterest", "frequency": 3 }, - { - "name": "IXL", - "slug": "ixl", - "frequency": 3 - }, { "name": "Uber", "slug": "uber", - "frequency": 2 + "frequency": 3 }, { - "name": "Adobe", - "slug": "adobe", - "frequency": 2 + "name": "IXL", + "slug": "ixl", + "frequency": 3 }, { "name": "TikTok", @@ -6668,6 +6782,11 @@ "name": "Bloomberg", "slug": "bloomberg", "frequency": 2 + }, + { + "name": "Adobe", + "slug": "adobe", + "frequency": 2 } ] }, @@ -6684,7 +6803,7 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 4 + "frequency": 5 }, { "name": "Flipkart", @@ -6716,22 +6835,22 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 113 + "frequency": 118 }, { "name": "Google", "slug": "google", - "frequency": 47 + "frequency": 48 }, { "name": "Adobe", "slug": "adobe", - "frequency": 47 + "frequency": 46 }, { "name": "Apple", "slug": "apple", - "frequency": 38 + "frequency": 40 }, { "name": "Microsoft", @@ -6741,7 +6860,7 @@ { "name": "Bloomberg", "slug": "bloomberg", - "frequency": 18 + "frequency": 21 }, { "name": "Facebook", @@ -6751,23 +6870,23 @@ { "name": "Uber", "slug": "uber", - "frequency": 12 + "frequency": 15 }, { "name": "Yahoo", "slug": "yahoo", "frequency": 9 }, - { - "name": "Yandex", - "slug": "yandex", - "frequency": 7 - }, { "name": "Oracle", "slug": "oracle", "frequency": 6 }, + { + "name": "Yandex", + "slug": "yandex", + "frequency": 5 + }, { "name": "Spotify", "slug": "spotify", @@ -6778,6 +6897,16 @@ "slug": "ibm", "frequency": 3 }, + { + "name": "Zoho", + "slug": "zoho", + "frequency": 3 + }, + { + "name": "Nvidia", + "slug": "nvidia", + "frequency": 3 + }, { "name": "Accenture", "slug": "accenture", @@ -6813,16 +6942,6 @@ "slug": "wipro", "frequency": 2 }, - { - "name": "Zoho", - "slug": "zoho", - "frequency": 2 - }, - { - "name": "Nvidia", - "slug": "nvidia", - "frequency": 2 - }, { "name": "ServiceNow", "slug": "servicenow", @@ -6868,6 +6987,11 @@ "slug": "bny-mellon", "frequency": 2 }, + { + "name": "Luxoft", + "slug": "luxoft", + "frequency": 2 + }, { "name": "CVENT", "slug": "cvent", @@ -6890,16 +7014,16 @@ "difficulty": "Easy", "premium": false, "companies": [ - { - "name": "Yandex", - "slug": "yandex", - "frequency": 7 - }, { "name": "Facebook", "slug": "facebook", "frequency": 5 }, + { + "name": "Yandex", + "slug": "yandex", + "frequency": 5 + }, { "name": "Amazon", "slug": "amazon", @@ -6982,27 +7106,27 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 48 + "frequency": 49 }, { "name": "Amazon", "slug": "amazon", "frequency": 22 }, - { - "name": "Apple", - "slug": "apple", - "frequency": 20 - }, { "name": "Adobe", "slug": "adobe", "frequency": 18 }, + { + "name": "Apple", + "slug": "apple", + "frequency": 18 + }, { "name": "Bloomberg", "slug": "bloomberg", - "frequency": 9 + "frequency": 8 }, { "name": "Google", @@ -7054,11 +7178,6 @@ "slug": "cloudflare", "frequency": 2 }, - { - "name": "Walmart Labs", - "slug": "walmart-labs", - "frequency": 2 - }, { "name": "DoorDash", "slug": "doordash", @@ -7107,13 +7226,13 @@ "frequency": 3 }, { - "name": "Facebook", - "slug": "facebook", + "name": "Apple", + "slug": "apple", "frequency": 2 }, { - "name": "Apple", - "slug": "apple", + "name": "Facebook", + "slug": "facebook", "frequency": 2 }, { @@ -7201,13 +7320,13 @@ "frequency": 2 }, { - "name": "Yahoo", - "slug": "yahoo", + "name": "TikTok", + "slug": "tiktok", "frequency": 2 }, { - "name": "TikTok", - "slug": "tiktok", + "name": "Yahoo", + "slug": "yahoo", "frequency": 2 } ] @@ -7230,28 +7349,28 @@ { "name": "Goldman Sachs", "slug": "goldman-sachs", - "frequency": 22 + "frequency": 24 }, { "name": "Adobe", "slug": "adobe", - "frequency": 9 + "frequency": 10 }, { "name": "Apple", "slug": "apple", - "frequency": 9 - }, - { - "name": "Bloomberg", - "slug": "bloomberg", - "frequency": 8 + "frequency": 10 }, { "name": "Google", "slug": "google", "frequency": 8 }, + { + "name": "Bloomberg", + "slug": "bloomberg", + "frequency": 7 + }, { "name": "Facebook", "slug": "facebook", @@ -7260,7 +7379,7 @@ { "name": "Microsoft", "slug": "microsoft", - "frequency": 4 + "frequency": 5 }, { "name": "Yandex", @@ -7347,33 +7466,28 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 21 + "frequency": 22 }, { "name": "Microsoft", "slug": "microsoft", "frequency": 8 }, + { + "name": "Apple", + "slug": "apple", + "frequency": 7 + }, { "name": "Adobe", "slug": "adobe", "frequency": 6 }, - { - "name": "Apple", - "slug": "apple", - "frequency": 5 - }, { "name": "Yahoo", "slug": "yahoo", "frequency": 5 }, - { - "name": "Google", - "slug": "google", - "frequency": 5 - }, { "name": "Oracle", "slug": "oracle", @@ -7389,6 +7503,11 @@ "slug": "uber", "frequency": 2 }, + { + "name": "Google", + "slug": "google", + "frequency": 2 + }, { "name": "Bloomberg", "slug": "bloomberg", @@ -7574,42 +7693,42 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 28 - }, - { - "name": "Google", - "slug": "google", - "frequency": 14 + "frequency": 29 }, { "name": "Adobe", "slug": "adobe", "frequency": 13 }, + { + "name": "Google", + "slug": "google", + "frequency": 13 + }, { "name": "Apple", "slug": "apple", - "frequency": 12 + "frequency": 13 }, { "name": "Goldman Sachs", "slug": "goldman-sachs", "frequency": 8 }, + { + "name": "Microsoft", + "slug": "microsoft", + "frequency": 5 + }, { "name": "Bloomberg", "slug": "bloomberg", - "frequency": 6 + "frequency": 5 }, { "name": "Facebook", "slug": "facebook", - "frequency": 5 - }, - { - "name": "Microsoft", - "slug": "microsoft", - "frequency": 4 + "frequency": 3 }, { "name": "Yahoo", @@ -7621,19 +7740,14 @@ "slug": "rippling", "frequency": 3 }, - { - "name": "eBay", - "slug": "ebay", - "frequency": 2 - }, { "name": "TikTok", "slug": "tiktok", - "frequency": 2 + "frequency": 3 }, { - "name": "Accenture", - "slug": "accenture", + "name": "eBay", + "slug": "ebay", "frequency": 2 } ] @@ -7651,12 +7765,12 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 21 + "frequency": 19 }, { "name": "Apple", "slug": "apple", - "frequency": 4 + "frequency": 5 }, { "name": "Bloomberg", @@ -7673,16 +7787,16 @@ "slug": "facebook", "frequency": 3 }, - { - "name": "Uber", - "slug": "uber", - "frequency": 3 - }, { "name": "Microsoft", "slug": "microsoft", "frequency": 2 }, + { + "name": "Uber", + "slug": "uber", + "frequency": 2 + }, { "name": "Yandex", "slug": "yandex", @@ -7725,23 +7839,23 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 37 + "frequency": 41 }, { "name": "Yandex", "slug": "yandex", - "frequency": 11 - }, - { - "name": "Apple", - "slug": "apple", - "frequency": 8 + "frequency": 10 }, { "name": "Amazon", "slug": "amazon", "frequency": 8 }, + { + "name": "Apple", + "slug": "apple", + "frequency": 7 + }, { "name": "Zoho", "slug": "zoho", @@ -7752,6 +7866,11 @@ "slug": "google", "frequency": 4 }, + { + "name": "Oracle", + "slug": "oracle", + "frequency": 3 + }, { "name": "Ozon", "slug": "ozon", @@ -7777,11 +7896,6 @@ "slug": "yahoo", "frequency": 2 }, - { - "name": "Oracle", - "slug": "oracle", - "frequency": 2 - }, { "name": "TikTok", "slug": "tiktok", @@ -7802,12 +7916,12 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 5 + "frequency": 6 }, { "name": "Bloomberg", "slug": "bloomberg", - "frequency": 4 + "frequency": 3 }, { "name": "Salesforce", @@ -7824,6 +7938,11 @@ "slug": "microsoft", "frequency": 2 }, + { + "name": "Yandex", + "slug": "yandex", + "frequency": 2 + }, { "name": "Yahoo", "slug": "yahoo", @@ -7887,6 +8006,11 @@ "slug": "apple", "frequency": 3 }, + { + "name": "Amazon", + "slug": "amazon", + "frequency": 2 + }, { "name": "Adobe", "slug": "adobe", @@ -7934,7 +8058,7 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 9 + "frequency": 11 }, { "name": "Amazon", @@ -7972,12 +8096,12 @@ { "name": "Yandex", "slug": "yandex", - "frequency": 40 + "frequency": 42 }, { "name": "Amazon", "slug": "amazon", - "frequency": 4 + "frequency": 5 }, { "name": "Apple", From 7688855e96a51b889564d3f211f93a4d50af72f7 Mon Sep 17 00:00:00 2001 From: seanprashad Date: Sun, 24 Dec 2023 12:02:29 +0000 Subject: [PATCH 3/8] Update questions via run-cron GitHub Action --- src/data/questions.json | 1141 +++++++++++++++++++++------------------ 1 file changed, 629 insertions(+), 512 deletions(-) diff --git a/src/data/questions.json b/src/data/questions.json index 1278f056..71fb5cad 100644 --- a/src/data/questions.json +++ b/src/data/questions.json @@ -1,5 +1,5 @@ { - "updated": "2023-12-17T12:02:25.826859", + "updated": "2023-12-24T12:02:29.206664", "data": [ { "id": 0, @@ -14,7 +14,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 9 + "frequency": 11 }, { "name": "Apple", @@ -24,7 +24,7 @@ { "name": "Google", "slug": "google", - "frequency": 5 + "frequency": 6 }, { "name": "Microsoft", @@ -82,7 +82,7 @@ { "name": "Nvidia", "slug": "nvidia", - "frequency": 2 + "frequency": 3 }, { "name": "warnermedia", @@ -174,7 +174,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 9 + "frequency": 10 }, { "name": "Asana", @@ -268,22 +268,22 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 17 + "frequency": 16 }, { "name": "Adobe", "slug": "adobe", "frequency": 5 }, - { - "name": "Yahoo", - "slug": "yahoo", - "frequency": 4 - }, { "name": "Apple", "slug": "apple", - "frequency": 4 + "frequency": 5 + }, + { + "name": "Yahoo", + "slug": "yahoo", + "frequency": 3 }, { "name": "Microsoft", @@ -330,7 +330,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 6 + "frequency": 5 }, { "name": "Apple", @@ -352,7 +352,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 10 + "frequency": 9 }, { "name": "Adobe", @@ -411,25 +411,25 @@ "slug": "apple", "frequency": 7 }, - { - "name": "Google", - "slug": "google", - "frequency": 5 - }, { "name": "Adobe", "slug": "adobe", + "frequency": 6 + }, + { + "name": "Google", + "slug": "google", "frequency": 5 }, { "name": "Cisco", "slug": "cisco", - "frequency": 5 + "frequency": 4 }, { "name": "Microsoft", "slug": "microsoft", - "frequency": 4 + "frequency": 3 }, { "name": "Facebook", @@ -503,19 +503,24 @@ "slug": "cisco", "frequency": 8 }, - { - "name": "Apple", - "slug": "apple", - "frequency": 7 - }, { "name": "Amazon", "slug": "amazon", - "frequency": 5 + "frequency": 6 + }, + { + "name": "Apple", + "slug": "apple", + "frequency": 6 }, { "name": "Microsoft", "slug": "microsoft", + "frequency": 4 + }, + { + "name": "Bloomberg", + "slug": "bloomberg", "frequency": 3 }, { @@ -523,11 +528,6 @@ "slug": "adobe", "frequency": 2 }, - { - "name": "Bloomberg", - "slug": "bloomberg", - "frequency": 2 - }, { "name": "Facebook", "slug": "facebook", @@ -537,6 +537,11 @@ "name": "Uber", "slug": "uber", "frequency": 2 + }, + { + "name": "TikTok", + "slug": "tiktok", + "frequency": 2 } ] }, @@ -553,37 +558,37 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 8 + "frequency": 9 }, { "name": "Bloomberg", "slug": "bloomberg", "frequency": 8 }, - { - "name": "TikTok", - "slug": "tiktok", - "frequency": 6 - }, { "name": "Microsoft", "slug": "microsoft", "frequency": 5 }, - { - "name": "Google", - "slug": "google", - "frequency": 4 - }, { "name": "Amazon", "slug": "amazon", + "frequency": 5 + }, + { + "name": "TikTok", + "slug": "tiktok", + "frequency": 5 + }, + { + "name": "Google", + "slug": "google", "frequency": 4 }, { "name": "Snapchat", "slug": "snapchat", - "frequency": 4 + "frequency": 3 }, { "name": "Uber", @@ -620,7 +625,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 10 + "frequency": 9 }, { "name": "Netflix", @@ -630,7 +635,7 @@ { "name": "Microsoft", "slug": "microsoft", - "frequency": 6 + "frequency": 5 }, { "name": "Google", @@ -642,6 +647,11 @@ "slug": "morgan-stanley", "frequency": 3 }, + { + "name": "Adobe", + "slug": "adobe", + "frequency": 3 + }, { "name": "Nutanix", "slug": "nutanix", @@ -653,13 +663,13 @@ "frequency": 2 }, { - "name": "Roblox", - "slug": "roblox", + "name": "MakeMyTrip", + "slug": "makemytrip", "frequency": 2 }, { - "name": "Adobe", - "slug": "adobe", + "name": "Roblox", + "slug": "roblox", "frequency": 2 }, { @@ -692,7 +702,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 16 + "frequency": 15 }, { "name": "Adobe", @@ -702,18 +712,23 @@ { "name": "Google", "slug": "google", - "frequency": 7 + "frequency": 8 }, { "name": "Bloomberg", "slug": "bloomberg", - "frequency": 5 + "frequency": 6 }, { "name": "Microsoft", "slug": "microsoft", "frequency": 4 }, + { + "name": "Apple", + "slug": "apple", + "frequency": 3 + }, { "name": "Facebook", "slug": "facebook", @@ -729,11 +744,6 @@ "slug": "yahoo", "frequency": 2 }, - { - "name": "Apple", - "slug": "apple", - "frequency": 2 - }, { "name": "turing", "slug": "turing", @@ -765,7 +775,7 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 10 + "frequency": 9 }, { "name": "Amazon", @@ -830,14 +840,14 @@ "frequency": 3 }, { - "name": "Yahoo", - "slug": "yahoo", + "name": "Amazon", + "slug": "amazon", "frequency": 3 }, { - "name": "Amazon", - "slug": "amazon", - "frequency": 2 + "name": "Yahoo", + "slug": "yahoo", + "frequency": 3 }, { "name": "Flipkart", @@ -867,18 +877,13 @@ "frequency": 9 }, { - "name": "Apple", - "slug": "apple", + "name": "Adobe", + "slug": "adobe", "frequency": 4 }, { - "name": "Google", - "slug": "google", - "frequency": 3 - }, - { - "name": "Adobe", - "slug": "adobe", + "name": "Apple", + "slug": "apple", "frequency": 3 }, { @@ -886,6 +891,11 @@ "slug": "bloomberg", "frequency": 3 }, + { + "name": "Google", + "slug": "google", + "frequency": 2 + }, { "name": "Microsoft", "slug": "microsoft", @@ -978,18 +988,18 @@ "frequency": 7 }, { - "name": "Amazon", - "slug": "amazon", + "name": "TikTok", + "slug": "tiktok", "frequency": 6 }, { - "name": "Apple", - "slug": "apple", + "name": "Amazon", + "slug": "amazon", "frequency": 5 }, { - "name": "TikTok", - "slug": "tiktok", + "name": "Apple", + "slug": "apple", "frequency": 5 }, { @@ -1029,15 +1039,20 @@ "difficulty": "Medium", "premium": false, "companies": [ + { + "name": "TikTok", + "slug": "tiktok", + "frequency": 5 + }, { "name": "Amazon", "slug": "amazon", - "frequency": 5 + "frequency": 4 }, { - "name": "TikTok", - "slug": "tiktok", - "frequency": 5 + "name": "Uber", + "slug": "uber", + "frequency": 2 }, { "name": "Facebook", @@ -1086,7 +1101,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 19 + "frequency": 20 }, { "name": "Microsoft", @@ -1113,21 +1128,21 @@ "slug": "bloomberg", "frequency": 4 }, + { + "name": "Apple", + "slug": "apple", + "frequency": 4 + }, { "name": "TikTok", "slug": "tiktok", "frequency": 4 }, { - "name": "Apple", - "slug": "apple", + "name": "JPMorgan", + "slug": "jpmorgan", "frequency": 3 }, - { - "name": "Facebook", - "slug": "facebook", - "frequency": 2 - }, { "name": "Yandex", "slug": "yandex", @@ -1138,6 +1153,11 @@ "slug": "servicenow", "frequency": 2 }, + { + "name": "Facebook", + "slug": "facebook", + "frequency": 2 + }, { "name": "Tesla", "slug": "tesla", @@ -1147,11 +1167,6 @@ "name": "Visa", "slug": "visa", "frequency": 2 - }, - { - "name": "JPMorgan", - "slug": "jpmorgan", - "frequency": 2 } ] }, @@ -1244,7 +1259,7 @@ { "name": "Apple", "slug": "apple", - "frequency": 7 + "frequency": 8 }, { "name": "Google", @@ -1291,6 +1306,11 @@ "slug": "ibm", "frequency": 2 }, + { + "name": "Zoho", + "slug": "zoho", + "frequency": 2 + }, { "name": "DE Shaw", "slug": "de-shaw", @@ -1327,7 +1347,7 @@ { "name": "Google", "slug": "google", - "frequency": 3 + "frequency": 4 }, { "name": "Apple", @@ -1426,7 +1446,7 @@ { "name": "Apple", "slug": "apple", - "frequency": 8 + "frequency": 9 }, { "name": "Adobe", @@ -1446,12 +1466,12 @@ { "name": "Bloomberg", "slug": "bloomberg", - "frequency": 5 + "frequency": 4 }, { "name": "Microsoft", "slug": "microsoft", - "frequency": 5 + "frequency": 4 }, { "name": "Facebook", @@ -1468,6 +1488,11 @@ "slug": "uber", "frequency": 2 }, + { + "name": "Accolite", + "slug": "accolite", + "frequency": 2 + }, { "name": "Swiggy", "slug": "swiggy", @@ -1495,16 +1520,16 @@ "slug": "cisco", "frequency": 17 }, - { - "name": "Amazon", - "slug": "amazon", - "frequency": 9 - }, { "name": "Google", "slug": "google", "frequency": 8 }, + { + "name": "Amazon", + "slug": "amazon", + "frequency": 8 + }, { "name": "Apple", "slug": "apple", @@ -1520,6 +1545,16 @@ "slug": "tiktok", "frequency": 3 }, + { + "name": "Microsoft", + "slug": "microsoft", + "frequency": 2 + }, + { + "name": "Bloomberg", + "slug": "bloomberg", + "frequency": 2 + }, { "name": "Facebook", "slug": "facebook", @@ -1540,11 +1575,6 @@ "slug": "yahoo", "frequency": 2 }, - { - "name": "Bloomberg", - "slug": "bloomberg", - "frequency": 2 - }, { "name": "Databricks", "slug": "databricks", @@ -1570,23 +1600,23 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 35 + "frequency": 33 }, { "name": "Apple", "slug": "apple", "frequency": 12 }, - { - "name": "Adobe", - "slug": "adobe", - "frequency": 11 - }, { "name": "Microsoft", "slug": "microsoft", "frequency": 11 }, + { + "name": "Adobe", + "slug": "adobe", + "frequency": 10 + }, { "name": "Yandex", "slug": "yandex", @@ -1597,14 +1627,19 @@ "slug": "google", "frequency": 7 }, + { + "name": "Zoho", + "slug": "zoho", + "frequency": 6 + }, { "name": "Bloomberg", "slug": "bloomberg", "frequency": 5 }, { - "name": "Zoho", - "slug": "zoho", + "name": "Nvidia", + "slug": "nvidia", "frequency": 5 }, { @@ -1618,13 +1653,13 @@ "frequency": 4 }, { - "name": "Nvidia", - "slug": "nvidia", + "name": "IBM", + "slug": "ibm", "frequency": 4 }, { - "name": "IBM", - "slug": "ibm", + "name": "Accenture", + "slug": "accenture", "frequency": 4 }, { @@ -1642,11 +1677,6 @@ "slug": "salesforce", "frequency": 3 }, - { - "name": "Accenture", - "slug": "accenture", - "frequency": 3 - }, { "name": "Goldman Sachs", "slug": "goldman-sachs", @@ -1737,7 +1767,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 18 + "frequency": 20 }, { "name": "Microsoft", @@ -1821,14 +1851,14 @@ "difficulty": "Easy", "premium": false, "companies": [ - { - "name": "Facebook", - "slug": "facebook", - "frequency": 2 - }, { "name": "Amazon", "slug": "amazon", + "frequency": 3 + }, + { + "name": "Facebook", + "slug": "facebook", "frequency": 2 } ] @@ -1863,6 +1893,11 @@ "slug": "amazon", "frequency": 3 }, + { + "name": "Microsoft", + "slug": "microsoft", + "frequency": 2 + }, { "name": "Yahoo", "slug": "yahoo", @@ -1874,8 +1909,8 @@ "frequency": 2 }, { - "name": "Microsoft", - "slug": "microsoft", + "name": "Bloomberg", + "slug": "bloomberg", "frequency": 2 } ] @@ -1893,12 +1928,12 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 7 + "frequency": 8 }, { "name": "Bloomberg", "slug": "bloomberg", - "frequency": 6 + "frequency": 7 }, { "name": "Adobe", @@ -1918,7 +1953,7 @@ { "name": "Datadog", "slug": "datadog", - "frequency": 4 + "frequency": 3 }, { "name": "Apple", @@ -1945,16 +1980,16 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 9 + "frequency": 8 }, { - "name": "Apple", - "slug": "apple", + "name": "Adobe", + "slug": "adobe", "frequency": 4 }, { - "name": "Adobe", - "slug": "adobe", + "name": "Apple", + "slug": "apple", "frequency": 3 }, { @@ -1994,21 +2029,21 @@ "slug": "oracle", "frequency": 23 }, + { + "name": "TikTok", + "slug": "tiktok", + "frequency": 8 + }, { "name": "Amazon", "slug": "amazon", - "frequency": 7 + "frequency": 6 }, { "name": "Google", "slug": "google", "frequency": 6 }, - { - "name": "TikTok", - "slug": "tiktok", - "frequency": 6 - }, { "name": "Goldman Sachs", "slug": "goldman-sachs", @@ -2024,6 +2059,11 @@ "slug": "apple", "frequency": 4 }, + { + "name": "Atlassian", + "slug": "atlassian", + "frequency": 4 + }, { "name": "Commvault", "slug": "commvault", @@ -2034,11 +2074,6 @@ "slug": "facebook", "frequency": 3 }, - { - "name": "Atlassian", - "slug": "atlassian", - "frequency": 3 - }, { "name": "Yandex", "slug": "yandex", @@ -2094,7 +2129,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 38 + "frequency": 36 }, { "name": "Cisco", @@ -2106,16 +2141,16 @@ "slug": "adobe", "frequency": 12 }, - { - "name": "Google", - "slug": "google", - "frequency": 11 - }, { "name": "Apple", "slug": "apple", "frequency": 11 }, + { + "name": "Google", + "slug": "google", + "frequency": 10 + }, { "name": "Oracle", "slug": "oracle", @@ -2156,6 +2191,11 @@ "slug": "bloomberg", "frequency": 3 }, + { + "name": "Wayfair", + "slug": "wayfair", + "frequency": 3 + }, { "name": "ByteDance", "slug": "bytedance", @@ -2172,8 +2212,8 @@ "frequency": 2 }, { - "name": "Wayfair", - "slug": "wayfair", + "name": "Salesforce", + "slug": "salesforce", "frequency": 2 }, { @@ -2216,7 +2256,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 7 + "frequency": 8 }, { "name": "Bloomberg", @@ -2349,14 +2389,14 @@ "frequency": 7 }, { - "name": "Adobe", - "slug": "adobe", + "name": "Amazon", + "slug": "amazon", "frequency": 6 }, { - "name": "Amazon", - "slug": "amazon", - "frequency": 5 + "name": "Adobe", + "slug": "adobe", + "frequency": 6 }, { "name": "Apple", @@ -2402,14 +2442,14 @@ "frequency": 5 }, { - "name": "Yahoo", - "slug": "yahoo", + "name": "Uber", + "slug": "uber", "frequency": 4 }, { - "name": "Uber", - "slug": "uber", - "frequency": 3 + "name": "Yahoo", + "slug": "yahoo", + "frequency": 4 }, { "name": "Microsoft", @@ -2468,20 +2508,15 @@ "slug": "goldman-sachs", "frequency": 8 }, - { - "name": "Amazon", - "slug": "amazon", - "frequency": 5 - }, { "name": "Facebook", "slug": "facebook", - "frequency": 4 + "frequency": 5 }, { - "name": "Google", - "slug": "google", - "frequency": 2 + "name": "Amazon", + "slug": "amazon", + "frequency": 5 }, { "name": "Adobe", @@ -2493,6 +2528,11 @@ "slug": "apple", "frequency": 2 }, + { + "name": "Google", + "slug": "google", + "frequency": 2 + }, { "name": "Cisco", "slug": "cisco", @@ -2590,11 +2630,6 @@ "name": "Visa", "slug": "visa", "frequency": 2 - }, - { - "name": "Adobe", - "slug": "adobe", - "frequency": 2 } ] }, @@ -2614,15 +2649,15 @@ "slug": "amazon", "frequency": 5 }, - { - "name": "Adobe", - "slug": "adobe", - "frequency": 3 - }, { "name": "Bloomberg", "slug": "bloomberg", "frequency": 2 + }, + { + "name": "Adobe", + "slug": "adobe", + "frequency": 2 } ] }, @@ -2671,7 +2706,7 @@ { "name": "Apple", "slug": "apple", - "frequency": 4 + "frequency": 3 }, { "name": "Adobe", @@ -2703,7 +2738,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 9 + "frequency": 10 }, { "name": "Bloomberg", @@ -2715,14 +2750,14 @@ "slug": "microsoft", "frequency": 6 }, - { - "name": "Apple", - "slug": "apple", - "frequency": 5 - }, { "name": "Adobe", "slug": "adobe", + "frequency": 6 + }, + { + "name": "Apple", + "slug": "apple", "frequency": 5 }, { @@ -2733,7 +2768,7 @@ { "name": "Yandex", "slug": "yandex", - "frequency": 3 + "frequency": 4 }, { "name": "TikTok", @@ -2757,16 +2792,16 @@ "difficulty": "Easy", "premium": false, "companies": [ - { - "name": "Facebook", - "slug": "facebook", - "frequency": 7 - }, { "name": "Amazon", "slug": "amazon", "frequency": 7 }, + { + "name": "Facebook", + "slug": "facebook", + "frequency": 6 + }, { "name": "Microsoft", "slug": "microsoft", @@ -2839,7 +2874,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 3 + "frequency": 2 }, { "name": "Uber", @@ -2857,7 +2892,13 @@ ], "difficulty": "Medium", "premium": false, - "companies": [] + "companies": [ + { + "name": "TikTok", + "slug": "tiktok", + "frequency": 3 + } + ] }, { "id": 56, @@ -2872,17 +2913,17 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 29 + "frequency": 30 }, { - "name": "Apple", - "slug": "apple", + "name": "Bloomberg", + "slug": "bloomberg", "frequency": 13 }, { - "name": "Bloomberg", - "slug": "bloomberg", - "frequency": 12 + "name": "Apple", + "slug": "apple", + "frequency": 11 }, { "name": "Google", @@ -2892,12 +2933,12 @@ { "name": "Adobe", "slug": "adobe", - "frequency": 8 + "frequency": 10 }, { "name": "Microsoft", "slug": "microsoft", - "frequency": 4 + "frequency": 5 }, { "name": "Uber", @@ -2909,11 +2950,6 @@ "slug": "facebook", "frequency": 3 }, - { - "name": "Yahoo", - "slug": "yahoo", - "frequency": 3 - }, { "name": "Avito", "slug": "avito", @@ -2929,6 +2965,11 @@ "slug": "nvidia", "frequency": 2 }, + { + "name": "Yahoo", + "slug": "yahoo", + "frequency": 2 + }, { "name": "Oracle", "slug": "oracle", @@ -2974,12 +3015,12 @@ { "name": "Microsoft", "slug": "microsoft", - "frequency": 4 + "frequency": 3 }, { "name": "Apple", "slug": "apple", - "frequency": 4 + "frequency": 3 }, { "name": "Adobe", @@ -3164,22 +3205,22 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 23 + "frequency": 22 }, { "name": "Bloomberg", "slug": "bloomberg", - "frequency": 14 + "frequency": 15 }, { "name": "TikTok", "slug": "tiktok", - "frequency": 12 + "frequency": 13 }, { "name": "Google", "slug": "google", - "frequency": 11 + "frequency": 12 }, { "name": "Microsoft", @@ -3206,6 +3247,11 @@ "slug": "adobe", "frequency": 4 }, + { + "name": "Uber", + "slug": "uber", + "frequency": 3 + }, { "name": "Oracle", "slug": "oracle", @@ -3231,11 +3277,6 @@ "slug": "cruise-automation", "frequency": 3 }, - { - "name": "Uber", - "slug": "uber", - "frequency": 2 - }, { "name": "Yahoo", "slug": "yahoo", @@ -3256,6 +3297,11 @@ "slug": "tesla", "frequency": 2 }, + { + "name": "ByteDance", + "slug": "bytedance", + "frequency": 2 + }, { "name": "ServiceNow", "slug": "servicenow", @@ -3337,16 +3383,16 @@ "slug": "facebook", "frequency": 4 }, - { - "name": "TikTok", - "slug": "tiktok", - "frequency": 4 - }, { "name": "Microsoft", "slug": "microsoft", "frequency": 3 }, + { + "name": "TikTok", + "slug": "tiktok", + "frequency": 3 + }, { "name": "Arista Networks", "slug": "arista-networks", @@ -3367,7 +3413,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 6 + "frequency": 5 }, { "name": "Adobe", @@ -3396,16 +3442,16 @@ "difficulty": "Medium", "premium": false, "companies": [ - { - "name": "Amazon", - "slug": "amazon", - "frequency": 4 - }, { "name": "Bloomberg", "slug": "bloomberg", "frequency": 4 }, + { + "name": "Amazon", + "slug": "amazon", + "frequency": 3 + }, { "name": "Adobe", "slug": "adobe", @@ -3438,16 +3484,16 @@ "difficulty": "Medium", "premium": false, "companies": [ - { - "name": "Amazon", - "slug": "amazon", - "frequency": 6 - }, { "name": "Apple", "slug": "apple", "frequency": 5 }, + { + "name": "Amazon", + "slug": "amazon", + "frequency": 4 + }, { "name": "Microsoft", "slug": "microsoft", @@ -3496,14 +3542,14 @@ "frequency": 4 }, { - "name": "Uber", - "slug": "uber", + "name": "Amazon", + "slug": "amazon", "frequency": 3 }, { - "name": "Amazon", - "slug": "amazon", - "frequency": 2 + "name": "Uber", + "slug": "uber", + "frequency": 3 }, { "name": "Apple", @@ -3555,7 +3601,7 @@ { "name": "Apple", "slug": "apple", - "frequency": 9 + "frequency": 8 }, { "name": "Facebook", @@ -3572,11 +3618,6 @@ "slug": "medianet", "frequency": 6 }, - { - "name": "Uber", - "slug": "uber", - "frequency": 4 - }, { "name": "Hubspot", "slug": "hubspot", @@ -3587,6 +3628,11 @@ "slug": "bloomberg", "frequency": 3 }, + { + "name": "Uber", + "slug": "uber", + "frequency": 2 + }, { "name": "Yahoo", "slug": "yahoo", @@ -3666,12 +3712,12 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 23 + "frequency": 25 }, { "name": "TikTok", "slug": "tiktok", - "frequency": 12 + "frequency": 13 }, { "name": "Amazon", @@ -3686,7 +3732,7 @@ { "name": "Apple", "slug": "apple", - "frequency": 4 + "frequency": 5 }, { "name": "Microsoft", @@ -3694,8 +3740,8 @@ "frequency": 3 }, { - "name": "Google", - "slug": "google", + "name": "Oracle", + "slug": "oracle", "frequency": 3 }, { @@ -3709,8 +3755,8 @@ "frequency": 3 }, { - "name": "Oracle", - "slug": "oracle", + "name": "Google", + "slug": "google", "frequency": 2 }, { @@ -3802,7 +3848,7 @@ { "name": "Bloomberg", "slug": "bloomberg", - "frequency": 15 + "frequency": 16 }, { "name": "Amazon", @@ -3812,7 +3858,7 @@ { "name": "Google", "slug": "google", - "frequency": 12 + "frequency": 11 }, { "name": "Microsoft", @@ -3849,6 +3895,11 @@ "slug": "adobe", "frequency": 4 }, + { + "name": "Netflix", + "slug": "netflix", + "frequency": 4 + }, { "name": "LinkedIn", "slug": "linkedin", @@ -3865,8 +3916,8 @@ "frequency": 3 }, { - "name": "Netflix", - "slug": "netflix", + "name": "JPMorgan", + "slug": "jpmorgan", "frequency": 3 }, { @@ -3884,11 +3935,6 @@ "slug": "yandex", "frequency": 2 }, - { - "name": "JPMorgan", - "slug": "jpmorgan", - "frequency": 2 - }, { "name": "Accenture", "slug": "accenture", @@ -4087,7 +4133,12 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 4 + "frequency": 5 + }, + { + "name": "DoorDash", + "slug": "doordash", + "frequency": 2 } ] }, @@ -4318,22 +4369,22 @@ { "name": "Adobe", "slug": "adobe", - "frequency": 3 + "frequency": 4 }, { "name": "Bloomberg", "slug": "bloomberg", "frequency": 2 }, - { - "name": "Microsoft", - "slug": "microsoft", - "frequency": 2 - }, { "name": "TikTok", "slug": "tiktok", "frequency": 2 + }, + { + "name": "Microsoft", + "slug": "microsoft", + "frequency": 2 } ] }, @@ -4350,7 +4401,12 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 11 + "frequency": 12 + }, + { + "name": "Bloomberg", + "slug": "bloomberg", + "frequency": 8 }, { "name": "Facebook", @@ -4358,20 +4414,15 @@ "frequency": 8 }, { - "name": "Bloomberg", - "slug": "bloomberg", - "frequency": 7 + "name": "Apple", + "slug": "apple", + "frequency": 6 }, { "name": "Microsoft", "slug": "microsoft", "frequency": 5 }, - { - "name": "Apple", - "slug": "apple", - "frequency": 5 - }, { "name": "Adobe", "slug": "adobe", @@ -4427,6 +4478,11 @@ "slug": "servicenow", "frequency": 2 }, + { + "name": "Navi", + "slug": "navi", + "frequency": 2 + }, { "name": "VMware", "slug": "vmware", @@ -4489,7 +4545,7 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 6 + "frequency": 5 }, { "name": "Google", @@ -4511,11 +4567,6 @@ "slug": "goldman-sachs", "frequency": 3 }, - { - "name": "Adobe", - "slug": "adobe", - "frequency": 2 - }, { "name": "Coupang", "slug": "coupang", @@ -4525,6 +4576,11 @@ "name": "Bloomberg", "slug": "bloomberg", "frequency": 2 + }, + { + "name": "Adobe", + "slug": "adobe", + "frequency": 2 } ] }, @@ -4598,7 +4654,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 3 + "frequency": 4 }, { "name": "Apple", @@ -4701,7 +4757,7 @@ { "name": "Yandex", "slug": "yandex", - "frequency": 11 + "frequency": 12 }, { "name": "Adobe", @@ -4711,7 +4767,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 5 + "frequency": 4 }, { "name": "Google", @@ -4760,11 +4816,6 @@ "slug": "uber", "frequency": 2 }, - { - "name": "turing", - "slug": "turing", - "frequency": 2 - }, { "name": "Bloomberg", "slug": "bloomberg", @@ -4774,6 +4825,11 @@ "name": "Yandex", "slug": "yandex", "frequency": 2 + }, + { + "name": "turing", + "slug": "turing", + "frequency": 2 } ] }, @@ -4797,16 +4853,16 @@ "slug": "adobe", "frequency": 7 }, - { - "name": "Google", - "slug": "google", - "frequency": 6 - }, { "name": "Microsoft", "slug": "microsoft", "frequency": 5 }, + { + "name": "Google", + "slug": "google", + "frequency": 5 + }, { "name": "Booking.com", "slug": "bookingcom", @@ -4827,6 +4883,11 @@ "slug": "goldman-sachs", "frequency": 3 }, + { + "name": "Oracle", + "slug": "oracle", + "frequency": 3 + }, { "name": "Uber", "slug": "uber", @@ -4846,11 +4907,6 @@ "name": "Citadel", "slug": "citadel", "frequency": 2 - }, - { - "name": "Oracle", - "slug": "oracle", - "frequency": 2 } ] }, @@ -4867,26 +4923,26 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 37 + "frequency": 36 }, { "name": "Bloomberg", "slug": "bloomberg", - "frequency": 20 + "frequency": 21 }, { "name": "Apple", "slug": "apple", - "frequency": 16 - }, - { - "name": "Adobe", - "slug": "adobe", - "frequency": 13 + "frequency": 17 }, { "name": "Yandex", "slug": "yandex", + "frequency": 14 + }, + { + "name": "Adobe", + "slug": "adobe", "frequency": 13 }, { @@ -4902,12 +4958,12 @@ { "name": "TikTok", "slug": "tiktok", - "frequency": 9 + "frequency": 8 }, { "name": "Tesla", "slug": "tesla", - "frequency": 7 + "frequency": 6 }, { "name": "Facebook", @@ -4919,6 +4975,11 @@ "slug": "spotify", "frequency": 5 }, + { + "name": "Walmart Labs", + "slug": "walmart-labs", + "frequency": 4 + }, { "name": "Salesforce", "slug": "salesforce", @@ -4929,11 +4990,6 @@ "slug": "oracle", "frequency": 4 }, - { - "name": "Walmart Labs", - "slug": "walmart-labs", - "frequency": 3 - }, { "name": "Flipkart", "slug": "flipkart", @@ -4944,6 +5000,11 @@ "slug": "ebay", "frequency": 3 }, + { + "name": "Yahoo", + "slug": "yahoo", + "frequency": 2 + }, { "name": "Uber", "slug": "uber", @@ -4969,6 +5030,11 @@ "slug": "agoda", "frequency": 2 }, + { + "name": "BNY Mellon", + "slug": "bny-mellon", + "frequency": 2 + }, { "name": "Intuit", "slug": "intuit", @@ -5037,7 +5103,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 10 + "frequency": 9 }, { "name": "Lyft", @@ -5049,16 +5115,16 @@ "slug": "tiktok", "frequency": 5 }, - { - "name": "Yandex", - "slug": "yandex", - "frequency": 4 - }, { "name": "Google", "slug": "google", "frequency": 4 }, + { + "name": "Yandex", + "slug": "yandex", + "frequency": 3 + }, { "name": "Adobe", "slug": "adobe", @@ -5160,7 +5226,7 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 23 + "frequency": 24 }, { "name": "Amazon", @@ -5170,7 +5236,7 @@ { "name": "Apple", "slug": "apple", - "frequency": 11 + "frequency": 10 }, { "name": "Avito", @@ -5187,6 +5253,11 @@ "slug": "uber", "frequency": 5 }, + { + "name": "Adobe", + "slug": "adobe", + "frequency": 4 + }, { "name": "TikTok", "slug": "tiktok", @@ -5207,24 +5278,19 @@ "slug": "google", "frequency": 2 }, - { - "name": "Adobe", - "slug": "adobe", - "frequency": 2 - }, { "name": "Dropbox", "slug": "dropbox", "frequency": 2 }, { - "name": "Docusign", - "slug": "docusign", + "name": "Netflix", + "slug": "netflix", "frequency": 2 }, { - "name": "Netflix", - "slug": "netflix", + "name": "Docusign", + "slug": "docusign", "frequency": 2 } ] @@ -5244,6 +5310,11 @@ "slug": "facebook", "frequency": 2 }, + { + "name": "Adobe", + "slug": "adobe", + "frequency": 2 + }, { "name": "Microsoft", "slug": "microsoft", @@ -5265,12 +5336,12 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 86 + "frequency": 89 }, { "name": "Amazon", "slug": "amazon", - "frequency": 17 + "frequency": 16 }, { "name": "Google", @@ -5282,6 +5353,11 @@ "slug": "adobe", "frequency": 6 }, + { + "name": "TikTok", + "slug": "tiktok", + "frequency": 5 + }, { "name": "Microsoft", "slug": "microsoft", @@ -5307,11 +5383,6 @@ "slug": "linkedin", "frequency": 3 }, - { - "name": "TikTok", - "slug": "tiktok", - "frequency": 3 - }, { "name": "Nvidia", "slug": "nvidia", @@ -5368,7 +5439,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 16 + "frequency": 20 }, { "name": "TikTok", @@ -5395,6 +5466,11 @@ "slug": "yahoo", "frequency": 2 }, + { + "name": "PayPal", + "slug": "paypal", + "frequency": 2 + }, { "name": "Druva", "slug": "druva", @@ -5446,7 +5522,13 @@ ], "difficulty": "Hard", "premium": false, - "companies": [] + "companies": [ + { + "name": "PayPal", + "slug": "paypal", + "frequency": 2 + } + ] }, { "id": 115, @@ -5474,7 +5556,7 @@ { "name": "Google", "slug": "google", - "frequency": 10 + "frequency": 11 }, { "name": "Apple", @@ -5484,7 +5566,7 @@ { "name": "TikTok", "slug": "tiktok", - "frequency": 6 + "frequency": 5 }, { "name": "Microsoft", @@ -5551,16 +5633,6 @@ "slug": "google", "frequency": 6 }, - { - "name": "Apple", - "slug": "apple", - "frequency": 3 - }, - { - "name": "eBay", - "slug": "ebay", - "frequency": 3 - }, { "name": "Intuit", "slug": "intuit", @@ -5586,6 +5658,16 @@ "slug": "facebook", "frequency": 2 }, + { + "name": "Apple", + "slug": "apple", + "frequency": 2 + }, + { + "name": "eBay", + "slug": "ebay", + "frequency": 2 + }, { "name": "Snapchat", "slug": "snapchat", @@ -5623,7 +5705,7 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 2 + "frequency": 3 }, { "name": "Citadel", @@ -5648,6 +5730,11 @@ "slug": "facebook", "frequency": 6 }, + { + "name": "Google", + "slug": "google", + "frequency": 2 + }, { "name": "TikTok", "slug": "tiktok", @@ -5758,7 +5845,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 8 + "frequency": 7 }, { "name": "TikTok", @@ -5865,13 +5952,13 @@ "frequency": 3 }, { - "name": "Facebook", - "slug": "facebook", + "name": "Google", + "slug": "google", "frequency": 2 }, { - "name": "Google", - "slug": "google", + "name": "Microsoft", + "slug": "microsoft", "frequency": 2 }, { @@ -5879,6 +5966,11 @@ "slug": "amazon", "frequency": 2 }, + { + "name": "Facebook", + "slug": "facebook", + "frequency": 2 + }, { "name": "Oracle", "slug": "oracle", @@ -5960,7 +6052,7 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 9 + "frequency": 10 }, { "name": "Amazon", @@ -6078,14 +6170,19 @@ "difficulty": "Easy", "premium": false, "companies": [ + { + "name": "Apple", + "slug": "apple", + "frequency": 3 + }, { "name": "Adobe", "slug": "adobe", "frequency": 3 }, { - "name": "Apple", - "slug": "apple", + "name": "Amazon", + "slug": "amazon", "frequency": 2 }, { @@ -6097,11 +6194,6 @@ "name": "Yandex", "slug": "yandex", "frequency": 2 - }, - { - "name": "Amazon", - "slug": "amazon", - "frequency": 2 } ] }, @@ -6118,7 +6210,7 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 28 + "frequency": 29 }, { "name": "Amazon", @@ -6296,6 +6388,11 @@ "name": "Adobe", "slug": "adobe", "frequency": 2 + }, + { + "name": "TikTok", + "slug": "tiktok", + "frequency": 2 } ] }, @@ -6312,7 +6409,7 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 44 + "frequency": 45 }, { "name": "Amazon", @@ -6334,6 +6431,11 @@ "slug": "google", "frequency": 2 }, + { + "name": "Microsoft", + "slug": "microsoft", + "frequency": 2 + }, { "name": "Yahoo", "slug": "yahoo", @@ -6377,25 +6479,25 @@ "difficulty": "Medium", "premium": false, "companies": [ - { - "name": "TikTok", - "slug": "tiktok", - "frequency": 4 - }, { "name": "Amazon", "slug": "amazon", "frequency": 3 }, { - "name": "Adobe", - "slug": "adobe", - "frequency": 2 + "name": "TikTok", + "slug": "tiktok", + "frequency": 3 }, { "name": "Facebook", "slug": "facebook", "frequency": 2 + }, + { + "name": "Adobe", + "slug": "adobe", + "frequency": 2 } ] }, @@ -6449,12 +6551,12 @@ { "name": "Bloomberg", "slug": "bloomberg", - "frequency": 9 + "frequency": 10 }, { "name": "Amazon", "slug": "amazon", - "frequency": 6 + "frequency": 7 }, { "name": "TikTok", @@ -6466,14 +6568,14 @@ "slug": "sig", "frequency": 6 }, - { - "name": "Microsoft", - "slug": "microsoft", - "frequency": 3 - }, { "name": "Apple", "slug": "apple", + "frequency": 4 + }, + { + "name": "Microsoft", + "slug": "microsoft", "frequency": 3 }, { @@ -6491,6 +6593,11 @@ "slug": "google", "frequency": 2 }, + { + "name": "Facebook", + "slug": "facebook", + "frequency": 2 + }, { "name": "LinkedIn", "slug": "linkedin", @@ -6527,7 +6634,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 2 + "frequency": 4 }, { "name": "Microsoft", @@ -6569,7 +6676,7 @@ { "name": "DoorDash", "slug": "doordash", - "frequency": 18 + "frequency": 17 }, { "name": "Amazon", @@ -6722,14 +6829,14 @@ "frequency": 4 }, { - "name": "eBay", - "slug": "ebay", + "name": "Amazon", + "slug": "amazon", "frequency": 3 }, { - "name": "Amazon", - "slug": "amazon", - "frequency": 2 + "name": "eBay", + "slug": "ebay", + "frequency": 3 }, { "name": "Apple", @@ -6773,6 +6880,11 @@ "slug": "ixl", "frequency": 3 }, + { + "name": "Google", + "slug": "google", + "frequency": 2 + }, { "name": "TikTok", "slug": "tiktok", @@ -6835,7 +6947,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 118 + "frequency": 117 }, { "name": "Google", @@ -6845,17 +6957,17 @@ { "name": "Adobe", "slug": "adobe", - "frequency": 46 + "frequency": 47 }, { "name": "Apple", "slug": "apple", - "frequency": 40 + "frequency": 41 }, { "name": "Microsoft", "slug": "microsoft", - "frequency": 21 + "frequency": 23 }, { "name": "Bloomberg", @@ -6870,12 +6982,12 @@ { "name": "Uber", "slug": "uber", - "frequency": 15 + "frequency": 13 }, { "name": "Yahoo", "slug": "yahoo", - "frequency": 9 + "frequency": 10 }, { "name": "Oracle", @@ -6887,6 +6999,11 @@ "slug": "yandex", "frequency": 5 }, + { + "name": "Zoho", + "slug": "zoho", + "frequency": 4 + }, { "name": "Spotify", "slug": "spotify", @@ -6897,11 +7014,6 @@ "slug": "ibm", "frequency": 3 }, - { - "name": "Zoho", - "slug": "zoho", - "frequency": 3 - }, { "name": "Nvidia", "slug": "nvidia", @@ -6932,11 +7044,6 @@ "slug": "huawei", "frequency": 2 }, - { - "name": "Cisco", - "slug": "cisco", - "frequency": 2 - }, { "name": "wipro", "slug": "wipro", @@ -6982,6 +7089,11 @@ "slug": "morgan-stanley", "frequency": 2 }, + { + "name": "Cisco", + "slug": "cisco", + "frequency": 2 + }, { "name": "BNY Mellon", "slug": "bny-mellon", @@ -7106,32 +7218,32 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 49 + "frequency": 47 }, { "name": "Amazon", "slug": "amazon", "frequency": 22 }, - { - "name": "Adobe", - "slug": "adobe", - "frequency": 18 - }, { "name": "Apple", "slug": "apple", "frequency": 18 }, + { + "name": "Adobe", + "slug": "adobe", + "frequency": 17 + }, { "name": "Bloomberg", "slug": "bloomberg", - "frequency": 8 + "frequency": 9 }, { "name": "Google", "slug": "google", - "frequency": 8 + "frequency": 7 }, { "name": "Microsoft", @@ -7183,11 +7295,6 @@ "slug": "doordash", "frequency": 2 }, - { - "name": "Tesla", - "slug": "tesla", - "frequency": 2 - }, { "name": "Docusign", "slug": "docusign", @@ -7284,34 +7391,34 @@ "slug": "microsoft", "frequency": 5 }, - { - "name": "Amazon", - "slug": "amazon", - "frequency": 5 - }, { "name": "Adobe", "slug": "adobe", "frequency": 5 }, { - "name": "Uber", - "slug": "uber", - "frequency": 2 - }, - { - "name": "Google", - "slug": "google", - "frequency": 2 + "name": "Amazon", + "slug": "amazon", + "frequency": 4 }, { "name": "Oracle", "slug": "oracle", - "frequency": 2 + "frequency": 3 }, { "name": "Apple", "slug": "apple", + "frequency": 3 + }, + { + "name": "Uber", + "slug": "uber", + "frequency": 2 + }, + { + "name": "Google", + "slug": "google", "frequency": 2 }, { @@ -7344,12 +7451,12 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 37 + "frequency": 39 }, { "name": "Goldman Sachs", "slug": "goldman-sachs", - "frequency": 24 + "frequency": 26 }, { "name": "Adobe", @@ -7366,10 +7473,15 @@ "slug": "google", "frequency": 8 }, + { + "name": "Microsoft", + "slug": "microsoft", + "frequency": 6 + }, { "name": "Bloomberg", "slug": "bloomberg", - "frequency": 7 + "frequency": 6 }, { "name": "Facebook", @@ -7377,20 +7489,15 @@ "frequency": 5 }, { - "name": "Microsoft", - "slug": "microsoft", - "frequency": 5 + "name": "Walmart Labs", + "slug": "walmart-labs", + "frequency": 4 }, { "name": "Yandex", "slug": "yandex", "frequency": 4 }, - { - "name": "Walmart Labs", - "slug": "walmart-labs", - "frequency": 3 - }, { "name": "Flipkart", "slug": "flipkart", @@ -7431,6 +7538,11 @@ "slug": "servicenow", "frequency": 2 }, + { + "name": "TikTok", + "slug": "tiktok", + "frequency": 2 + }, { "name": "MAQ Software", "slug": "maq-software", @@ -7441,11 +7553,6 @@ "slug": "medianet", "frequency": 2 }, - { - "name": "TikTok", - "slug": "tiktok", - "frequency": 2 - }, { "name": "EPAM Systems", "slug": "epam-systems", @@ -7466,16 +7573,11 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 22 + "frequency": 23 }, { "name": "Microsoft", "slug": "microsoft", - "frequency": 8 - }, - { - "name": "Apple", - "slug": "apple", "frequency": 7 }, { @@ -7483,6 +7585,11 @@ "slug": "adobe", "frequency": 6 }, + { + "name": "Apple", + "slug": "apple", + "frequency": 6 + }, { "name": "Yahoo", "slug": "yahoo", @@ -7493,6 +7600,11 @@ "slug": "oracle", "frequency": 4 }, + { + "name": "Google", + "slug": "google", + "frequency": 3 + }, { "name": "Flipkart", "slug": "flipkart", @@ -7503,11 +7615,6 @@ "slug": "uber", "frequency": 2 }, - { - "name": "Google", - "slug": "google", - "frequency": 2 - }, { "name": "Bloomberg", "slug": "bloomberg", @@ -7693,7 +7800,12 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 29 + "frequency": 30 + }, + { + "name": "Apple", + "slug": "apple", + "frequency": 15 }, { "name": "Adobe", @@ -7703,17 +7815,12 @@ { "name": "Google", "slug": "google", - "frequency": 13 - }, - { - "name": "Apple", - "slug": "apple", - "frequency": 13 + "frequency": 11 }, { "name": "Goldman Sachs", "slug": "goldman-sachs", - "frequency": 8 + "frequency": 9 }, { "name": "Microsoft", @@ -7728,7 +7835,7 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 3 + "frequency": 4 }, { "name": "Yahoo", @@ -7749,6 +7856,11 @@ "name": "eBay", "slug": "ebay", "frequency": 2 + }, + { + "name": "VMware", + "slug": "vmware", + "frequency": 2 } ] }, @@ -7770,7 +7882,7 @@ { "name": "Apple", "slug": "apple", - "frequency": 5 + "frequency": 4 }, { "name": "Bloomberg", @@ -7839,12 +7951,12 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 41 + "frequency": 42 }, { "name": "Yandex", "slug": "yandex", - "frequency": 10 + "frequency": 9 }, { "name": "Amazon", @@ -7859,32 +7971,22 @@ { "name": "Zoho", "slug": "zoho", - "frequency": 6 + "frequency": 7 }, { "name": "Google", "slug": "google", - "frequency": 4 - }, - { - "name": "Oracle", - "slug": "oracle", - "frequency": 3 - }, - { - "name": "Ozon", - "slug": "ozon", "frequency": 3 }, { "name": "eBay", "slug": "ebay", - "frequency": 2 + "frequency": 3 }, { - "name": "Uber", - "slug": "uber", - "frequency": 2 + "name": "Oracle", + "slug": "oracle", + "frequency": 3 }, { "name": "Adobe", @@ -7896,10 +7998,25 @@ "slug": "yahoo", "frequency": 2 }, + { + "name": "Tesla", + "slug": "tesla", + "frequency": 2 + }, { "name": "TikTok", "slug": "tiktok", "frequency": 2 + }, + { + "name": "Ozon", + "slug": "ozon", + "frequency": 2 + }, + { + "name": "Uber", + "slug": "uber", + "frequency": 2 } ] }, @@ -7916,12 +8033,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 6 - }, - { - "name": "Bloomberg", - "slug": "bloomberg", - "frequency": 3 + "frequency": 7 }, { "name": "Salesforce", @@ -7938,6 +8050,11 @@ "slug": "microsoft", "frequency": 2 }, + { + "name": "Bloomberg", + "slug": "bloomberg", + "frequency": 2 + }, { "name": "Yandex", "slug": "yandex", @@ -8058,12 +8175,12 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 11 + "frequency": 12 }, { "name": "Amazon", "slug": "amazon", - "frequency": 7 + "frequency": 8 }, { "name": "Google", @@ -8096,7 +8213,7 @@ { "name": "Yandex", "slug": "yandex", - "frequency": 42 + "frequency": 40 }, { "name": "Amazon", From 4383bffc81d6be685944acb301dd681d103ee978 Mon Sep 17 00:00:00 2001 From: seanprashad Date: Sun, 31 Dec 2023 12:02:45 +0000 Subject: [PATCH 4/8] Update questions via run-cron GitHub Action --- src/data/questions.json | 1055 ++++++++++++++++++++++----------------- 1 file changed, 603 insertions(+), 452 deletions(-) diff --git a/src/data/questions.json b/src/data/questions.json index 71fb5cad..22e95277 100644 --- a/src/data/questions.json +++ b/src/data/questions.json @@ -1,5 +1,5 @@ { - "updated": "2023-12-24T12:02:29.206664", + "updated": "2023-12-31T12:02:44.528824", "data": [ { "id": 0, @@ -14,7 +14,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 11 + "frequency": 10 }, { "name": "Apple", @@ -51,6 +51,11 @@ "slug": "adobe", "frequency": 2 }, + { + "name": "Yahoo", + "slug": "yahoo", + "frequency": 2 + }, { "name": "tcs", "slug": "tcs", @@ -134,16 +139,16 @@ "slug": "adobe", "frequency": 6 }, - { - "name": "Apple", - "slug": "apple", - "frequency": 5 - }, { "name": "Google", "slug": "google", "frequency": 4 }, + { + "name": "Apple", + "slug": "apple", + "frequency": 4 + }, { "name": "Bloomberg", "slug": "bloomberg", @@ -212,14 +217,14 @@ "frequency": 3 }, { - "name": "TikTok", - "slug": "tiktok", + "name": "Adobe", + "slug": "adobe", "frequency": 3 }, { - "name": "Adobe", - "slug": "adobe", - "frequency": 2 + "name": "TikTok", + "slug": "tiktok", + "frequency": 3 }, { "name": "Yandex", @@ -270,16 +275,16 @@ "slug": "amazon", "frequency": 16 }, - { - "name": "Adobe", - "slug": "adobe", - "frequency": 5 - }, { "name": "Apple", "slug": "apple", "frequency": 5 }, + { + "name": "Adobe", + "slug": "adobe", + "frequency": 4 + }, { "name": "Yahoo", "slug": "yahoo", @@ -305,11 +310,6 @@ "slug": "bloomberg", "frequency": 2 }, - { - "name": "Goldman Sachs", - "slug": "goldman-sachs", - "frequency": 2 - }, { "name": "PhonePe", "slug": "phonepe", @@ -335,7 +335,7 @@ { "name": "Apple", "slug": "apple", - "frequency": 3 + "frequency": 2 } ] }, @@ -354,20 +354,20 @@ "slug": "amazon", "frequency": 9 }, - { - "name": "Adobe", - "slug": "adobe", - "frequency": 7 - }, { "name": "Facebook", "slug": "facebook", "frequency": 5 }, + { + "name": "Adobe", + "slug": "adobe", + "frequency": 5 + }, { "name": "Apple", "slug": "apple", - "frequency": 5 + "frequency": 3 }, { "name": "Uber", @@ -404,7 +404,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 15 + "frequency": 14 }, { "name": "Apple", @@ -441,11 +441,6 @@ "slug": "epic-systems", "frequency": 2 }, - { - "name": "Uber", - "slug": "uber", - "frequency": 2 - }, { "name": "Yahoo", "slug": "yahoo", @@ -476,6 +471,11 @@ "slug": "makemytrip", "frequency": 2 }, + { + "name": "Uber", + "slug": "uber", + "frequency": 2 + }, { "name": "Flipkart", "slug": "flipkart", @@ -493,20 +493,20 @@ "difficulty": "Medium", "premium": false, "companies": [ - { - "name": "Google", - "slug": "google", - "frequency": 8 - }, { "name": "Cisco", "slug": "cisco", "frequency": 8 }, + { + "name": "Google", + "slug": "google", + "frequency": 7 + }, { "name": "Amazon", "slug": "amazon", - "frequency": 6 + "frequency": 7 }, { "name": "Apple", @@ -538,6 +538,11 @@ "slug": "uber", "frequency": 2 }, + { + "name": "Yahoo", + "slug": "yahoo", + "frequency": 2 + }, { "name": "TikTok", "slug": "tiktok", @@ -563,7 +568,7 @@ { "name": "Bloomberg", "slug": "bloomberg", - "frequency": 8 + "frequency": 9 }, { "name": "Microsoft", @@ -625,7 +630,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 9 + "frequency": 8 }, { "name": "Netflix", @@ -640,7 +645,7 @@ { "name": "Google", "slug": "google", - "frequency": 4 + "frequency": 3 }, { "name": "Morgan Stanley", @@ -657,6 +662,11 @@ "slug": "nutanix", "frequency": 3 }, + { + "name": "Facebook", + "slug": "facebook", + "frequency": 2 + }, { "name": "Apple", "slug": "apple", @@ -677,11 +687,6 @@ "slug": "databricks", "frequency": 2 }, - { - "name": "Facebook", - "slug": "facebook", - "frequency": 2 - }, { "name": "Bloomberg", "slug": "bloomberg", @@ -702,7 +707,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 15 + "frequency": 16 }, { "name": "Adobe", @@ -727,7 +732,7 @@ { "name": "Apple", "slug": "apple", - "frequency": 3 + "frequency": 4 }, { "name": "Facebook", @@ -760,7 +765,13 @@ ], "difficulty": "Medium", "premium": false, - "companies": [] + "companies": [ + { + "name": "Apple", + "slug": "apple", + "frequency": 2 + } + ] }, { "id": 14, @@ -780,7 +791,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 8 + "frequency": 9 }, { "name": "Apple", @@ -834,11 +845,6 @@ "difficulty": "Medium", "premium": false, "companies": [ - { - "name": "Bloomberg", - "slug": "bloomberg", - "frequency": 3 - }, { "name": "Amazon", "slug": "amazon", @@ -849,6 +855,11 @@ "slug": "yahoo", "frequency": 3 }, + { + "name": "Bloomberg", + "slug": "bloomberg", + "frequency": 2 + }, { "name": "Flipkart", "slug": "flipkart", @@ -874,17 +885,12 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 9 + "frequency": 12 }, { "name": "Adobe", "slug": "adobe", - "frequency": 4 - }, - { - "name": "Apple", - "slug": "apple", - "frequency": 3 + "frequency": 5 }, { "name": "Bloomberg", @@ -897,8 +903,13 @@ "frequency": 2 }, { - "name": "Microsoft", - "slug": "microsoft", + "name": "Facebook", + "slug": "facebook", + "frequency": 2 + }, + { + "name": "Apple", + "slug": "apple", "frequency": 2 }, { @@ -911,6 +922,11 @@ "slug": "tiktok", "frequency": 2 }, + { + "name": "Microsoft", + "slug": "microsoft", + "frequency": 2 + }, { "name": "Yahoo", "slug": "yahoo", @@ -990,11 +1006,16 @@ { "name": "TikTok", "slug": "tiktok", - "frequency": 6 + "frequency": 7 }, { "name": "Amazon", "slug": "amazon", + "frequency": 6 + }, + { + "name": "Google", + "slug": "google", "frequency": 5 }, { @@ -1002,11 +1023,6 @@ "slug": "apple", "frequency": 5 }, - { - "name": "Google", - "slug": "google", - "frequency": 4 - }, { "name": "Airbnb", "slug": "airbnb", @@ -1047,7 +1063,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 4 + "frequency": 3 }, { "name": "Uber", @@ -1101,7 +1117,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 20 + "frequency": 18 }, { "name": "Microsoft", @@ -1116,7 +1132,7 @@ { "name": "Adobe", "slug": "adobe", - "frequency": 6 + "frequency": 5 }, { "name": "Yahoo", @@ -1128,16 +1144,16 @@ "slug": "bloomberg", "frequency": 4 }, - { - "name": "Apple", - "slug": "apple", - "frequency": 4 - }, { "name": "TikTok", "slug": "tiktok", "frequency": 4 }, + { + "name": "Apple", + "slug": "apple", + "frequency": 3 + }, { "name": "JPMorgan", "slug": "jpmorgan", @@ -1219,6 +1235,11 @@ "slug": "amazon", "frequency": 4 }, + { + "name": "Adobe", + "slug": "adobe", + "frequency": 3 + }, { "name": "Apple", "slug": "apple", @@ -1230,8 +1251,8 @@ "frequency": 2 }, { - "name": "Adobe", - "slug": "adobe", + "name": "Yahoo", + "slug": "yahoo", "frequency": 2 } ] @@ -1249,7 +1270,7 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 24 + "frequency": 25 }, { "name": "Amazon", @@ -1281,6 +1302,11 @@ "slug": "epic-systems", "frequency": 3 }, + { + "name": "Tesla", + "slug": "tesla", + "frequency": 3 + }, { "name": "Pinterest", "slug": "pinterest", @@ -1296,11 +1322,6 @@ "slug": "uber", "frequency": 2 }, - { - "name": "Tesla", - "slug": "tesla", - "frequency": 2 - }, { "name": "IBM", "slug": "ibm", @@ -1349,11 +1370,6 @@ "slug": "google", "frequency": 4 }, - { - "name": "Apple", - "slug": "apple", - "frequency": 3 - }, { "name": "Adobe", "slug": "adobe", @@ -1364,6 +1380,16 @@ "slug": "microsoft", "frequency": 2 }, + { + "name": "Apple", + "slug": "apple", + "frequency": 2 + }, + { + "name": "Citadel", + "slug": "citadel", + "frequency": 2 + }, { "name": "Riot Games", "slug": "riot-games", @@ -1446,23 +1472,23 @@ { "name": "Apple", "slug": "apple", - "frequency": 9 + "frequency": 8 }, { "name": "Adobe", "slug": "adobe", - "frequency": 8 - }, - { - "name": "Yahoo", - "slug": "yahoo", - "frequency": 6 + "frequency": 7 }, { "name": "Zoho", "slug": "zoho", "frequency": 6 }, + { + "name": "Yahoo", + "slug": "yahoo", + "frequency": 5 + }, { "name": "Bloomberg", "slug": "bloomberg", @@ -1483,14 +1509,19 @@ "slug": "accenture", "frequency": 4 }, + { + "name": "Accolite", + "slug": "accolite", + "frequency": 3 + }, { "name": "Uber", "slug": "uber", "frequency": 2 }, { - "name": "Accolite", - "slug": "accolite", + "name": "Oracle", + "slug": "oracle", "frequency": 2 }, { @@ -1520,20 +1551,20 @@ "slug": "cisco", "frequency": 17 }, - { - "name": "Google", - "slug": "google", - "frequency": 8 - }, { "name": "Amazon", "slug": "amazon", "frequency": 8 }, + { + "name": "Google", + "slug": "google", + "frequency": 7 + }, { "name": "Apple", "slug": "apple", - "frequency": 3 + "frequency": 4 }, { "name": "Adobe", @@ -1555,11 +1586,6 @@ "slug": "bloomberg", "frequency": 2 }, - { - "name": "Facebook", - "slug": "facebook", - "frequency": 2 - }, { "name": "ByteDance", "slug": "bytedance", @@ -1575,6 +1601,11 @@ "slug": "yahoo", "frequency": 2 }, + { + "name": "Facebook", + "slug": "facebook", + "frequency": 2 + }, { "name": "Databricks", "slug": "databricks", @@ -1602,29 +1633,29 @@ "slug": "amazon", "frequency": 33 }, - { - "name": "Apple", - "slug": "apple", - "frequency": 12 - }, { "name": "Microsoft", "slug": "microsoft", "frequency": 11 }, + { + "name": "Apple", + "slug": "apple", + "frequency": 11 + }, { "name": "Adobe", "slug": "adobe", - "frequency": 10 + "frequency": 9 }, { - "name": "Yandex", - "slug": "yandex", + "name": "Google", + "slug": "google", "frequency": 8 }, { - "name": "Google", - "slug": "google", + "name": "Yandex", + "slug": "yandex", "frequency": 7 }, { @@ -1633,13 +1664,13 @@ "frequency": 6 }, { - "name": "Bloomberg", - "slug": "bloomberg", + "name": "Nvidia", + "slug": "nvidia", "frequency": 5 }, { - "name": "Nvidia", - "slug": "nvidia", + "name": "Accenture", + "slug": "accenture", "frequency": 5 }, { @@ -1653,13 +1684,13 @@ "frequency": 4 }, { - "name": "IBM", - "slug": "ibm", + "name": "Bloomberg", + "slug": "bloomberg", "frequency": 4 }, { - "name": "Accenture", - "slug": "accenture", + "name": "IBM", + "slug": "ibm", "frequency": 4 }, { @@ -1677,6 +1708,11 @@ "slug": "salesforce", "frequency": 3 }, + { + "name": "TikTok", + "slug": "tiktok", + "frequency": 3 + }, { "name": "Goldman Sachs", "slug": "goldman-sachs", @@ -1702,11 +1738,6 @@ "slug": "walmart-labs", "frequency": 2 }, - { - "name": "Intel", - "slug": "intel", - "frequency": 2 - }, { "name": "Visa", "slug": "visa", @@ -1722,11 +1753,6 @@ "slug": "infosys", "frequency": 2 }, - { - "name": "TikTok", - "slug": "tiktok", - "frequency": 2 - }, { "name": "josh technology", "slug": "josh-technology", @@ -1742,6 +1768,11 @@ "slug": "snapchat", "frequency": 2 }, + { + "name": "Intel", + "slug": "intel", + "frequency": 2 + }, { "name": "Bolt", "slug": "bolt", @@ -1772,23 +1803,23 @@ { "name": "Microsoft", "slug": "microsoft", - "frequency": 9 + "frequency": 8 }, { "name": "Apple", "slug": "apple", "frequency": 6 }, - { - "name": "Adobe", - "slug": "adobe", - "frequency": 6 - }, { "name": "Bloomberg", "slug": "bloomberg", "frequency": 5 }, + { + "name": "Adobe", + "slug": "adobe", + "frequency": 5 + }, { "name": "TikTok", "slug": "tiktok", @@ -1876,7 +1907,12 @@ { "name": "Google", "slug": "google", - "frequency": 6 + "frequency": 5 + }, + { + "name": "Amazon", + "slug": "amazon", + "frequency": 4 }, { "name": "Databricks", @@ -1888,11 +1924,6 @@ "slug": "phonepe", "frequency": 4 }, - { - "name": "Amazon", - "slug": "amazon", - "frequency": 3 - }, { "name": "Microsoft", "slug": "microsoft", @@ -1928,7 +1959,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 8 + "frequency": 9 }, { "name": "Bloomberg", @@ -1943,7 +1974,7 @@ { "name": "Google", "slug": "google", - "frequency": 4 + "frequency": 5 }, { "name": "Yahoo", @@ -2002,6 +2033,11 @@ "slug": "uber", "frequency": 2 }, + { + "name": "Wayfair", + "slug": "wayfair", + "frequency": 2 + }, { "name": "Facebook", "slug": "facebook", @@ -2042,7 +2078,7 @@ { "name": "Google", "slug": "google", - "frequency": 6 + "frequency": 5 }, { "name": "Goldman Sachs", @@ -2054,11 +2090,6 @@ "slug": "microsoft", "frequency": 4 }, - { - "name": "Apple", - "slug": "apple", - "frequency": 4 - }, { "name": "Atlassian", "slug": "atlassian", @@ -2074,6 +2105,11 @@ "slug": "facebook", "frequency": 3 }, + { + "name": "Apple", + "slug": "apple", + "frequency": 3 + }, { "name": "Yandex", "slug": "yandex", @@ -2141,16 +2177,16 @@ "slug": "adobe", "frequency": 12 }, - { - "name": "Apple", - "slug": "apple", - "frequency": 11 - }, { "name": "Google", "slug": "google", "frequency": 10 }, + { + "name": "Apple", + "slug": "apple", + "frequency": 9 + }, { "name": "Oracle", "slug": "oracle", @@ -2159,12 +2195,12 @@ { "name": "Yahoo", "slug": "yahoo", - "frequency": 6 + "frequency": 5 }, { "name": "Microsoft", "slug": "microsoft", - "frequency": 5 + "frequency": 4 }, { "name": "Goldman Sachs", @@ -2196,6 +2232,11 @@ "slug": "wayfair", "frequency": 3 }, + { + "name": "TikTok", + "slug": "tiktok", + "frequency": 3 + }, { "name": "ByteDance", "slug": "bytedance", @@ -2216,11 +2257,6 @@ "slug": "salesforce", "frequency": 2 }, - { - "name": "TikTok", - "slug": "tiktok", - "frequency": 2 - }, { "name": "Media.net", "slug": "medianet", @@ -2256,12 +2292,12 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 8 + "frequency": 9 }, { "name": "Bloomberg", "slug": "bloomberg", - "frequency": 7 + "frequency": 8 }, { "name": "Apple", @@ -2331,20 +2367,35 @@ "difficulty": "Medium", "premium": false, "companies": [ + { + "name": "Amazon", + "slug": "amazon", + "frequency": 7 + }, { "name": "Commvault", "slug": "commvault", - "frequency": 6 + "frequency": 7 }, { - "name": "Amazon", - "slug": "amazon", + "name": "Apple", + "slug": "apple", "frequency": 3 }, { - "name": "TikTok", - "slug": "tiktok", - "frequency": 3 + "name": "Facebook", + "slug": "facebook", + "frequency": 2 + }, + { + "name": "Google", + "slug": "google", + "frequency": 2 + }, + { + "name": "Bloomberg", + "slug": "bloomberg", + "frequency": 2 }, { "name": "Salesforce", @@ -2362,8 +2413,13 @@ "frequency": 2 }, { - "name": "Bloomberg", - "slug": "bloomberg", + "name": "TikTok", + "slug": "tiktok", + "frequency": 2 + }, + { + "name": "Snapchat", + "slug": "snapchat", "frequency": 2 }, { @@ -2434,7 +2490,7 @@ { "name": "Adobe", "slug": "adobe", - "frequency": 7 + "frequency": 6 }, { "name": "Oracle", @@ -2474,7 +2530,7 @@ { "name": "Google", "slug": "google", - "frequency": 2 + "frequency": 3 }, { "name": "Media.net", @@ -2674,7 +2730,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 2 + "frequency": 3 }, { "name": "Bloomberg", @@ -2741,8 +2797,8 @@ "frequency": 10 }, { - "name": "Bloomberg", - "slug": "bloomberg", + "name": "Apple", + "slug": "apple", "frequency": 6 }, { @@ -2751,13 +2807,13 @@ "frequency": 6 }, { - "name": "Adobe", - "slug": "adobe", - "frequency": 6 + "name": "Bloomberg", + "slug": "bloomberg", + "frequency": 5 }, { - "name": "Apple", - "slug": "apple", + "name": "Adobe", + "slug": "adobe", "frequency": 5 }, { @@ -2768,7 +2824,7 @@ { "name": "Yandex", "slug": "yandex", - "frequency": 4 + "frequency": 3 }, { "name": "TikTok", @@ -2858,6 +2914,11 @@ "name": "Facebook", "slug": "facebook", "frequency": 2 + }, + { + "name": "Adobe", + "slug": "adobe", + "frequency": 2 } ] }, @@ -2897,6 +2958,11 @@ "name": "TikTok", "slug": "tiktok", "frequency": 3 + }, + { + "name": "Adobe", + "slug": "adobe", + "frequency": 2 } ] }, @@ -2913,7 +2979,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 30 + "frequency": 31 }, { "name": "Bloomberg", @@ -2933,23 +2999,23 @@ { "name": "Adobe", "slug": "adobe", - "frequency": 10 + "frequency": 9 }, { "name": "Microsoft", "slug": "microsoft", "frequency": 5 }, - { - "name": "Uber", - "slug": "uber", - "frequency": 4 - }, { "name": "Facebook", "slug": "facebook", "frequency": 3 }, + { + "name": "Uber", + "slug": "uber", + "frequency": 3 + }, { "name": "Avito", "slug": "avito", @@ -3000,7 +3066,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 8 + "frequency": 7 }, { "name": "Facebook", @@ -3010,18 +3076,18 @@ { "name": "Google", "slug": "google", - "frequency": 4 - }, - { - "name": "Microsoft", - "slug": "microsoft", - "frequency": 3 + "frequency": 5 }, { "name": "Apple", "slug": "apple", "frequency": 3 }, + { + "name": "Microsoft", + "slug": "microsoft", + "frequency": 2 + }, { "name": "Adobe", "slug": "adobe", @@ -3096,16 +3162,16 @@ "difficulty": "Medium", "premium": false, "companies": [ - { - "name": "Amazon", - "slug": "amazon", - "frequency": 5 - }, { "name": "Adobe", "slug": "adobe", "frequency": 5 }, + { + "name": "Amazon", + "slug": "amazon", + "frequency": 4 + }, { "name": "Google", "slug": "google", @@ -3145,6 +3211,11 @@ "slug": "thousandeyes", "frequency": 3 }, + { + "name": "Amazon", + "slug": "amazon", + "frequency": 2 + }, { "name": "Adobe", "slug": "adobe", @@ -3200,12 +3271,12 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 31 + "frequency": 32 }, { "name": "Amazon", "slug": "amazon", - "frequency": 22 + "frequency": 21 }, { "name": "Bloomberg", @@ -3213,14 +3284,14 @@ "frequency": 15 }, { - "name": "TikTok", - "slug": "tiktok", + "name": "Google", + "slug": "google", "frequency": 13 }, { - "name": "Google", - "slug": "google", - "frequency": 12 + "name": "TikTok", + "slug": "tiktok", + "frequency": 13 }, { "name": "Microsoft", @@ -3247,6 +3318,11 @@ "slug": "adobe", "frequency": 4 }, + { + "name": "turing", + "slug": "turing", + "frequency": 4 + }, { "name": "Uber", "slug": "uber", @@ -3267,11 +3343,6 @@ "slug": "ebay", "frequency": 3 }, - { - "name": "turing", - "slug": "turing", - "frequency": 3 - }, { "name": "Cruise Automation", "slug": "cruise-automation", @@ -3369,14 +3440,14 @@ "premium": false, "companies": [ { - "name": "Adobe", - "slug": "adobe", + "name": "Amazon", + "slug": "amazon", "frequency": 5 }, { - "name": "Amazon", - "slug": "amazon", - "frequency": 4 + "name": "Adobe", + "slug": "adobe", + "frequency": 5 }, { "name": "Facebook", @@ -3452,14 +3523,14 @@ "slug": "amazon", "frequency": 3 }, - { - "name": "Adobe", - "slug": "adobe", - "frequency": 2 - }, { "name": "Apple", "slug": "apple", + "frequency": 3 + }, + { + "name": "Adobe", + "slug": "adobe", "frequency": 2 }, { @@ -3484,15 +3555,10 @@ "difficulty": "Medium", "premium": false, "companies": [ - { - "name": "Apple", - "slug": "apple", - "frequency": 5 - }, { "name": "Amazon", "slug": "amazon", - "frequency": 4 + "frequency": 5 }, { "name": "Microsoft", @@ -3504,6 +3570,11 @@ "slug": "adobe", "frequency": 3 }, + { + "name": "Apple", + "slug": "apple", + "frequency": 3 + }, { "name": "Uber", "slug": "uber", @@ -3526,15 +3597,15 @@ "slug": "microsoft", "frequency": 6 }, - { - "name": "Google", - "slug": "google", - "frequency": 5 - }, { "name": "TikTok", "slug": "tiktok", - "frequency": 5 + "frequency": 6 + }, + { + "name": "Google", + "slug": "google", + "frequency": 4 }, { "name": "Commvault", @@ -3566,6 +3637,11 @@ "slug": "tesla", "frequency": 2 }, + { + "name": "MakeMyTrip", + "slug": "makemytrip", + "frequency": 2 + }, { "name": "Fortinet", "slug": "fortinet", @@ -3591,7 +3667,7 @@ { "name": "Google", "slug": "google", - "frequency": 11 + "frequency": 10 }, { "name": "Adobe", @@ -3623,19 +3699,24 @@ "slug": "hubspot", "frequency": 4 }, + { + "name": "Uber", + "slug": "uber", + "frequency": 3 + }, { "name": "Bloomberg", "slug": "bloomberg", "frequency": 3 }, { - "name": "Uber", - "slug": "uber", + "name": "Yahoo", + "slug": "yahoo", "frequency": 2 }, { - "name": "Yahoo", - "slug": "yahoo", + "name": "Yandex", + "slug": "yandex", "frequency": 2 }, { @@ -3647,11 +3728,6 @@ "name": "Expedia", "slug": "expedia", "frequency": 2 - }, - { - "name": "Yandex", - "slug": "yandex", - "frequency": 2 } ] }, @@ -3717,7 +3793,7 @@ { "name": "TikTok", "slug": "tiktok", - "frequency": 13 + "frequency": 12 }, { "name": "Amazon", @@ -3727,12 +3803,12 @@ { "name": "Bloomberg", "slug": "bloomberg", - "frequency": 7 + "frequency": 8 }, { "name": "Apple", "slug": "apple", - "frequency": 5 + "frequency": 7 }, { "name": "Microsoft", @@ -3843,7 +3919,7 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 50 + "frequency": 49 }, { "name": "Bloomberg", @@ -3866,14 +3942,14 @@ "frequency": 9 }, { - "name": "Apple", - "slug": "apple", + "name": "TikTok", + "slug": "tiktok", "frequency": 8 }, { - "name": "TikTok", - "slug": "tiktok", - "frequency": 7 + "name": "Apple", + "slug": "apple", + "frequency": 6 }, { "name": "Roblox", @@ -3901,13 +3977,13 @@ "frequency": 4 }, { - "name": "LinkedIn", - "slug": "linkedin", + "name": "Tesco", + "slug": "tesco", "frequency": 4 }, { - "name": "Yahoo", - "slug": "yahoo", + "name": "LinkedIn", + "slug": "linkedin", "frequency": 4 }, { @@ -3921,9 +3997,9 @@ "frequency": 3 }, { - "name": "Tesco", - "slug": "tesco", - "frequency": 3 + "name": "Yahoo", + "slug": "yahoo", + "frequency": 2 }, { "name": "Nvidia", @@ -4004,16 +4080,16 @@ "slug": "facebook", "frequency": 3 }, - { - "name": "Amazon", - "slug": "amazon", - "frequency": 3 - }, { "name": "Google", "slug": "google", "frequency": 2 }, + { + "name": "Amazon", + "slug": "amazon", + "frequency": 2 + }, { "name": "Apple", "slug": "apple", @@ -4173,20 +4249,20 @@ "slug": "amazon", "frequency": 6 }, + { + "name": "Adobe", + "slug": "adobe", + "frequency": 4 + }, { "name": "Facebook", "slug": "facebook", - "frequency": 3 + "frequency": 2 }, { "name": "Microsoft", "slug": "microsoft", "frequency": 2 - }, - { - "name": "Adobe", - "slug": "adobe", - "frequency": 2 } ] }, @@ -4325,13 +4401,13 @@ "frequency": 2 }, { - "name": "Apple", - "slug": "apple", + "name": "TikTok", + "slug": "tiktok", "frequency": 2 }, { - "name": "TikTok", - "slug": "tiktok", + "name": "Apple", + "slug": "apple", "frequency": 2 }, { @@ -4364,13 +4440,18 @@ { "name": "Apple", "slug": "apple", - "frequency": 6 + "frequency": 5 }, { "name": "Adobe", "slug": "adobe", "frequency": 4 }, + { + "name": "Google", + "slug": "google", + "frequency": 2 + }, { "name": "Bloomberg", "slug": "bloomberg", @@ -4401,12 +4482,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 12 - }, - { - "name": "Bloomberg", - "slug": "bloomberg", - "frequency": 8 + "frequency": 11 }, { "name": "Facebook", @@ -4414,15 +4490,20 @@ "frequency": 8 }, { - "name": "Apple", - "slug": "apple", - "frequency": 6 + "name": "Bloomberg", + "slug": "bloomberg", + "frequency": 7 }, { "name": "Microsoft", "slug": "microsoft", "frequency": 5 }, + { + "name": "Apple", + "slug": "apple", + "frequency": 5 + }, { "name": "Adobe", "slug": "adobe", @@ -4434,15 +4515,20 @@ "frequency": 4 }, { - "name": "Yandex", - "slug": "yandex", + "name": "Arcesium", + "slug": "arcesium", "frequency": 4 }, { - "name": "Arcesium", - "slug": "arcesium", + "name": "Uber", + "slug": "uber", "frequency": 4 }, + { + "name": "Yandex", + "slug": "yandex", + "frequency": 3 + }, { "name": "TikTok", "slug": "tiktok", @@ -4458,11 +4544,6 @@ "slug": "linkedin", "frequency": 2 }, - { - "name": "Uber", - "slug": "uber", - "frequency": 2 - }, { "name": "eBay", "slug": "ebay", @@ -4505,25 +4586,25 @@ "difficulty": "Medium", "premium": false, "companies": [ - { - "name": "Apple", - "slug": "apple", - "frequency": 3 - }, { "name": "Amazon", "slug": "amazon", "frequency": 2 }, { - "name": "Uber", - "slug": "uber", + "name": "Apple", + "slug": "apple", "frequency": 2 }, { "name": "Adobe", "slug": "adobe", "frequency": 2 + }, + { + "name": "Uber", + "slug": "uber", + "frequency": 2 } ] }, @@ -4639,7 +4720,7 @@ { "name": "Yandex", "slug": "yandex", - "frequency": 17 + "frequency": 15 }, { "name": "Facebook", @@ -4666,10 +4747,15 @@ "slug": "tiktok", "frequency": 3 }, + { + "name": "Adobe", + "slug": "adobe", + "frequency": 2 + }, { "name": "Yahoo", "slug": "yahoo", - "frequency": 3 + "frequency": 2 }, { "name": "Uber", @@ -4710,6 +4796,11 @@ "slug": "amazon", "frequency": 3 }, + { + "name": "Goldman Sachs", + "slug": "goldman-sachs", + "frequency": 2 + }, { "name": "Oracle", "slug": "oracle", @@ -4735,7 +4826,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 3 + "frequency": 4 }, { "name": "Google", @@ -4757,7 +4848,7 @@ { "name": "Yandex", "slug": "yandex", - "frequency": 12 + "frequency": 11 }, { "name": "Adobe", @@ -4773,6 +4864,11 @@ "name": "Google", "slug": "google", "frequency": 2 + }, + { + "name": "Apple", + "slug": "apple", + "frequency": 2 } ] }, @@ -4787,14 +4883,14 @@ "premium": false, "companies": [ { - "name": "TikTok", - "slug": "tiktok", + "name": "Google", + "slug": "google", "frequency": 10 }, { - "name": "Google", - "slug": "google", - "frequency": 9 + "name": "TikTok", + "slug": "tiktok", + "frequency": 10 }, { "name": "Facebook", @@ -4804,7 +4900,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 3 + "frequency": 4 }, { "name": "Adobe", @@ -4821,6 +4917,11 @@ "slug": "bloomberg", "frequency": 2 }, + { + "name": "Apple", + "slug": "apple", + "frequency": 2 + }, { "name": "Yandex", "slug": "yandex", @@ -4923,7 +5024,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 36 + "frequency": 37 }, { "name": "Bloomberg", @@ -4933,27 +5034,27 @@ { "name": "Apple", "slug": "apple", - "frequency": 17 + "frequency": 16 }, { - "name": "Yandex", - "slug": "yandex", + "name": "Adobe", + "slug": "adobe", "frequency": 14 }, { - "name": "Adobe", - "slug": "adobe", + "name": "Yandex", + "slug": "yandex", "frequency": 13 }, { "name": "Google", "slug": "google", - "frequency": 11 + "frequency": 10 }, { "name": "Microsoft", "slug": "microsoft", - "frequency": 11 + "frequency": 9 }, { "name": "TikTok", @@ -4990,6 +5091,11 @@ "slug": "oracle", "frequency": 4 }, + { + "name": "Yahoo", + "slug": "yahoo", + "frequency": 3 + }, { "name": "Flipkart", "slug": "flipkart", @@ -5000,11 +5106,6 @@ "slug": "ebay", "frequency": 3 }, - { - "name": "Yahoo", - "slug": "yahoo", - "frequency": 2 - }, { "name": "Uber", "slug": "uber", @@ -5030,11 +5131,21 @@ "slug": "agoda", "frequency": 2 }, + { + "name": "turing", + "slug": "turing", + "frequency": 2 + }, { "name": "BNY Mellon", "slug": "bny-mellon", "frequency": 2 }, + { + "name": "PayPal", + "slug": "paypal", + "frequency": 2 + }, { "name": "Intuit", "slug": "intuit", @@ -5098,7 +5209,7 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 16 + "frequency": 17 }, { "name": "Amazon", @@ -5167,7 +5278,7 @@ { "name": "Bloomberg", "slug": "bloomberg", - "frequency": 7 + "frequency": 8 }, { "name": "Amazon", @@ -5184,6 +5295,11 @@ "slug": "apple", "frequency": 2 }, + { + "name": "Adobe", + "slug": "adobe", + "frequency": 2 + }, { "name": "Yahoo", "slug": "yahoo", @@ -5226,12 +5342,12 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 24 + "frequency": 25 }, { "name": "Amazon", "slug": "amazon", - "frequency": 12 + "frequency": 13 }, { "name": "Apple", @@ -5241,7 +5357,7 @@ { "name": "Avito", "slug": "avito", - "frequency": 8 + "frequency": 9 }, { "name": "Microsoft", @@ -5336,17 +5452,17 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 89 + "frequency": 90 }, { "name": "Amazon", "slug": "amazon", - "frequency": 16 + "frequency": 18 }, { "name": "Google", "slug": "google", - "frequency": 12 + "frequency": 11 }, { "name": "Adobe", @@ -5356,7 +5472,7 @@ { "name": "TikTok", "slug": "tiktok", - "frequency": 5 + "frequency": 6 }, { "name": "Microsoft", @@ -5373,16 +5489,16 @@ "slug": "bloomberg", "frequency": 4 }, - { - "name": "Salesforce", - "slug": "salesforce", - "frequency": 3 - }, { "name": "LinkedIn", "slug": "linkedin", "frequency": 3 }, + { + "name": "Salesforce", + "slug": "salesforce", + "frequency": 2 + }, { "name": "Nvidia", "slug": "nvidia", @@ -5451,6 +5567,11 @@ "slug": "pinterest", "frequency": 3 }, + { + "name": "Google", + "slug": "google", + "frequency": 2 + }, { "name": "Microsoft", "slug": "microsoft", @@ -5467,8 +5588,8 @@ "frequency": 2 }, { - "name": "PayPal", - "slug": "paypal", + "name": "Apple", + "slug": "apple", "frequency": 2 }, { @@ -5477,13 +5598,8 @@ "frequency": 2 }, { - "name": "Google", - "slug": "google", - "frequency": 2 - }, - { - "name": "Apple", - "slug": "apple", + "name": "PayPal", + "slug": "paypal", "frequency": 2 } ] @@ -5546,7 +5662,7 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 16 + "frequency": 17 }, { "name": "Amazon", @@ -5705,7 +5821,7 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 3 + "frequency": 2 }, { "name": "Citadel", @@ -5897,7 +6013,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 4 + "frequency": 5 }, { "name": "eBay", @@ -6014,7 +6130,7 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 36 + "frequency": 37 }, { "name": "Amazon", @@ -6026,14 +6142,14 @@ "slug": "tiktok", "frequency": 4 }, - { - "name": "Adobe", - "slug": "adobe", - "frequency": 2 - }, { "name": "Yandex", "slug": "yandex", + "frequency": 3 + }, + { + "name": "Adobe", + "slug": "adobe", "frequency": 2 } ] @@ -6057,7 +6173,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 4 + "frequency": 5 }, { "name": "Walmart Labs", @@ -6171,18 +6287,18 @@ "premium": false, "companies": [ { - "name": "Apple", - "slug": "apple", + "name": "Amazon", + "slug": "amazon", "frequency": 3 }, { - "name": "Adobe", - "slug": "adobe", - "frequency": 3 + "name": "Apple", + "slug": "apple", + "frequency": 2 }, { - "name": "Amazon", - "slug": "amazon", + "name": "Yahoo", + "slug": "yahoo", "frequency": 2 }, { @@ -6190,6 +6306,11 @@ "slug": "google", "frequency": 2 }, + { + "name": "Adobe", + "slug": "adobe", + "frequency": 2 + }, { "name": "Yandex", "slug": "yandex", @@ -6284,7 +6405,7 @@ { "name": "Apple", "slug": "apple", - "frequency": 3 + "frequency": 2 } ] }, @@ -6387,7 +6508,7 @@ { "name": "Adobe", "slug": "adobe", - "frequency": 2 + "frequency": 3 }, { "name": "TikTok", @@ -6409,12 +6530,12 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 45 + "frequency": 47 }, { "name": "Amazon", "slug": "amazon", - "frequency": 7 + "frequency": 6 }, { "name": "Bloomberg", @@ -6442,13 +6563,13 @@ "frequency": 2 }, { - "name": "Adobe", - "slug": "adobe", + "name": "PayPal", + "slug": "paypal", "frequency": 2 }, { - "name": "PayPal", - "slug": "paypal", + "name": "Adobe", + "slug": "adobe", "frequency": 2 }, { @@ -6487,7 +6608,7 @@ { "name": "TikTok", "slug": "tiktok", - "frequency": 3 + "frequency": 2 }, { "name": "Facebook", @@ -6548,15 +6669,15 @@ "difficulty": "Medium", "premium": false, "companies": [ - { - "name": "Bloomberg", - "slug": "bloomberg", - "frequency": 10 - }, { "name": "Amazon", "slug": "amazon", - "frequency": 7 + "frequency": 9 + }, + { + "name": "Bloomberg", + "slug": "bloomberg", + "frequency": 9 }, { "name": "TikTok", @@ -6696,7 +6817,7 @@ { "name": "Apple", "slug": "apple", - "frequency": 4 + "frequency": 5 }, { "name": "Adobe", @@ -6880,6 +7001,16 @@ "slug": "ixl", "frequency": 3 }, + { + "name": "Facebook", + "slug": "facebook", + "frequency": 2 + }, + { + "name": "Bloomberg", + "slug": "bloomberg", + "frequency": 2 + }, { "name": "Google", "slug": "google", @@ -6890,11 +7021,6 @@ "slug": "tiktok", "frequency": 2 }, - { - "name": "Bloomberg", - "slug": "bloomberg", - "frequency": 2 - }, { "name": "Adobe", "slug": "adobe", @@ -6947,47 +7073,47 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 117 + "frequency": 113 }, { "name": "Google", "slug": "google", - "frequency": 48 + "frequency": 46 }, { "name": "Adobe", "slug": "adobe", - "frequency": 47 + "frequency": 46 }, { "name": "Apple", "slug": "apple", - "frequency": 41 + "frequency": 39 }, { "name": "Microsoft", "slug": "microsoft", - "frequency": 23 + "frequency": 22 }, { "name": "Bloomberg", "slug": "bloomberg", - "frequency": 21 - }, - { - "name": "Facebook", - "slug": "facebook", - "frequency": 15 + "frequency": 22 }, { "name": "Uber", "slug": "uber", + "frequency": 14 + }, + { + "name": "Facebook", + "slug": "facebook", "frequency": 13 }, { "name": "Yahoo", "slug": "yahoo", - "frequency": 10 + "frequency": 9 }, { "name": "Oracle", @@ -7218,12 +7344,12 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 47 + "frequency": 48 }, { "name": "Amazon", "slug": "amazon", - "frequency": 22 + "frequency": 24 }, { "name": "Apple", @@ -7238,7 +7364,7 @@ { "name": "Bloomberg", "slug": "bloomberg", - "frequency": 9 + "frequency": 8 }, { "name": "Google", @@ -7281,13 +7407,13 @@ "frequency": 2 }, { - "name": "ASUS", - "slug": "asus", + "name": "Cloudflare", + "slug": "cloudflare", "frequency": 2 }, { - "name": "Cloudflare", - "slug": "cloudflare", + "name": "Altimetrik", + "slug": "altimetrik", "frequency": 2 }, { @@ -7309,6 +7435,11 @@ "name": "Rakuten", "slug": "rakuten", "frequency": 2 + }, + { + "name": "ASUS", + "slug": "asus", + "frequency": 2 } ] }, @@ -7367,7 +7498,7 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 4 + "frequency": 3 }, { "name": "SoFi", @@ -7399,7 +7530,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 4 + "frequency": 3 }, { "name": "Oracle", @@ -7426,6 +7557,11 @@ "slug": "walmart-labs", "frequency": 2 }, + { + "name": "DE Shaw", + "slug": "de-shaw", + "frequency": 2 + }, { "name": "TikTok", "slug": "tiktok", @@ -7451,7 +7587,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 39 + "frequency": 37 }, { "name": "Goldman Sachs", @@ -7504,13 +7640,13 @@ "frequency": 3 }, { - "name": "Intel", - "slug": "intel", + "name": "Zoho", + "slug": "zoho", "frequency": 2 }, { - "name": "Samsung", - "slug": "samsung", + "name": "Intel", + "slug": "intel", "frequency": 2 }, { @@ -7534,8 +7670,8 @@ "frequency": 2 }, { - "name": "ServiceNow", - "slug": "servicenow", + "name": "Citadel", + "slug": "citadel", "frequency": 2 }, { @@ -7553,6 +7689,16 @@ "slug": "medianet", "frequency": 2 }, + { + "name": "Samsung", + "slug": "samsung", + "frequency": 2 + }, + { + "name": "ServiceNow", + "slug": "servicenow", + "frequency": 2 + }, { "name": "EPAM Systems", "slug": "epam-systems", @@ -7573,7 +7719,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 23 + "frequency": 27 }, { "name": "Microsoft", @@ -7583,7 +7729,7 @@ { "name": "Adobe", "slug": "adobe", - "frequency": 6 + "frequency": 7 }, { "name": "Apple", @@ -7640,6 +7786,11 @@ "slug": "facebook", "frequency": 2 }, + { + "name": "Goldman Sachs", + "slug": "goldman-sachs", + "frequency": 2 + }, { "name": "eBay", "slug": "ebay", @@ -7687,7 +7838,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 3 + "frequency": 2 } ] }, @@ -7800,7 +7951,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 30 + "frequency": 31 }, { "name": "Apple", @@ -7810,7 +7961,7 @@ { "name": "Adobe", "slug": "adobe", - "frequency": 13 + "frequency": 14 }, { "name": "Google", @@ -7825,7 +7976,7 @@ { "name": "Microsoft", "slug": "microsoft", - "frequency": 5 + "frequency": 7 }, { "name": "Bloomberg", @@ -7877,12 +8028,12 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 19 + "frequency": 18 }, { "name": "Apple", "slug": "apple", - "frequency": 4 + "frequency": 6 }, { "name": "Bloomberg", @@ -7954,30 +8105,25 @@ "frequency": 42 }, { - "name": "Yandex", - "slug": "yandex", + "name": "Amazon", + "slug": "amazon", "frequency": 9 }, { - "name": "Amazon", - "slug": "amazon", - "frequency": 8 + "name": "Yandex", + "slug": "yandex", + "frequency": 9 }, { "name": "Apple", "slug": "apple", - "frequency": 7 + "frequency": 8 }, { "name": "Zoho", "slug": "zoho", "frequency": 7 }, - { - "name": "Google", - "slug": "google", - "frequency": 3 - }, { "name": "eBay", "slug": "ebay", @@ -7989,13 +8135,13 @@ "frequency": 3 }, { - "name": "Adobe", - "slug": "adobe", + "name": "Google", + "slug": "google", "frequency": 2 }, { - "name": "Yahoo", - "slug": "yahoo", + "name": "Adobe", + "slug": "adobe", "frequency": 2 }, { @@ -8017,6 +8163,11 @@ "name": "Uber", "slug": "uber", "frequency": 2 + }, + { + "name": "Yahoo", + "slug": "yahoo", + "frequency": 2 } ] }, @@ -8185,7 +8336,7 @@ { "name": "Google", "slug": "google", - "frequency": 4 + "frequency": 5 }, { "name": "tcs", @@ -8213,7 +8364,7 @@ { "name": "Yandex", "slug": "yandex", - "frequency": 40 + "frequency": 34 }, { "name": "Amazon", From b3cc279ede0e837b50262ee73fe97e0e5f91c9a3 Mon Sep 17 00:00:00 2001 From: seanprashad Date: Sun, 7 Jan 2024 12:02:59 +0000 Subject: [PATCH 5/8] Update questions via run-cron GitHub Action --- src/data/questions.json | 1190 +++++++++++++++++++++------------------ 1 file changed, 640 insertions(+), 550 deletions(-) diff --git a/src/data/questions.json b/src/data/questions.json index 22e95277..f4f10b01 100644 --- a/src/data/questions.json +++ b/src/data/questions.json @@ -1,5 +1,5 @@ { - "updated": "2023-12-31T12:02:44.528824", + "updated": "2024-01-07T12:02:59.080892", "data": [ { "id": 0, @@ -27,8 +27,8 @@ "frequency": 6 }, { - "name": "Microsoft", - "slug": "microsoft", + "name": "Bloomberg", + "slug": "bloomberg", "frequency": 4 }, { @@ -37,14 +37,14 @@ "frequency": 4 }, { - "name": "Bloomberg", - "slug": "bloomberg", + "name": "Microsoft", + "slug": "microsoft", "frequency": 3 }, { "name": "Uber", "slug": "uber", - "frequency": 3 + "frequency": 2 }, { "name": "Adobe", @@ -114,7 +114,7 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 3 + "frequency": 2 } ] }, @@ -147,7 +147,7 @@ { "name": "Apple", "slug": "apple", - "frequency": 4 + "frequency": 3 }, { "name": "Bloomberg", @@ -179,7 +179,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 10 + "frequency": 11 }, { "name": "Asana", @@ -189,7 +189,7 @@ { "name": "Apple", "slug": "apple", - "frequency": 6 + "frequency": 5 }, { "name": "Facebook", @@ -285,11 +285,6 @@ "slug": "adobe", "frequency": 4 }, - { - "name": "Yahoo", - "slug": "yahoo", - "frequency": 3 - }, { "name": "Microsoft", "slug": "microsoft", @@ -300,6 +295,11 @@ "slug": "citadel", "frequency": 3 }, + { + "name": "Yahoo", + "slug": "yahoo", + "frequency": 2 + }, { "name": "Zoho", "slug": "zoho", @@ -352,18 +352,18 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 9 - }, - { - "name": "Facebook", - "slug": "facebook", - "frequency": 5 + "frequency": 10 }, { "name": "Adobe", "slug": "adobe", "frequency": 5 }, + { + "name": "Facebook", + "slug": "facebook", + "frequency": 4 + }, { "name": "Apple", "slug": "apple", @@ -374,14 +374,14 @@ "slug": "uber", "frequency": 3 }, - { - "name": "Oracle", - "slug": "oracle", - "frequency": 2 - }, { "name": "Microsoft", "slug": "microsoft", + "frequency": 3 + }, + { + "name": "Oracle", + "slug": "oracle", "frequency": 2 }, { @@ -404,7 +404,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 14 + "frequency": 13 }, { "name": "Apple", @@ -414,7 +414,7 @@ { "name": "Adobe", "slug": "adobe", - "frequency": 6 + "frequency": 7 }, { "name": "Google", @@ -431,16 +431,16 @@ "slug": "microsoft", "frequency": 3 }, - { - "name": "Facebook", - "slug": "facebook", - "frequency": 3 - }, { "name": "Epic Systems", "slug": "epic-systems", "frequency": 2 }, + { + "name": "Facebook", + "slug": "facebook", + "frequency": 2 + }, { "name": "Yahoo", "slug": "yahoo", @@ -451,6 +451,11 @@ "slug": "walmart-labs", "frequency": 2 }, + { + "name": "Zoho", + "slug": "zoho", + "frequency": 2 + }, { "name": "DE Shaw", "slug": "de-shaw", @@ -496,7 +501,7 @@ { "name": "Cisco", "slug": "cisco", - "frequency": 8 + "frequency": 9 }, { "name": "Google", @@ -506,27 +511,32 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 7 + "frequency": 6 }, { "name": "Apple", "slug": "apple", - "frequency": 6 + "frequency": 5 }, { "name": "Microsoft", "slug": "microsoft", "frequency": 4 }, + { + "name": "Adobe", + "slug": "adobe", + "frequency": 3 + }, { "name": "Bloomberg", "slug": "bloomberg", "frequency": 3 }, { - "name": "Adobe", - "slug": "adobe", - "frequency": 2 + "name": "Uber", + "slug": "uber", + "frequency": 3 }, { "name": "Facebook", @@ -534,13 +544,13 @@ "frequency": 2 }, { - "name": "Uber", - "slug": "uber", + "name": "Yahoo", + "slug": "yahoo", "frequency": 2 }, { - "name": "Yahoo", - "slug": "yahoo", + "name": "ZScaler", + "slug": "zscaler", "frequency": 2 }, { @@ -647,6 +657,11 @@ "slug": "google", "frequency": 3 }, + { + "name": "Apple", + "slug": "apple", + "frequency": 3 + }, { "name": "Morgan Stanley", "slug": "morgan-stanley", @@ -667,11 +682,6 @@ "slug": "facebook", "frequency": 2 }, - { - "name": "Apple", - "slug": "apple", - "frequency": 2 - }, { "name": "MakeMyTrip", "slug": "makemytrip", @@ -707,12 +717,12 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 16 + "frequency": 17 }, { "name": "Adobe", "slug": "adobe", - "frequency": 9 + "frequency": 10 }, { "name": "Google", @@ -742,7 +752,7 @@ { "name": "Uber", "slug": "uber", - "frequency": 2 + "frequency": 3 }, { "name": "Yahoo", @@ -861,13 +871,13 @@ "frequency": 2 }, { - "name": "Flipkart", - "slug": "flipkart", + "name": "Google", + "slug": "google", "frequency": 2 }, { - "name": "Google", - "slug": "google", + "name": "Flipkart", + "slug": "flipkart", "frequency": 2 } ] @@ -890,7 +900,7 @@ { "name": "Adobe", "slug": "adobe", - "frequency": 5 + "frequency": 4 }, { "name": "Bloomberg", @@ -952,7 +962,7 @@ { "name": "TikTok", "slug": "tiktok", - "frequency": 2 + "frequency": 3 } ] }, @@ -1013,24 +1023,24 @@ "slug": "amazon", "frequency": 6 }, - { - "name": "Google", - "slug": "google", - "frequency": 5 - }, { "name": "Apple", "slug": "apple", "frequency": 5 }, { - "name": "Airbnb", - "slug": "airbnb", - "frequency": 3 + "name": "Google", + "slug": "google", + "frequency": 4 }, { "name": "Yahoo", "slug": "yahoo", + "frequency": 4 + }, + { + "name": "Airbnb", + "slug": "airbnb", "frequency": 3 }, { @@ -1065,6 +1075,11 @@ "slug": "amazon", "frequency": 3 }, + { + "name": "Adobe", + "slug": "adobe", + "frequency": 3 + }, { "name": "Uber", "slug": "uber", @@ -1075,11 +1090,6 @@ "slug": "facebook", "frequency": 2 }, - { - "name": "Adobe", - "slug": "adobe", - "frequency": 2 - }, { "name": "Bloomberg", "slug": "bloomberg", @@ -1117,7 +1127,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 18 + "frequency": 19 }, { "name": "Microsoft", @@ -1127,7 +1137,7 @@ { "name": "Google", "slug": "google", - "frequency": 7 + "frequency": 6 }, { "name": "Adobe", @@ -1150,13 +1160,13 @@ "frequency": 4 }, { - "name": "Apple", - "slug": "apple", + "name": "Uber", + "slug": "uber", "frequency": 3 }, { - "name": "JPMorgan", - "slug": "jpmorgan", + "name": "Apple", + "slug": "apple", "frequency": 3 }, { @@ -1169,6 +1179,11 @@ "slug": "servicenow", "frequency": 2 }, + { + "name": "JPMorgan", + "slug": "jpmorgan", + "frequency": 2 + }, { "name": "Facebook", "slug": "facebook", @@ -1211,7 +1226,7 @@ { "name": "Bloomberg", "slug": "bloomberg", - "frequency": 2 + "frequency": 3 }, { "name": "Google", @@ -1236,14 +1251,14 @@ "frequency": 4 }, { - "name": "Adobe", - "slug": "adobe", + "name": "Apple", + "slug": "apple", "frequency": 3 }, { - "name": "Apple", - "slug": "apple", - "frequency": 2 + "name": "Adobe", + "slug": "adobe", + "frequency": 3 }, { "name": "Uber", @@ -1275,7 +1290,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 13 + "frequency": 12 }, { "name": "Apple", @@ -1283,24 +1298,24 @@ "frequency": 8 }, { - "name": "Google", - "slug": "google", + "name": "Adobe", + "slug": "adobe", "frequency": 5 }, { - "name": "Adobe", - "slug": "adobe", - "frequency": 4 + "name": "Google", + "slug": "google", + "frequency": 5 }, { "name": "Bloomberg", "slug": "bloomberg", - "frequency": 3 + "frequency": 4 }, { "name": "Epic Systems", "slug": "epic-systems", - "frequency": 3 + "frequency": 4 }, { "name": "Tesla", @@ -1462,7 +1477,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 14 + "frequency": 13 }, { "name": "Google", @@ -1485,14 +1500,14 @@ "frequency": 6 }, { - "name": "Yahoo", - "slug": "yahoo", + "name": "Bloomberg", + "slug": "bloomberg", "frequency": 5 }, { - "name": "Bloomberg", - "slug": "bloomberg", - "frequency": 4 + "name": "Yahoo", + "slug": "yahoo", + "frequency": 5 }, { "name": "Microsoft", @@ -1564,22 +1579,17 @@ { "name": "Apple", "slug": "apple", - "frequency": 4 + "frequency": 6 }, { "name": "Adobe", "slug": "adobe", - "frequency": 3 - }, - { - "name": "TikTok", - "slug": "tiktok", - "frequency": 3 + "frequency": 4 }, { "name": "Microsoft", "slug": "microsoft", - "frequency": 2 + "frequency": 3 }, { "name": "Bloomberg", @@ -1597,8 +1607,8 @@ "frequency": 2 }, { - "name": "Yahoo", - "slug": "yahoo", + "name": "TikTok", + "slug": "tiktok", "frequency": 2 }, { @@ -1611,6 +1621,11 @@ "slug": "databricks", "frequency": 2 }, + { + "name": "Yahoo", + "slug": "yahoo", + "frequency": 2 + }, { "name": "Sigmoid", "slug": "sigmoid", @@ -1633,11 +1648,6 @@ "slug": "amazon", "frequency": 33 }, - { - "name": "Microsoft", - "slug": "microsoft", - "frequency": 11 - }, { "name": "Apple", "slug": "apple", @@ -1646,58 +1656,68 @@ { "name": "Adobe", "slug": "adobe", - "frequency": 9 + "frequency": 10 + }, + { + "name": "Microsoft", + "slug": "microsoft", + "frequency": 10 }, { "name": "Google", "slug": "google", - "frequency": 8 + "frequency": 7 }, { - "name": "Yandex", - "slug": "yandex", - "frequency": 7 + "name": "IBM", + "slug": "ibm", + "frequency": 6 }, { "name": "Zoho", "slug": "zoho", "frequency": 6 }, - { - "name": "Nvidia", - "slug": "nvidia", - "frequency": 5 - }, { "name": "Accenture", "slug": "accenture", - "frequency": 5 - }, - { - "name": "Media.net", - "slug": "medianet", - "frequency": 5 + "frequency": 6 }, { "name": "Facebook", "slug": "facebook", - "frequency": 4 + "frequency": 5 }, { "name": "Bloomberg", "slug": "bloomberg", - "frequency": 4 + "frequency": 5 }, { - "name": "IBM", - "slug": "ibm", - "frequency": 4 + "name": "Nvidia", + "slug": "nvidia", + "frequency": 5 + }, + { + "name": "Yandex", + "slug": "yandex", + "frequency": 5 + }, + { + "name": "Media.net", + "slug": "medianet", + "frequency": 5 }, { "name": "PayPal", "slug": "paypal", "frequency": 3 }, + { + "name": "Goldman Sachs", + "slug": "goldman-sachs", + "frequency": 3 + }, { "name": "Uber", "slug": "uber", @@ -1709,14 +1729,14 @@ "frequency": 3 }, { - "name": "TikTok", - "slug": "tiktok", + "name": "tcs", + "slug": "tcs", "frequency": 3 }, { - "name": "Goldman Sachs", - "slug": "goldman-sachs", - "frequency": 2 + "name": "TikTok", + "slug": "tiktok", + "frequency": 3 }, { "name": "Yahoo", @@ -1743,11 +1763,6 @@ "slug": "visa", "frequency": 2 }, - { - "name": "tcs", - "slug": "tcs", - "frequency": 2 - }, { "name": "Infosys", "slug": "infosys", @@ -1798,22 +1813,22 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 20 + "frequency": 19 }, { "name": "Microsoft", "slug": "microsoft", - "frequency": 8 + "frequency": 9 }, { "name": "Apple", "slug": "apple", - "frequency": 6 + "frequency": 7 }, { "name": "Bloomberg", "slug": "bloomberg", - "frequency": 5 + "frequency": 6 }, { "name": "Adobe", @@ -1905,13 +1920,13 @@ "premium": false, "companies": [ { - "name": "Google", - "slug": "google", + "name": "Amazon", + "slug": "amazon", "frequency": 5 }, { - "name": "Amazon", - "slug": "amazon", + "name": "Google", + "slug": "google", "frequency": 4 }, { @@ -1964,7 +1979,7 @@ { "name": "Bloomberg", "slug": "bloomberg", - "frequency": 7 + "frequency": 9 }, { "name": "Adobe", @@ -1976,6 +1991,11 @@ "slug": "google", "frequency": 5 }, + { + "name": "Apple", + "slug": "apple", + "frequency": 5 + }, { "name": "Yahoo", "slug": "yahoo", @@ -1986,11 +2006,6 @@ "slug": "datadog", "frequency": 3 }, - { - "name": "Apple", - "slug": "apple", - "frequency": 2 - }, { "name": "Airbnb", "slug": "airbnb", @@ -2023,6 +2038,11 @@ "slug": "apple", "frequency": 3 }, + { + "name": "Wayfair", + "slug": "wayfair", + "frequency": 3 + }, { "name": "Microsoft", "slug": "microsoft", @@ -2033,11 +2053,6 @@ "slug": "uber", "frequency": 2 }, - { - "name": "Wayfair", - "slug": "wayfair", - "frequency": 2 - }, { "name": "Facebook", "slug": "facebook", @@ -2065,26 +2080,36 @@ "slug": "oracle", "frequency": 23 }, - { - "name": "TikTok", - "slug": "tiktok", - "frequency": 8 - }, { "name": "Amazon", "slug": "amazon", - "frequency": 6 + "frequency": 12 + }, + { + "name": "TikTok", + "slug": "tiktok", + "frequency": 7 }, { "name": "Google", "slug": "google", "frequency": 5 }, + { + "name": "Apple", + "slug": "apple", + "frequency": 5 + }, { "name": "Goldman Sachs", "slug": "goldman-sachs", "frequency": 5 }, + { + "name": "Facebook", + "slug": "facebook", + "frequency": 4 + }, { "name": "Microsoft", "slug": "microsoft", @@ -2101,24 +2126,19 @@ "frequency": 4 }, { - "name": "Facebook", - "slug": "facebook", - "frequency": 3 - }, - { - "name": "Apple", - "slug": "apple", + "name": "Booking.com", + "slug": "bookingcom", "frequency": 3 }, { - "name": "Yandex", - "slug": "yandex", - "frequency": 3 + "name": "Uber", + "slug": "uber", + "frequency": 2 }, { - "name": "Booking.com", - "slug": "bookingcom", - "frequency": 3 + "name": "Adobe", + "slug": "adobe", + "frequency": 2 }, { "name": "Intuit", @@ -2136,13 +2156,13 @@ "frequency": 2 }, { - "name": "Pure Storage", - "slug": "pure-storage", + "name": "Yandex", + "slug": "yandex", "frequency": 2 }, { - "name": "Adobe", - "slug": "adobe", + "name": "Pure Storage", + "slug": "pure-storage", "frequency": 2 }, { @@ -2165,7 +2185,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 36 + "frequency": 34 }, { "name": "Cisco", @@ -2175,7 +2195,7 @@ { "name": "Adobe", "slug": "adobe", - "frequency": 12 + "frequency": 11 }, { "name": "Google", @@ -2232,11 +2252,6 @@ "slug": "wayfair", "frequency": 3 }, - { - "name": "TikTok", - "slug": "tiktok", - "frequency": 3 - }, { "name": "ByteDance", "slug": "bytedance", @@ -2253,8 +2268,13 @@ "frequency": 2 }, { - "name": "Salesforce", - "slug": "salesforce", + "name": "Salesforce", + "slug": "salesforce", + "frequency": 2 + }, + { + "name": "TikTok", + "slug": "tiktok", "frequency": 2 }, { @@ -2292,28 +2312,23 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 9 + "frequency": 10 }, { "name": "Bloomberg", "slug": "bloomberg", - "frequency": 8 + "frequency": 7 }, { "name": "Apple", "slug": "apple", - "frequency": 5 + "frequency": 4 }, { "name": "Adobe", "slug": "adobe", "frequency": 3 }, - { - "name": "TikTok", - "slug": "tiktok", - "frequency": 3 - }, { "name": "Google", "slug": "google", @@ -2334,6 +2349,11 @@ "slug": "ebay", "frequency": 2 }, + { + "name": "TikTok", + "slug": "tiktok", + "frequency": 2 + }, { "name": "Flipkart", "slug": "flipkart", @@ -2485,7 +2505,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 14 + "frequency": 13 }, { "name": "Adobe", @@ -2507,11 +2527,6 @@ "slug": "yahoo", "frequency": 4 }, - { - "name": "Microsoft", - "slug": "microsoft", - "frequency": 3 - }, { "name": "Facebook", "slug": "facebook", @@ -2532,6 +2547,11 @@ "slug": "google", "frequency": 3 }, + { + "name": "Microsoft", + "slug": "microsoft", + "frequency": 2 + }, { "name": "Media.net", "slug": "medianet", @@ -2737,6 +2757,16 @@ "slug": "bloomberg", "frequency": 2 }, + { + "name": "Microsoft", + "slug": "microsoft", + "frequency": 2 + }, + { + "name": "Google", + "slug": "google", + "frequency": 2 + }, { "name": "Uber", "slug": "uber", @@ -2794,7 +2824,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 10 + "frequency": 9 }, { "name": "Apple", @@ -2858,6 +2888,11 @@ "slug": "facebook", "frequency": 6 }, + { + "name": "Adobe", + "slug": "adobe", + "frequency": 5 + }, { "name": "Microsoft", "slug": "microsoft", @@ -2873,19 +2908,14 @@ "slug": "uber", "frequency": 4 }, - { - "name": "Apple", - "slug": "apple", - "frequency": 3 - }, { "name": "Yandex", "slug": "yandex", "frequency": 3 }, { - "name": "Adobe", - "slug": "adobe", + "name": "Apple", + "slug": "apple", "frequency": 2 } ] @@ -2932,14 +2962,14 @@ "difficulty": "Easy", "premium": false, "companies": [ - { - "name": "Amazon", - "slug": "amazon", - "frequency": 2 - }, { "name": "Uber", "slug": "uber", + "frequency": 3 + }, + { + "name": "Amazon", + "slug": "amazon", "frequency": 2 } ] @@ -2979,7 +3009,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 31 + "frequency": 32 }, { "name": "Bloomberg", @@ -2989,7 +3019,7 @@ { "name": "Apple", "slug": "apple", - "frequency": 11 + "frequency": 12 }, { "name": "Google", @@ -2999,12 +3029,17 @@ { "name": "Adobe", "slug": "adobe", - "frequency": 9 + "frequency": 8 }, { "name": "Microsoft", "slug": "microsoft", - "frequency": 5 + "frequency": 4 + }, + { + "name": "Nvidia", + "slug": "nvidia", + "frequency": 3 }, { "name": "Facebook", @@ -3022,19 +3057,14 @@ "frequency": 3 }, { - "name": "Yandex", - "slug": "yandex", + "name": "Yahoo", + "slug": "yahoo", "frequency": 3 }, { - "name": "Nvidia", - "slug": "nvidia", - "frequency": 2 - }, - { - "name": "Yahoo", - "slug": "yahoo", - "frequency": 2 + "name": "Yandex", + "slug": "yandex", + "frequency": 3 }, { "name": "Oracle", @@ -3063,15 +3093,15 @@ "difficulty": "Medium", "premium": false, "companies": [ - { - "name": "Amazon", - "slug": "amazon", - "frequency": 7 - }, { "name": "Facebook", "slug": "facebook", - "frequency": 7 + "frequency": 9 + }, + { + "name": "Amazon", + "slug": "amazon", + "frequency": 8 }, { "name": "Google", @@ -3081,7 +3111,7 @@ { "name": "Apple", "slug": "apple", - "frequency": 3 + "frequency": 4 }, { "name": "Microsoft", @@ -3172,19 +3202,24 @@ "slug": "amazon", "frequency": 4 }, + { + "name": "Bloomberg", + "slug": "bloomberg", + "frequency": 3 + }, { "name": "Google", "slug": "google", "frequency": 2 }, { - "name": "Uber", - "slug": "uber", + "name": "Apple", + "slug": "apple", "frequency": 2 }, { - "name": "Bloomberg", - "slug": "bloomberg", + "name": "Uber", + "slug": "uber", "frequency": 2 } ] @@ -3211,6 +3246,11 @@ "slug": "thousandeyes", "frequency": 3 }, + { + "name": "Docusign", + "slug": "docusign", + "frequency": 2 + }, { "name": "Amazon", "slug": "amazon", @@ -3271,12 +3311,12 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 32 + "frequency": 33 }, { "name": "Amazon", "slug": "amazon", - "frequency": 21 + "frequency": 19 }, { "name": "Bloomberg", @@ -3293,14 +3333,14 @@ "slug": "tiktok", "frequency": 13 }, - { - "name": "Microsoft", - "slug": "microsoft", - "frequency": 6 - }, { "name": "Goldman Sachs", "slug": "goldman-sachs", + "frequency": 7 + }, + { + "name": "Microsoft", + "slug": "microsoft", "frequency": 6 }, { @@ -3403,6 +3443,11 @@ "difficulty": "Medium", "premium": true, "companies": [ + { + "name": "Facebook", + "slug": "facebook", + "frequency": 2 + }, { "name": "Salesforce", "slug": "salesforce", @@ -3444,11 +3489,6 @@ "slug": "amazon", "frequency": 5 }, - { - "name": "Adobe", - "slug": "adobe", - "frequency": 5 - }, { "name": "Facebook", "slug": "facebook", @@ -3459,11 +3499,21 @@ "slug": "microsoft", "frequency": 3 }, + { + "name": "Adobe", + "slug": "adobe", + "frequency": 3 + }, { "name": "TikTok", "slug": "tiktok", "frequency": 3 }, + { + "name": "Apple", + "slug": "apple", + "frequency": 2 + }, { "name": "Arista Networks", "slug": "arista-networks", @@ -3484,7 +3534,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 5 + "frequency": 4 }, { "name": "Adobe", @@ -3513,14 +3563,19 @@ "difficulty": "Medium", "premium": false, "companies": [ + { + "name": "Amazon", + "slug": "amazon", + "frequency": 4 + }, { "name": "Bloomberg", "slug": "bloomberg", - "frequency": 4 + "frequency": 3 }, { - "name": "Amazon", - "slug": "amazon", + "name": "Adobe", + "slug": "adobe", "frequency": 3 }, { @@ -3528,11 +3583,6 @@ "slug": "apple", "frequency": 3 }, - { - "name": "Adobe", - "slug": "adobe", - "frequency": 2 - }, { "name": "Flipkart", "slug": "flipkart", @@ -3558,7 +3608,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 5 + "frequency": 4 }, { "name": "Microsoft", @@ -3622,6 +3672,11 @@ "slug": "uber", "frequency": 3 }, + { + "name": "Tesla", + "slug": "tesla", + "frequency": 3 + }, { "name": "Apple", "slug": "apple", @@ -3633,13 +3688,13 @@ "frequency": 2 }, { - "name": "Tesla", - "slug": "tesla", + "name": "MakeMyTrip", + "slug": "makemytrip", "frequency": 2 }, { - "name": "MakeMyTrip", - "slug": "makemytrip", + "name": "Snowflake", + "slug": "snowflake", "frequency": 2 }, { @@ -3662,31 +3717,26 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 15 - }, - { - "name": "Google", - "slug": "google", - "frequency": 10 + "frequency": 16 }, { "name": "Adobe", "slug": "adobe", "frequency": 9 }, + { + "name": "Google", + "slug": "google", + "frequency": 9 + }, { "name": "Apple", "slug": "apple", - "frequency": 8 + "frequency": 7 }, { "name": "Facebook", "slug": "facebook", - "frequency": 7 - }, - { - "name": "Microsoft", - "slug": "microsoft", "frequency": 6 }, { @@ -3694,19 +3744,24 @@ "slug": "medianet", "frequency": 6 }, + { + "name": "Microsoft", + "slug": "microsoft", + "frequency": 5 + }, { "name": "Hubspot", "slug": "hubspot", "frequency": 4 }, - { - "name": "Uber", - "slug": "uber", - "frequency": 3 - }, { "name": "Bloomberg", "slug": "bloomberg", + "frequency": 4 + }, + { + "name": "Uber", + "slug": "uber", "frequency": 3 }, { @@ -3788,7 +3843,7 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 25 + "frequency": 26 }, { "name": "TikTok", @@ -3798,7 +3853,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 10 + "frequency": 11 }, { "name": "Bloomberg", @@ -3810,6 +3865,11 @@ "slug": "apple", "frequency": 7 }, + { + "name": "Yandex", + "slug": "yandex", + "frequency": 4 + }, { "name": "Microsoft", "slug": "microsoft", @@ -3821,8 +3881,8 @@ "frequency": 3 }, { - "name": "Yandex", - "slug": "yandex", + "name": "Adobe", + "slug": "adobe", "frequency": 3 }, { @@ -3835,11 +3895,6 @@ "slug": "google", "frequency": 2 }, - { - "name": "Adobe", - "slug": "adobe", - "frequency": 2 - }, { "name": "Palantir Technologies", "slug": "palantir-technologies", @@ -3875,7 +3930,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 4 + "frequency": 5 }, { "name": "Snapchat", @@ -3919,7 +3974,7 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 49 + "frequency": 53 }, { "name": "Bloomberg", @@ -3929,7 +3984,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 15 + "frequency": 16 }, { "name": "Google", @@ -3939,17 +3994,12 @@ { "name": "Microsoft", "slug": "microsoft", - "frequency": 9 - }, - { - "name": "TikTok", - "slug": "tiktok", - "frequency": 8 + "frequency": 11 }, { - "name": "Apple", - "slug": "apple", - "frequency": 6 + "name": "TikTok", + "slug": "tiktok", + "frequency": 7 }, { "name": "Roblox", @@ -3957,8 +4007,8 @@ "frequency": 6 }, { - "name": "Oracle", - "slug": "oracle", + "name": "Apple", + "slug": "apple", "frequency": 5 }, { @@ -3967,13 +4017,13 @@ "frequency": 4 }, { - "name": "Adobe", - "slug": "adobe", + "name": "Netflix", + "slug": "netflix", "frequency": 4 }, { - "name": "Netflix", - "slug": "netflix", + "name": "Oracle", + "slug": "oracle", "frequency": 4 }, { @@ -3986,6 +4036,11 @@ "slug": "linkedin", "frequency": 4 }, + { + "name": "Adobe", + "slug": "adobe", + "frequency": 3 + }, { "name": "Uber", "slug": "uber", @@ -4046,7 +4101,7 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 9 + "frequency": 10 }, { "name": "Yandex", @@ -4075,6 +4130,11 @@ "difficulty": "Medium", "premium": false, "companies": [ + { + "name": "JPMorgan", + "slug": "jpmorgan", + "frequency": 4 + }, { "name": "Facebook", "slug": "facebook", @@ -4094,11 +4154,6 @@ "name": "Apple", "slug": "apple", "frequency": 2 - }, - { - "name": "JPMorgan", - "slug": "jpmorgan", - "frequency": 2 } ] }, @@ -4148,11 +4203,6 @@ "slug": "oracle", "frequency": 3 }, - { - "name": "Yandex", - "slug": "yandex", - "frequency": 3 - }, { "name": "Apple", "slug": "apple", @@ -4174,8 +4224,8 @@ "frequency": 2 }, { - "name": "Miro", - "slug": "miro", + "name": "Yandex", + "slug": "yandex", "frequency": 2 }, { @@ -4187,6 +4237,11 @@ "name": "Goldman Sachs", "slug": "goldman-sachs", "frequency": 2 + }, + { + "name": "Miro", + "slug": "miro", + "frequency": 2 } ] }, @@ -4210,11 +4265,6 @@ "name": "Amazon", "slug": "amazon", "frequency": 5 - }, - { - "name": "DoorDash", - "slug": "doordash", - "frequency": 2 } ] }, @@ -4297,12 +4347,12 @@ { "name": "Apple", "slug": "apple", - "frequency": 5 + "frequency": 4 }, { "name": "Amazon", "slug": "amazon", - "frequency": 4 + "frequency": 3 }, { "name": "Microsoft", @@ -4312,7 +4362,7 @@ { "name": "Adobe", "slug": "adobe", - "frequency": 3 + "frequency": 2 }, { "name": "Bloomberg", @@ -4351,18 +4401,18 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 11 + "frequency": 10 + }, + { + "name": "Adobe", + "slug": "adobe", + "frequency": 4 }, { "name": "Bloomberg", "slug": "bloomberg", "frequency": 3 }, - { - "name": "Adobe", - "slug": "adobe", - "frequency": 2 - }, { "name": "Apple", "slug": "apple", @@ -4383,7 +4433,7 @@ { "name": "Microsoft", "slug": "microsoft", - "frequency": 5 + "frequency": 6 }, { "name": "eBay", @@ -4401,8 +4451,8 @@ "frequency": 2 }, { - "name": "TikTok", - "slug": "tiktok", + "name": "Facebook", + "slug": "facebook", "frequency": 2 }, { @@ -4410,6 +4460,11 @@ "slug": "apple", "frequency": 2 }, + { + "name": "TikTok", + "slug": "tiktok", + "frequency": 2 + }, { "name": "Arista Networks", "slug": "arista-networks", @@ -4430,12 +4485,12 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 36 + "frequency": 40 }, { "name": "Amazon", "slug": "amazon", - "frequency": 9 + "frequency": 10 }, { "name": "Apple", @@ -4497,18 +4552,18 @@ { "name": "Microsoft", "slug": "microsoft", - "frequency": 5 - }, - { - "name": "Apple", - "slug": "apple", - "frequency": 5 + "frequency": 6 }, { "name": "Adobe", "slug": "adobe", "frequency": 5 }, + { + "name": "Apple", + "slug": "apple", + "frequency": 4 + }, { "name": "Google", "slug": "google", @@ -4589,7 +4644,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 2 + "frequency": 3 }, { "name": "Apple", @@ -4631,12 +4686,7 @@ { "name": "Google", "slug": "google", - "frequency": 4 - }, - { - "name": "Microsoft", - "slug": "microsoft", - "frequency": 3 + "frequency": 5 }, { "name": "Yahoo", @@ -4648,6 +4698,11 @@ "slug": "goldman-sachs", "frequency": 3 }, + { + "name": "Microsoft", + "slug": "microsoft", + "frequency": 2 + }, { "name": "Coupang", "slug": "coupang", @@ -4680,6 +4735,11 @@ "slug": "facebook", "frequency": 4 }, + { + "name": "Amazon", + "slug": "amazon", + "frequency": 3 + }, { "name": "Apple", "slug": "apple", @@ -4690,11 +4750,6 @@ "slug": "google", "frequency": 2 }, - { - "name": "Amazon", - "slug": "amazon", - "frequency": 2 - }, { "name": "Oracle", "slug": "oracle", @@ -4720,12 +4775,12 @@ { "name": "Yandex", "slug": "yandex", - "frequency": 15 + "frequency": 14 }, { "name": "Facebook", "slug": "facebook", - "frequency": 9 + "frequency": 10 }, { "name": "DoorDash", @@ -4738,13 +4793,13 @@ "frequency": 4 }, { - "name": "Apple", - "slug": "apple", + "name": "TikTok", + "slug": "tiktok", "frequency": 3 }, { - "name": "TikTok", - "slug": "tiktok", + "name": "Yahoo", + "slug": "yahoo", "frequency": 3 }, { @@ -4753,8 +4808,8 @@ "frequency": 2 }, { - "name": "Yahoo", - "slug": "yahoo", + "name": "Apple", + "slug": "apple", "frequency": 2 }, { @@ -4794,7 +4849,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 3 + "frequency": 2 }, { "name": "Goldman Sachs", @@ -4831,7 +4886,7 @@ { "name": "Google", "slug": "google", - "frequency": 2 + "frequency": 3 } ] }, @@ -4853,17 +4908,17 @@ { "name": "Adobe", "slug": "adobe", - "frequency": 6 + "frequency": 5 }, { "name": "Amazon", "slug": "amazon", - "frequency": 4 + "frequency": 3 }, { "name": "Google", "slug": "google", - "frequency": 2 + "frequency": 3 }, { "name": "Apple", @@ -4959,21 +5014,21 @@ "slug": "microsoft", "frequency": 5 }, + { + "name": "Facebook", + "slug": "facebook", + "frequency": 4 + }, { "name": "Google", "slug": "google", - "frequency": 5 + "frequency": 4 }, { "name": "Booking.com", "slug": "bookingcom", "frequency": 4 }, - { - "name": "Facebook", - "slug": "facebook", - "frequency": 3 - }, { "name": "Apple", "slug": "apple", @@ -5024,28 +5079,28 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 37 + "frequency": 38 }, { "name": "Bloomberg", "slug": "bloomberg", - "frequency": 21 + "frequency": 22 }, { "name": "Apple", "slug": "apple", "frequency": 16 }, - { - "name": "Adobe", - "slug": "adobe", - "frequency": 14 - }, { "name": "Yandex", "slug": "yandex", "frequency": 13 }, + { + "name": "Adobe", + "slug": "adobe", + "frequency": 12 + }, { "name": "Google", "slug": "google", @@ -5126,6 +5181,11 @@ "slug": "nvidia", "frequency": 2 }, + { + "name": "EPAM Systems", + "slug": "epam-systems", + "frequency": 2 + }, { "name": "Agoda", "slug": "agoda", @@ -5160,11 +5220,6 @@ "name": "Accolite", "slug": "accolite", "frequency": 2 - }, - { - "name": "EPAM Systems", - "slug": "epam-systems", - "frequency": 2 } ] }, @@ -5214,12 +5269,12 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 9 + "frequency": 8 }, { "name": "Lyft", "slug": "lyft", - "frequency": 5 + "frequency": 6 }, { "name": "TikTok", @@ -5231,14 +5286,19 @@ "slug": "google", "frequency": 4 }, + { + "name": "Adobe", + "slug": "adobe", + "frequency": 4 + }, { "name": "Yandex", "slug": "yandex", "frequency": 3 }, { - "name": "Adobe", - "slug": "adobe", + "name": "Snapchat", + "slug": "snapchat", "frequency": 2 }, { @@ -5342,17 +5402,17 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 25 + "frequency": 26 }, { "name": "Amazon", "slug": "amazon", - "frequency": 13 + "frequency": 14 }, { "name": "Apple", "slug": "apple", - "frequency": 10 + "frequency": 9 }, { "name": "Avito", @@ -5374,6 +5434,11 @@ "slug": "adobe", "frequency": 4 }, + { + "name": "Google", + "slug": "google", + "frequency": 3 + }, { "name": "TikTok", "slug": "tiktok", @@ -5390,13 +5455,13 @@ "frequency": 2 }, { - "name": "Google", - "slug": "google", + "name": "Dropbox", + "slug": "dropbox", "frequency": 2 }, { - "name": "Dropbox", - "slug": "dropbox", + "name": "Tesla", + "slug": "tesla", "frequency": 2 }, { @@ -5452,12 +5517,12 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 90 + "frequency": 95 }, { "name": "Amazon", "slug": "amazon", - "frequency": 18 + "frequency": 17 }, { "name": "Google", @@ -5474,6 +5539,11 @@ "slug": "tiktok", "frequency": 6 }, + { + "name": "Bloomberg", + "slug": "bloomberg", + "frequency": 5 + }, { "name": "Microsoft", "slug": "microsoft", @@ -5485,9 +5555,9 @@ "frequency": 4 }, { - "name": "Bloomberg", - "slug": "bloomberg", - "frequency": 4 + "name": "Nvidia", + "slug": "nvidia", + "frequency": 3 }, { "name": "LinkedIn", @@ -5499,11 +5569,6 @@ "slug": "salesforce", "frequency": 2 }, - { - "name": "Nvidia", - "slug": "nvidia", - "frequency": 2 - }, { "name": "eBay", "slug": "ebay", @@ -5557,20 +5622,20 @@ "slug": "amazon", "frequency": 20 }, - { - "name": "TikTok", - "slug": "tiktok", - "frequency": 3 - }, { "name": "Pinterest", "slug": "pinterest", - "frequency": 3 + "frequency": 4 }, { "name": "Google", "slug": "google", - "frequency": 2 + "frequency": 3 + }, + { + "name": "TikTok", + "slug": "tiktok", + "frequency": 3 }, { "name": "Microsoft", @@ -5592,6 +5657,11 @@ "slug": "apple", "frequency": 2 }, + { + "name": "Adobe", + "slug": "adobe", + "frequency": 2 + }, { "name": "Druva", "slug": "druva", @@ -5643,6 +5713,11 @@ "name": "PayPal", "slug": "paypal", "frequency": 2 + }, + { + "name": "Amazon", + "slug": "amazon", + "frequency": 2 } ] }, @@ -5672,12 +5747,12 @@ { "name": "Google", "slug": "google", - "frequency": 11 + "frequency": 10 }, { "name": "Apple", "slug": "apple", - "frequency": 7 + "frequency": 6 }, { "name": "TikTok", @@ -5749,6 +5824,11 @@ "slug": "google", "frequency": 6 }, + { + "name": "eBay", + "slug": "ebay", + "frequency": 3 + }, { "name": "Intuit", "slug": "intuit", @@ -5759,6 +5839,11 @@ "slug": "bloomberg", "frequency": 3 }, + { + "name": "Apple", + "slug": "apple", + "frequency": 3 + }, { "name": "Tesla", "slug": "tesla", @@ -5774,16 +5859,6 @@ "slug": "facebook", "frequency": 2 }, - { - "name": "Apple", - "slug": "apple", - "frequency": 2 - }, - { - "name": "eBay", - "slug": "ebay", - "frequency": 2 - }, { "name": "Snapchat", "slug": "snapchat", @@ -5844,13 +5919,18 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 6 + "frequency": 5 }, { "name": "Google", "slug": "google", "frequency": 2 }, + { + "name": "Amazon", + "slug": "amazon", + "frequency": 2 + }, { "name": "TikTok", "slug": "tiktok", @@ -6062,6 +6142,16 @@ "slug": "bloomberg", "frequency": 6 }, + { + "name": "Amazon", + "slug": "amazon", + "frequency": 3 + }, + { + "name": "Facebook", + "slug": "facebook", + "frequency": 3 + }, { "name": "Salesforce", "slug": "salesforce", @@ -6077,16 +6167,6 @@ "slug": "microsoft", "frequency": 2 }, - { - "name": "Amazon", - "slug": "amazon", - "frequency": 2 - }, - { - "name": "Facebook", - "slug": "facebook", - "frequency": 2 - }, { "name": "Oracle", "slug": "oracle", @@ -6130,7 +6210,7 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 37 + "frequency": 42 }, { "name": "Amazon", @@ -6140,7 +6220,7 @@ { "name": "TikTok", "slug": "tiktok", - "frequency": 4 + "frequency": 3 }, { "name": "Yandex", @@ -6180,6 +6260,11 @@ "slug": "walmart-labs", "frequency": 3 }, + { + "name": "Apple", + "slug": "apple", + "frequency": 3 + }, { "name": "Google", "slug": "google", @@ -6195,11 +6280,6 @@ "slug": "uber", "frequency": 2 }, - { - "name": "Apple", - "slug": "apple", - "frequency": 2 - }, { "name": "Adobe", "slug": "adobe", @@ -6225,7 +6305,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 4 + "frequency": 3 }, { "name": "Google", @@ -6331,7 +6411,7 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 29 + "frequency": 32 }, { "name": "Amazon", @@ -6530,7 +6610,7 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 47 + "frequency": 50 }, { "name": "Amazon", @@ -6540,7 +6620,7 @@ { "name": "Bloomberg", "slug": "bloomberg", - "frequency": 6 + "frequency": 5 }, { "name": "Yandex", @@ -6558,13 +6638,13 @@ "frequency": 2 }, { - "name": "Yahoo", - "slug": "yahoo", + "name": "PayPal", + "slug": "paypal", "frequency": 2 }, { - "name": "PayPal", - "slug": "paypal", + "name": "Yahoo", + "slug": "yahoo", "frequency": 2 }, { @@ -6679,26 +6759,26 @@ "slug": "bloomberg", "frequency": 9 }, - { - "name": "TikTok", - "slug": "tiktok", - "frequency": 6 - }, { "name": "SIG", "slug": "sig", "frequency": 6 }, { - "name": "Apple", - "slug": "apple", - "frequency": 4 + "name": "TikTok", + "slug": "tiktok", + "frequency": 5 }, { "name": "Microsoft", "slug": "microsoft", "frequency": 3 }, + { + "name": "Apple", + "slug": "apple", + "frequency": 3 + }, { "name": "Citadel", "slug": "citadel", @@ -6797,12 +6877,7 @@ { "name": "DoorDash", "slug": "doordash", - "frequency": 17 - }, - { - "name": "Amazon", - "slug": "amazon", - "frequency": 7 + "frequency": 18 }, { "name": "Facebook", @@ -6814,6 +6889,11 @@ "slug": "tiktok", "frequency": 6 }, + { + "name": "Amazon", + "slug": "amazon", + "frequency": 5 + }, { "name": "Apple", "slug": "apple", @@ -7017,13 +7097,13 @@ "frequency": 2 }, { - "name": "TikTok", - "slug": "tiktok", + "name": "Adobe", + "slug": "adobe", "frequency": 2 }, { - "name": "Adobe", - "slug": "adobe", + "name": "TikTok", + "slug": "tiktok", "frequency": 2 } ] @@ -7078,27 +7158,27 @@ { "name": "Google", "slug": "google", - "frequency": 46 + "frequency": 48 }, { "name": "Adobe", "slug": "adobe", - "frequency": 46 + "frequency": 44 }, { "name": "Apple", "slug": "apple", - "frequency": 39 + "frequency": 42 }, { "name": "Microsoft", "slug": "microsoft", - "frequency": 22 + "frequency": 21 }, { "name": "Bloomberg", "slug": "bloomberg", - "frequency": 22 + "frequency": 21 }, { "name": "Uber", @@ -7118,7 +7198,7 @@ { "name": "Oracle", "slug": "oracle", - "frequency": 6 + "frequency": 8 }, { "name": "Yandex", @@ -7170,6 +7250,11 @@ "slug": "huawei", "frequency": 2 }, + { + "name": "Cisco", + "slug": "cisco", + "frequency": 2 + }, { "name": "wipro", "slug": "wipro", @@ -7215,11 +7300,6 @@ "slug": "morgan-stanley", "frequency": 2 }, - { - "name": "Cisco", - "slug": "cisco", - "frequency": 2 - }, { "name": "BNY Mellon", "slug": "bny-mellon", @@ -7265,7 +7345,12 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 4 + "frequency": 3 + }, + { + "name": "Google", + "slug": "google", + "frequency": 2 }, { "name": "Bloomberg", @@ -7297,7 +7382,7 @@ { "name": "Goldman Sachs", "slug": "goldman-sachs", - "frequency": 9 + "frequency": 10 }, { "name": "Google", @@ -7344,22 +7429,22 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 48 + "frequency": 51 }, { "name": "Amazon", "slug": "amazon", - "frequency": 24 + "frequency": 22 }, { "name": "Apple", "slug": "apple", - "frequency": 18 + "frequency": 19 }, { "name": "Adobe", "slug": "adobe", - "frequency": 17 + "frequency": 16 }, { "name": "Bloomberg", @@ -7379,7 +7464,7 @@ { "name": "Yahoo", "slug": "yahoo", - "frequency": 4 + "frequency": 3 }, { "name": "Oracle", @@ -7461,7 +7546,7 @@ { "name": "Adobe", "slug": "adobe", - "frequency": 3 + "frequency": 2 }, { "name": "Apple", @@ -7542,11 +7627,6 @@ "slug": "apple", "frequency": 3 }, - { - "name": "Uber", - "slug": "uber", - "frequency": 2 - }, { "name": "Google", "slug": "google", @@ -7567,6 +7647,11 @@ "slug": "tiktok", "frequency": 2 }, + { + "name": "Uber", + "slug": "uber", + "frequency": 2 + }, { "name": "Yahoo", "slug": "yahoo", @@ -7592,26 +7677,26 @@ { "name": "Goldman Sachs", "slug": "goldman-sachs", - "frequency": 26 - }, - { - "name": "Adobe", - "slug": "adobe", - "frequency": 10 + "frequency": 27 }, { "name": "Apple", "slug": "apple", "frequency": 10 }, + { + "name": "Adobe", + "slug": "adobe", + "frequency": 9 + }, { "name": "Google", "slug": "google", "frequency": 8 }, { - "name": "Microsoft", - "slug": "microsoft", + "name": "Facebook", + "slug": "facebook", "frequency": 6 }, { @@ -7620,8 +7705,8 @@ "frequency": 6 }, { - "name": "Facebook", - "slug": "facebook", + "name": "Microsoft", + "slug": "microsoft", "frequency": 5 }, { @@ -7649,11 +7734,6 @@ "slug": "intel", "frequency": 2 }, - { - "name": "Cisco", - "slug": "cisco", - "frequency": 2 - }, { "name": "Nvidia", "slug": "nvidia", @@ -7694,6 +7774,11 @@ "slug": "samsung", "frequency": 2 }, + { + "name": "Cisco", + "slug": "cisco", + "frequency": 2 + }, { "name": "ServiceNow", "slug": "servicenow", @@ -7719,18 +7804,18 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 27 - }, - { - "name": "Microsoft", - "slug": "microsoft", - "frequency": 7 + "frequency": 28 }, { "name": "Adobe", "slug": "adobe", "frequency": 7 }, + { + "name": "Microsoft", + "slug": "microsoft", + "frequency": 6 + }, { "name": "Apple", "slug": "apple", @@ -7746,6 +7831,11 @@ "slug": "oracle", "frequency": 4 }, + { + "name": "Bloomberg", + "slug": "bloomberg", + "frequency": 4 + }, { "name": "Google", "slug": "google", @@ -7761,11 +7851,6 @@ "slug": "uber", "frequency": 2 }, - { - "name": "Bloomberg", - "slug": "bloomberg", - "frequency": 2 - }, { "name": "Tesla", "slug": "tesla", @@ -7951,12 +8036,12 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 31 + "frequency": 35 }, { "name": "Apple", "slug": "apple", - "frequency": 15 + "frequency": 16 }, { "name": "Adobe", @@ -7966,22 +8051,22 @@ { "name": "Google", "slug": "google", - "frequency": 11 + "frequency": 10 }, { "name": "Goldman Sachs", "slug": "goldman-sachs", - "frequency": 9 + "frequency": 10 }, { "name": "Microsoft", "slug": "microsoft", - "frequency": 7 + "frequency": 8 }, { "name": "Bloomberg", "slug": "bloomberg", - "frequency": 5 + "frequency": 6 }, { "name": "Facebook", @@ -7991,7 +8076,7 @@ { "name": "Yahoo", "slug": "yahoo", - "frequency": 3 + "frequency": 4 }, { "name": "Rippling", @@ -8102,12 +8187,7 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 42 - }, - { - "name": "Amazon", - "slug": "amazon", - "frequency": 9 + "frequency": 46 }, { "name": "Yandex", @@ -8119,6 +8199,11 @@ "slug": "apple", "frequency": 8 }, + { + "name": "Amazon", + "slug": "amazon", + "frequency": 8 + }, { "name": "Zoho", "slug": "zoho", @@ -8184,7 +8269,12 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 7 + "frequency": 8 + }, + { + "name": "Bloomberg", + "slug": "bloomberg", + "frequency": 4 }, { "name": "Salesforce", @@ -8202,13 +8292,13 @@ "frequency": 2 }, { - "name": "Bloomberg", - "slug": "bloomberg", + "name": "Yandex", + "slug": "yandex", "frequency": 2 }, { - "name": "Yandex", - "slug": "yandex", + "name": "Accenture", + "slug": "accenture", "frequency": 2 }, { @@ -8326,7 +8416,7 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 12 + "frequency": 14 }, { "name": "Amazon", @@ -8364,7 +8454,7 @@ { "name": "Yandex", "slug": "yandex", - "frequency": 34 + "frequency": 30 }, { "name": "Amazon", From 63666c8649b095aa678133cd31efb9ba454d1d3f Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Tue, 9 Jan 2024 12:41:20 -0500 Subject: [PATCH 6/8] Bump follow-redirects from 1.14.8 to 1.15.4 (#296) Bumps [follow-redirects](https://github.com/follow-redirects/follow-redirects) from 1.14.8 to 1.15.4. - [Release notes](https://github.com/follow-redirects/follow-redirects/releases) - [Commits](https://github.com/follow-redirects/follow-redirects/compare/v1.14.8...v1.15.4) --- updated-dependencies: - dependency-name: follow-redirects dependency-type: indirect ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> --- package-lock.json | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/package-lock.json b/package-lock.json index cc2b3f34..02cd5d64 100644 --- a/package-lock.json +++ b/package-lock.json @@ -9011,9 +9011,9 @@ } }, "node_modules/follow-redirects": { - "version": "1.14.8", - "resolved": "https://registry.npmjs.org/follow-redirects/-/follow-redirects-1.14.8.tgz", - "integrity": "sha512-1x0S9UVJHsQprFcEC/qnNzBLcIxsjAV905f/UkQxbclCsoTWlacCNOpQa/anodLl2uaEKFhfWOvM2Qg77+15zA==", + "version": "1.15.4", + "resolved": "https://registry.npmjs.org/follow-redirects/-/follow-redirects-1.15.4.tgz", + "integrity": "sha512-Cr4D/5wlrb0z9dgERpUL3LrmPKVDsETIJhaCMeDfuFYcqa5bldGV6wBsAN6X/vxlXQtFBMrXdXxdL8CbDTGniw==", "funding": [ { "type": "individual", @@ -31139,9 +31139,9 @@ } }, "follow-redirects": { - "version": "1.14.8", - "resolved": "https://registry.npmjs.org/follow-redirects/-/follow-redirects-1.14.8.tgz", - "integrity": "sha512-1x0S9UVJHsQprFcEC/qnNzBLcIxsjAV905f/UkQxbclCsoTWlacCNOpQa/anodLl2uaEKFhfWOvM2Qg77+15zA==" + "version": "1.15.4", + "resolved": "https://registry.npmjs.org/follow-redirects/-/follow-redirects-1.15.4.tgz", + "integrity": "sha512-Cr4D/5wlrb0z9dgERpUL3LrmPKVDsETIJhaCMeDfuFYcqa5bldGV6wBsAN6X/vxlXQtFBMrXdXxdL8CbDTGniw==" }, "for-in": { "version": "1.0.2", From 0353b0092834da615caaff331c501f97958be05a Mon Sep 17 00:00:00 2001 From: seanprashad Date: Sun, 14 Jan 2024 12:03:00 +0000 Subject: [PATCH 7/8] Update questions via run-cron GitHub Action --- src/data/questions.json | 1476 +++++++++++++++++++++------------------ 1 file changed, 798 insertions(+), 678 deletions(-) diff --git a/src/data/questions.json b/src/data/questions.json index f4f10b01..944596eb 100644 --- a/src/data/questions.json +++ b/src/data/questions.json @@ -1,5 +1,5 @@ { - "updated": "2024-01-07T12:02:59.080892", + "updated": "2024-01-14T12:02:59.291616", "data": [ { "id": 0, @@ -14,7 +14,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 10 + "frequency": 11 }, { "name": "Apple", @@ -32,9 +32,9 @@ "frequency": 4 }, { - "name": "Facebook", - "slug": "facebook", - "frequency": 4 + "name": "Uber", + "slug": "uber", + "frequency": 3 }, { "name": "Microsoft", @@ -42,9 +42,9 @@ "frequency": 3 }, { - "name": "Uber", - "slug": "uber", - "frequency": 2 + "name": "Facebook", + "slug": "facebook", + "frequency": 3 }, { "name": "Adobe", @@ -114,7 +114,7 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 2 + "frequency": 3 } ] }, @@ -152,7 +152,7 @@ { "name": "Bloomberg", "slug": "bloomberg", - "frequency": 2 + "frequency": 3 }, { "name": "Yandex", @@ -179,7 +179,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 11 + "frequency": 12 }, { "name": "Asana", @@ -189,7 +189,7 @@ { "name": "Apple", "slug": "apple", - "frequency": 5 + "frequency": 6 }, { "name": "Facebook", @@ -199,7 +199,7 @@ { "name": "Google", "slug": "google", - "frequency": 4 + "frequency": 5 }, { "name": "Bloomberg", @@ -216,11 +216,6 @@ "slug": "uber", "frequency": 3 }, - { - "name": "Adobe", - "slug": "adobe", - "frequency": 3 - }, { "name": "TikTok", "slug": "tiktok", @@ -229,6 +224,11 @@ { "name": "Yandex", "slug": "yandex", + "frequency": 3 + }, + { + "name": "Adobe", + "slug": "adobe", "frequency": 2 }, { @@ -305,6 +305,11 @@ "slug": "zoho", "frequency": 2 }, + { + "name": "Nvidia", + "slug": "nvidia", + "frequency": 2 + }, { "name": "Bloomberg", "slug": "bloomberg", @@ -330,7 +335,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 5 + "frequency": 4 }, { "name": "Apple", @@ -352,12 +357,12 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 10 + "frequency": 9 }, { "name": "Adobe", "slug": "adobe", - "frequency": 5 + "frequency": 6 }, { "name": "Facebook", @@ -369,11 +374,6 @@ "slug": "apple", "frequency": 3 }, - { - "name": "Uber", - "slug": "uber", - "frequency": 3 - }, { "name": "Microsoft", "slug": "microsoft", @@ -384,6 +384,11 @@ "slug": "oracle", "frequency": 2 }, + { + "name": "Uber", + "slug": "uber", + "frequency": 2 + }, { "name": "Sprinklr", "slug": "sprinklr", @@ -421,14 +426,19 @@ "slug": "google", "frequency": 5 }, + { + "name": "Microsoft", + "slug": "microsoft", + "frequency": 4 + }, { "name": "Cisco", "slug": "cisco", "frequency": 4 }, { - "name": "Microsoft", - "slug": "microsoft", + "name": "Yahoo", + "slug": "yahoo", "frequency": 3 }, { @@ -441,11 +451,6 @@ "slug": "facebook", "frequency": 2 }, - { - "name": "Yahoo", - "slug": "yahoo", - "frequency": 2 - }, { "name": "Walmart Labs", "slug": "walmart-labs", @@ -471,11 +476,6 @@ "slug": "accenture", "frequency": 2 }, - { - "name": "MakeMyTrip", - "slug": "makemytrip", - "frequency": 2 - }, { "name": "Uber", "slug": "uber", @@ -485,6 +485,11 @@ "name": "Flipkart", "slug": "flipkart", "frequency": 2 + }, + { + "name": "MakeMyTrip", + "slug": "makemytrip", + "frequency": 2 } ] }, @@ -506,12 +511,12 @@ { "name": "Google", "slug": "google", - "frequency": 7 + "frequency": 8 }, { "name": "Amazon", "slug": "amazon", - "frequency": 6 + "frequency": 7 }, { "name": "Apple", @@ -523,19 +528,24 @@ "slug": "microsoft", "frequency": 4 }, + { + "name": "Bloomberg", + "slug": "bloomberg", + "frequency": 4 + }, { "name": "Adobe", "slug": "adobe", "frequency": 3 }, { - "name": "Bloomberg", - "slug": "bloomberg", + "name": "Uber", + "slug": "uber", "frequency": 3 }, { - "name": "Uber", - "slug": "uber", + "name": "Yahoo", + "slug": "yahoo", "frequency": 3 }, { @@ -543,11 +553,6 @@ "slug": "facebook", "frequency": 2 }, - { - "name": "Yahoo", - "slug": "yahoo", - "frequency": 2 - }, { "name": "ZScaler", "slug": "zscaler", @@ -573,7 +578,7 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 9 + "frequency": 10 }, { "name": "Bloomberg", @@ -590,25 +595,25 @@ "slug": "amazon", "frequency": 5 }, - { - "name": "TikTok", - "slug": "tiktok", - "frequency": 5 - }, { "name": "Google", "slug": "google", "frequency": 4 }, { - "name": "Snapchat", - "slug": "snapchat", - "frequency": 3 + "name": "TikTok", + "slug": "tiktok", + "frequency": 4 }, { "name": "Uber", "slug": "uber", - "frequency": 2 + "frequency": 3 + }, + { + "name": "Snapchat", + "slug": "snapchat", + "frequency": 3 }, { "name": "Oracle", @@ -717,12 +722,12 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 17 + "frequency": 16 }, { "name": "Adobe", "slug": "adobe", - "frequency": 10 + "frequency": 9 }, { "name": "Google", @@ -744,6 +749,11 @@ "slug": "apple", "frequency": 4 }, + { + "name": "Yahoo", + "slug": "yahoo", + "frequency": 4 + }, { "name": "Facebook", "slug": "facebook", @@ -752,11 +762,6 @@ { "name": "Uber", "slug": "uber", - "frequency": 3 - }, - { - "name": "Yahoo", - "slug": "yahoo", "frequency": 2 }, { @@ -796,12 +801,12 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 9 + "frequency": 10 }, { "name": "Amazon", "slug": "amazon", - "frequency": 9 + "frequency": 8 }, { "name": "Apple", @@ -856,8 +861,8 @@ "premium": false, "companies": [ { - "name": "Amazon", - "slug": "amazon", + "name": "Bloomberg", + "slug": "bloomberg", "frequency": 3 }, { @@ -866,8 +871,8 @@ "frequency": 3 }, { - "name": "Bloomberg", - "slug": "bloomberg", + "name": "Amazon", + "slug": "amazon", "frequency": 2 }, { @@ -895,13 +900,18 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 12 + "frequency": 11 }, { "name": "Adobe", "slug": "adobe", "frequency": 4 }, + { + "name": "Apple", + "slug": "apple", + "frequency": 3 + }, { "name": "Bloomberg", "slug": "bloomberg", @@ -917,16 +927,6 @@ "slug": "facebook", "frequency": 2 }, - { - "name": "Apple", - "slug": "apple", - "frequency": 2 - }, - { - "name": "Citadel", - "slug": "citadel", - "frequency": 2 - }, { "name": "TikTok", "slug": "tiktok", @@ -946,6 +946,11 @@ "name": "Goldman Sachs", "slug": "goldman-sachs", "frequency": 2 + }, + { + "name": "Citadel", + "slug": "citadel", + "frequency": 2 } ] }, @@ -962,7 +967,7 @@ { "name": "TikTok", "slug": "tiktok", - "frequency": 3 + "frequency": 4 } ] }, @@ -1006,12 +1011,7 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 7 - }, - { - "name": "Microsoft", - "slug": "microsoft", - "frequency": 7 + "frequency": 8 }, { "name": "TikTok", @@ -1023,6 +1023,16 @@ "slug": "amazon", "frequency": 6 }, + { + "name": "Microsoft", + "slug": "microsoft", + "frequency": 6 + }, + { + "name": "Airbnb", + "slug": "airbnb", + "frequency": 5 + }, { "name": "Apple", "slug": "apple", @@ -1038,11 +1048,6 @@ "slug": "yahoo", "frequency": 4 }, - { - "name": "Airbnb", - "slug": "airbnb", - "frequency": 3 - }, { "name": "Salesforce", "slug": "salesforce", @@ -1075,11 +1080,6 @@ "slug": "amazon", "frequency": 3 }, - { - "name": "Adobe", - "slug": "adobe", - "frequency": 3 - }, { "name": "Uber", "slug": "uber", @@ -1090,6 +1090,11 @@ "slug": "facebook", "frequency": 2 }, + { + "name": "Adobe", + "slug": "adobe", + "frequency": 2 + }, { "name": "Bloomberg", "slug": "bloomberg", @@ -1172,7 +1177,7 @@ { "name": "Yandex", "slug": "yandex", - "frequency": 2 + "frequency": 3 }, { "name": "ServiceNow", @@ -1248,11 +1253,6 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 4 - }, - { - "name": "Apple", - "slug": "apple", "frequency": 3 }, { @@ -1261,14 +1261,19 @@ "frequency": 3 }, { - "name": "Uber", - "slug": "uber", + "name": "Apple", + "slug": "apple", "frequency": 2 }, { "name": "Yahoo", "slug": "yahoo", "frequency": 2 + }, + { + "name": "Uber", + "slug": "uber", + "frequency": 2 } ] }, @@ -1285,7 +1290,7 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 25 + "frequency": 26 }, { "name": "Amazon", @@ -1305,17 +1310,22 @@ { "name": "Google", "slug": "google", - "frequency": 5 + "frequency": 4 }, { "name": "Bloomberg", "slug": "bloomberg", "frequency": 4 }, + { + "name": "Microsoft", + "slug": "microsoft", + "frequency": 3 + }, { "name": "Epic Systems", "slug": "epic-systems", - "frequency": 4 + "frequency": 3 }, { "name": "Tesla", @@ -1327,11 +1337,6 @@ "slug": "pinterest", "frequency": 2 }, - { - "name": "Microsoft", - "slug": "microsoft", - "frequency": 2 - }, { "name": "Uber", "slug": "uber", @@ -1385,6 +1390,11 @@ "slug": "google", "frequency": 4 }, + { + "name": "Apple", + "slug": "apple", + "frequency": 4 + }, { "name": "Adobe", "slug": "adobe", @@ -1395,11 +1405,6 @@ "slug": "microsoft", "frequency": 2 }, - { - "name": "Apple", - "slug": "apple", - "frequency": 2 - }, { "name": "Citadel", "slug": "citadel", @@ -1435,7 +1440,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 5 + "frequency": 6 }, { "name": "Google", @@ -1482,7 +1487,7 @@ { "name": "Google", "slug": "google", - "frequency": 10 + "frequency": 9 }, { "name": "Apple", @@ -1497,11 +1502,11 @@ { "name": "Zoho", "slug": "zoho", - "frequency": 6 + "frequency": 7 }, { - "name": "Bloomberg", - "slug": "bloomberg", + "name": "Microsoft", + "slug": "microsoft", "frequency": 5 }, { @@ -1510,8 +1515,8 @@ "frequency": 5 }, { - "name": "Microsoft", - "slug": "microsoft", + "name": "Bloomberg", + "slug": "bloomberg", "frequency": 4 }, { @@ -1566,6 +1571,11 @@ "slug": "cisco", "frequency": 17 }, + { + "name": "Apple", + "slug": "apple", + "frequency": 9 + }, { "name": "Amazon", "slug": "amazon", @@ -1576,11 +1586,6 @@ "slug": "google", "frequency": 7 }, - { - "name": "Apple", - "slug": "apple", - "frequency": 6 - }, { "name": "Adobe", "slug": "adobe", @@ -1591,6 +1596,11 @@ "slug": "microsoft", "frequency": 3 }, + { + "name": "Yahoo", + "slug": "yahoo", + "frequency": 3 + }, { "name": "Bloomberg", "slug": "bloomberg", @@ -1606,6 +1616,11 @@ "slug": "citadel", "frequency": 2 }, + { + "name": "Databricks", + "slug": "databricks", + "frequency": 2 + }, { "name": "TikTok", "slug": "tiktok", @@ -1616,16 +1631,6 @@ "slug": "facebook", "frequency": 2 }, - { - "name": "Databricks", - "slug": "databricks", - "frequency": 2 - }, - { - "name": "Yahoo", - "slug": "yahoo", - "frequency": 2 - }, { "name": "Sigmoid", "slug": "sigmoid", @@ -1646,12 +1651,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 33 - }, - { - "name": "Apple", - "slug": "apple", - "frequency": 11 + "frequency": 32 }, { "name": "Adobe", @@ -1664,14 +1664,14 @@ "frequency": 10 }, { - "name": "Google", - "slug": "google", - "frequency": 7 + "name": "Apple", + "slug": "apple", + "frequency": 10 }, { - "name": "IBM", - "slug": "ibm", - "frequency": 6 + "name": "Google", + "slug": "google", + "frequency": 8 }, { "name": "Zoho", @@ -1688,11 +1688,6 @@ "slug": "facebook", "frequency": 5 }, - { - "name": "Bloomberg", - "slug": "bloomberg", - "frequency": 5 - }, { "name": "Nvidia", "slug": "nvidia", @@ -1703,24 +1698,39 @@ "slug": "yandex", "frequency": 5 }, + { + "name": "IBM", + "slug": "ibm", + "frequency": 5 + }, { "name": "Media.net", "slug": "medianet", "frequency": 5 }, + { + "name": "Uber", + "slug": "uber", + "frequency": 4 + }, { "name": "PayPal", "slug": "paypal", "frequency": 3 }, + { + "name": "Bloomberg", + "slug": "bloomberg", + "frequency": 3 + }, { "name": "Goldman Sachs", "slug": "goldman-sachs", "frequency": 3 }, { - "name": "Uber", - "slug": "uber", + "name": "Yahoo", + "slug": "yahoo", "frequency": 3 }, { @@ -1738,11 +1748,6 @@ "slug": "tiktok", "frequency": 3 }, - { - "name": "Yahoo", - "slug": "yahoo", - "frequency": 2 - }, { "name": "Morgan Stanley", "slug": "morgan-stanley", @@ -1820,16 +1825,16 @@ "slug": "microsoft", "frequency": 9 }, + { + "name": "Bloomberg", + "slug": "bloomberg", + "frequency": 8 + }, { "name": "Apple", "slug": "apple", "frequency": 7 }, - { - "name": "Bloomberg", - "slug": "bloomberg", - "frequency": 6 - }, { "name": "Adobe", "slug": "adobe", @@ -1924,11 +1929,6 @@ "slug": "amazon", "frequency": 5 }, - { - "name": "Google", - "slug": "google", - "frequency": 4 - }, { "name": "Databricks", "slug": "databricks", @@ -1939,6 +1939,11 @@ "slug": "phonepe", "frequency": 4 }, + { + "name": "Google", + "slug": "google", + "frequency": 3 + }, { "name": "Microsoft", "slug": "microsoft", @@ -1984,7 +1989,7 @@ { "name": "Adobe", "slug": "adobe", - "frequency": 6 + "frequency": 7 }, { "name": "Google", @@ -1999,13 +2004,18 @@ { "name": "Yahoo", "slug": "yahoo", - "frequency": 4 + "frequency": 3 }, { "name": "Datadog", "slug": "datadog", "frequency": 3 }, + { + "name": "Microsoft", + "slug": "microsoft", + "frequency": 2 + }, { "name": "Airbnb", "slug": "airbnb", @@ -2026,21 +2036,26 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 8 + "frequency": 9 }, { "name": "Adobe", "slug": "adobe", "frequency": 4 }, - { - "name": "Apple", - "slug": "apple", - "frequency": 3 - }, { "name": "Wayfair", "slug": "wayfair", + "frequency": 4 + }, + { + "name": "Uber", + "slug": "uber", + "frequency": 4 + }, + { + "name": "Apple", + "slug": "apple", "frequency": 3 }, { @@ -2048,11 +2063,6 @@ "slug": "microsoft", "frequency": 3 }, - { - "name": "Uber", - "slug": "uber", - "frequency": 2 - }, { "name": "Facebook", "slug": "facebook", @@ -2083,7 +2093,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 12 + "frequency": 11 }, { "name": "TikTok", @@ -2110,11 +2120,6 @@ "slug": "facebook", "frequency": 4 }, - { - "name": "Microsoft", - "slug": "microsoft", - "frequency": 4 - }, { "name": "Atlassian", "slug": "atlassian", @@ -2125,6 +2130,11 @@ "slug": "commvault", "frequency": 4 }, + { + "name": "Microsoft", + "slug": "microsoft", + "frequency": 3 + }, { "name": "Booking.com", "slug": "bookingcom", @@ -2145,11 +2155,6 @@ "slug": "intuit", "frequency": 2 }, - { - "name": "IBM", - "slug": "ibm", - "frequency": 2 - }, { "name": "Accenture", "slug": "accenture", @@ -2169,6 +2174,11 @@ "name": "Bloomberg", "slug": "bloomberg", "frequency": 2 + }, + { + "name": "IBM", + "slug": "ibm", + "frequency": 2 } ] }, @@ -2197,16 +2207,16 @@ "slug": "adobe", "frequency": 11 }, + { + "name": "Apple", + "slug": "apple", + "frequency": 11 + }, { "name": "Google", "slug": "google", "frequency": 10 }, - { - "name": "Apple", - "slug": "apple", - "frequency": 9 - }, { "name": "Oracle", "slug": "oracle", @@ -2215,7 +2225,7 @@ { "name": "Yahoo", "slug": "yahoo", - "frequency": 5 + "frequency": 4 }, { "name": "Microsoft", @@ -2237,11 +2247,6 @@ "slug": "facebook", "frequency": 3 }, - { - "name": "Uber", - "slug": "uber", - "frequency": 3 - }, { "name": "Bloomberg", "slug": "bloomberg", @@ -2252,11 +2257,21 @@ "slug": "wayfair", "frequency": 3 }, + { + "name": "TikTok", + "slug": "tiktok", + "frequency": 3 + }, { "name": "ByteDance", "slug": "bytedance", "frequency": 3 }, + { + "name": "Uber", + "slug": "uber", + "frequency": 2 + }, { "name": "Yandex", "slug": "yandex", @@ -2272,11 +2287,6 @@ "slug": "salesforce", "frequency": 2 }, - { - "name": "TikTok", - "slug": "tiktok", - "frequency": 2 - }, { "name": "Media.net", "slug": "medianet", @@ -2312,7 +2322,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 10 + "frequency": 11 }, { "name": "Bloomberg", @@ -2322,7 +2332,12 @@ { "name": "Apple", "slug": "apple", - "frequency": 4 + "frequency": 3 + }, + { + "name": "Microsoft", + "slug": "microsoft", + "frequency": 3 }, { "name": "Adobe", @@ -2334,11 +2349,6 @@ "slug": "google", "frequency": 2 }, - { - "name": "Microsoft", - "slug": "microsoft", - "frequency": 2 - }, { "name": "Oracle", "slug": "oracle", @@ -2400,6 +2410,11 @@ { "name": "Apple", "slug": "apple", + "frequency": 4 + }, + { + "name": "Salesforce", + "slug": "salesforce", "frequency": 3 }, { @@ -2417,11 +2432,6 @@ "slug": "bloomberg", "frequency": 2 }, - { - "name": "Salesforce", - "slug": "salesforce", - "frequency": 2 - }, { "name": "Uber", "slug": "uber", @@ -2459,11 +2469,6 @@ "difficulty": "Medium", "premium": false, "companies": [ - { - "name": "Google", - "slug": "google", - "frequency": 7 - }, { "name": "Amazon", "slug": "amazon", @@ -2474,6 +2479,11 @@ "slug": "adobe", "frequency": 6 }, + { + "name": "Google", + "slug": "google", + "frequency": 5 + }, { "name": "Apple", "slug": "apple", @@ -2527,6 +2537,11 @@ "slug": "yahoo", "frequency": 4 }, + { + "name": "Microsoft", + "slug": "microsoft", + "frequency": 3 + }, { "name": "Facebook", "slug": "facebook", @@ -2547,11 +2562,6 @@ "slug": "google", "frequency": 3 }, - { - "name": "Microsoft", - "slug": "microsoft", - "frequency": 2 - }, { "name": "Media.net", "slug": "medianet", @@ -2643,14 +2653,14 @@ "difficulty": "Medium", "premium": false, "companies": [ - { - "name": "Amazon", - "slug": "amazon", - "frequency": 2 - }, { "name": "Google", "slug": "google", + "frequency": 3 + }, + { + "name": "Amazon", + "slug": "amazon", "frequency": 2 }, { @@ -2723,7 +2733,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 5 + "frequency": 4 }, { "name": "Bloomberg", @@ -2787,7 +2797,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 7 + "frequency": 8 }, { "name": "Apple", @@ -2804,6 +2814,11 @@ "slug": "google", "frequency": 2 }, + { + "name": "Bloomberg", + "slug": "bloomberg", + "frequency": 2 + }, { "name": "Uber", "slug": "uber", @@ -2824,7 +2839,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 9 + "frequency": 10 }, { "name": "Apple", @@ -2836,31 +2851,31 @@ "slug": "microsoft", "frequency": 6 }, - { - "name": "Bloomberg", - "slug": "bloomberg", - "frequency": 5 - }, { "name": "Adobe", "slug": "adobe", "frequency": 5 }, { - "name": "Google", - "slug": "google", + "name": "Bloomberg", + "slug": "bloomberg", "frequency": 4 }, { - "name": "Yandex", - "slug": "yandex", - "frequency": 3 + "name": "Google", + "slug": "google", + "frequency": 4 }, { "name": "TikTok", "slug": "tiktok", "frequency": 3 }, + { + "name": "Yandex", + "slug": "yandex", + "frequency": 2 + }, { "name": "Oracle", "slug": "oracle", @@ -2878,16 +2893,16 @@ "difficulty": "Easy", "premium": false, "companies": [ - { - "name": "Amazon", - "slug": "amazon", - "frequency": 7 - }, { "name": "Facebook", "slug": "facebook", "frequency": 6 }, + { + "name": "Amazon", + "slug": "amazon", + "frequency": 6 + }, { "name": "Adobe", "slug": "adobe", @@ -2963,14 +2978,14 @@ "premium": false, "companies": [ { - "name": "Uber", - "slug": "uber", + "name": "Amazon", + "slug": "amazon", "frequency": 3 }, { - "name": "Amazon", - "slug": "amazon", - "frequency": 2 + "name": "Uber", + "slug": "uber", + "frequency": 3 } ] }, @@ -3019,7 +3034,7 @@ { "name": "Apple", "slug": "apple", - "frequency": 12 + "frequency": 13 }, { "name": "Google", @@ -3029,26 +3044,21 @@ { "name": "Adobe", "slug": "adobe", - "frequency": 8 + "frequency": 9 }, { "name": "Microsoft", "slug": "microsoft", - "frequency": 4 - }, - { - "name": "Nvidia", - "slug": "nvidia", - "frequency": 3 + "frequency": 5 }, { "name": "Facebook", "slug": "facebook", - "frequency": 3 + "frequency": 4 }, { - "name": "Uber", - "slug": "uber", + "name": "Nvidia", + "slug": "nvidia", "frequency": 3 }, { @@ -3066,6 +3076,11 @@ "slug": "yandex", "frequency": 3 }, + { + "name": "Uber", + "slug": "uber", + "frequency": 2 + }, { "name": "Oracle", "slug": "oracle", @@ -3150,6 +3165,11 @@ "difficulty": "Medium", "premium": false, "companies": [ + { + "name": "Apple", + "slug": "apple", + "frequency": 3 + }, { "name": "Yahoo", "slug": "yahoo", @@ -3160,21 +3180,21 @@ "slug": "amazon", "frequency": 3 }, - { - "name": "Apple", - "slug": "apple", - "frequency": 2 - }, { "name": "ByteDance", "slug": "bytedance", - "frequency": 2 + "frequency": 3 }, { "name": "Adobe", "slug": "adobe", "frequency": 2 }, + { + "name": "Google", + "slug": "google", + "frequency": 2 + }, { "name": "TikTok", "slug": "tiktok", @@ -3192,16 +3212,16 @@ "difficulty": "Medium", "premium": false, "companies": [ - { - "name": "Adobe", - "slug": "adobe", - "frequency": 5 - }, { "name": "Amazon", "slug": "amazon", "frequency": 4 }, + { + "name": "Adobe", + "slug": "adobe", + "frequency": 4 + }, { "name": "Bloomberg", "slug": "bloomberg", @@ -3239,7 +3259,7 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 16 + "frequency": 17 }, { "name": "ThousandEyes", @@ -3277,7 +3297,7 @@ { "name": "TikTok", "slug": "tiktok", - "frequency": 2 + "frequency": 3 }, { "name": "Nutanix", @@ -3316,7 +3336,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 19 + "frequency": 20 }, { "name": "Bloomberg", @@ -3326,7 +3346,7 @@ { "name": "Google", "slug": "google", - "frequency": 13 + "frequency": 14 }, { "name": "TikTok", @@ -3354,24 +3374,24 @@ "frequency": 4 }, { - "name": "Adobe", - "slug": "adobe", + "name": "Uber", + "slug": "uber", "frequency": 4 }, { - "name": "turing", - "slug": "turing", + "name": "Oracle", + "slug": "oracle", "frequency": 4 }, { - "name": "Uber", - "slug": "uber", - "frequency": 3 + "name": "Adobe", + "slug": "adobe", + "frequency": 4 }, { - "name": "Oracle", - "slug": "oracle", - "frequency": 3 + "name": "Walmart Labs", + "slug": "walmart-labs", + "frequency": 4 }, { "name": "Apple", @@ -3384,19 +3404,14 @@ "frequency": 3 }, { - "name": "Cruise Automation", - "slug": "cruise-automation", + "name": "turing", + "slug": "turing", "frequency": 3 }, { - "name": "Yahoo", - "slug": "yahoo", - "frequency": 2 - }, - { - "name": "Walmart Labs", - "slug": "walmart-labs", - "frequency": 2 + "name": "Cruise Automation", + "slug": "cruise-automation", + "frequency": 3 }, { "name": "Salesforce", @@ -3413,6 +3428,11 @@ "slug": "bytedance", "frequency": 2 }, + { + "name": "Yahoo", + "slug": "yahoo", + "frequency": 2 + }, { "name": "ServiceNow", "slug": "servicenow", @@ -3584,13 +3604,13 @@ "frequency": 3 }, { - "name": "Flipkart", - "slug": "flipkart", + "name": "Google", + "slug": "google", "frequency": 2 }, { - "name": "Google", - "slug": "google", + "name": "Flipkart", + "slug": "flipkart", "frequency": 2 } ] @@ -3610,6 +3630,11 @@ "slug": "amazon", "frequency": 4 }, + { + "name": "Apple", + "slug": "apple", + "frequency": 4 + }, { "name": "Microsoft", "slug": "microsoft", @@ -3620,11 +3645,6 @@ "slug": "adobe", "frequency": 3 }, - { - "name": "Apple", - "slug": "apple", - "frequency": 3 - }, { "name": "Uber", "slug": "uber", @@ -3642,11 +3662,6 @@ "difficulty": "Hard", "premium": false, "companies": [ - { - "name": "Microsoft", - "slug": "microsoft", - "frequency": 6 - }, { "name": "TikTok", "slug": "tiktok", @@ -3658,8 +3673,8 @@ "frequency": 4 }, { - "name": "Commvault", - "slug": "commvault", + "name": "Microsoft", + "slug": "microsoft", "frequency": 4 }, { @@ -3667,11 +3682,21 @@ "slug": "amazon", "frequency": 3 }, + { + "name": "Commvault", + "slug": "commvault", + "frequency": 3 + }, { "name": "Uber", "slug": "uber", "frequency": 3 }, + { + "name": "Adobe", + "slug": "adobe", + "frequency": 3 + }, { "name": "Tesla", "slug": "tesla", @@ -3682,11 +3707,6 @@ "slug": "apple", "frequency": 2 }, - { - "name": "Adobe", - "slug": "adobe", - "frequency": 2 - }, { "name": "MakeMyTrip", "slug": "makemytrip", @@ -3769,6 +3789,11 @@ "slug": "yahoo", "frequency": 2 }, + { + "name": "Oracle", + "slug": "oracle", + "frequency": 2 + }, { "name": "Yandex", "slug": "yandex", @@ -3800,7 +3825,7 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 4 + "frequency": 5 }, { "name": "TikTok", @@ -3845,16 +3870,16 @@ "slug": "facebook", "frequency": 26 }, + { + "name": "Amazon", + "slug": "amazon", + "frequency": 13 + }, { "name": "TikTok", "slug": "tiktok", "frequency": 12 }, - { - "name": "Amazon", - "slug": "amazon", - "frequency": 11 - }, { "name": "Bloomberg", "slug": "bloomberg", @@ -3974,17 +3999,17 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 53 - }, - { - "name": "Bloomberg", - "slug": "bloomberg", - "frequency": 16 + "frequency": 54 }, { "name": "Amazon", "slug": "amazon", - "frequency": 16 + "frequency": 17 + }, + { + "name": "Bloomberg", + "slug": "bloomberg", + "frequency": 15 }, { "name": "Google", @@ -3996,21 +4021,26 @@ "slug": "microsoft", "frequency": 11 }, - { - "name": "TikTok", - "slug": "tiktok", - "frequency": 7 - }, { "name": "Roblox", "slug": "roblox", "frequency": 6 }, + { + "name": "TikTok", + "slug": "tiktok", + "frequency": 6 + }, { "name": "Apple", "slug": "apple", "frequency": 5 }, + { + "name": "Tesco", + "slug": "tesco", + "frequency": 5 + }, { "name": "Cisco", "slug": "cisco", @@ -4026,11 +4056,6 @@ "slug": "oracle", "frequency": 4 }, - { - "name": "Tesco", - "slug": "tesco", - "frequency": 4 - }, { "name": "LinkedIn", "slug": "linkedin", @@ -4076,6 +4101,16 @@ "slug": "ozon", "frequency": 2 }, + { + "name": "Netskope", + "slug": "netskope", + "frequency": 2 + }, + { + "name": "Docusign", + "slug": "docusign", + "frequency": 2 + }, { "name": "ServiceNow", "slug": "servicenow", @@ -4130,16 +4165,16 @@ "difficulty": "Medium", "premium": false, "companies": [ + { + "name": "Facebook", + "slug": "facebook", + "frequency": 5 + }, { "name": "JPMorgan", "slug": "jpmorgan", "frequency": 4 }, - { - "name": "Facebook", - "slug": "facebook", - "frequency": 3 - }, { "name": "Google", "slug": "google", @@ -4168,19 +4203,14 @@ "difficulty": "Medium", "premium": true, "companies": [ - { - "name": "Google", - "slug": "google", - "frequency": 11 - }, { "name": "Facebook", "slug": "facebook", - "frequency": 10 + "frequency": 11 }, { - "name": "TikTok", - "slug": "tiktok", + "name": "Google", + "slug": "google", "frequency": 10 }, { @@ -4189,10 +4219,20 @@ "frequency": 10 }, { - "name": "Bloomberg", - "slug": "bloomberg", - "frequency": 8 - }, + "name": "TikTok", + "slug": "tiktok", + "frequency": 9 + }, + { + "name": "Bloomberg", + "slug": "bloomberg", + "frequency": 8 + }, + { + "name": "Microsoft", + "slug": "microsoft", + "frequency": 3 + }, { "name": "Amazon", "slug": "amazon", @@ -4208,11 +4248,6 @@ "slug": "apple", "frequency": 3 }, - { - "name": "Microsoft", - "slug": "microsoft", - "frequency": 2 - }, { "name": "Snapchat", "slug": "snapchat", @@ -4265,6 +4300,11 @@ "name": "Amazon", "slug": "amazon", "frequency": 5 + }, + { + "name": "zeta suite", + "slug": "zeta-suite", + "frequency": 2 } ] }, @@ -4309,6 +4349,11 @@ "slug": "facebook", "frequency": 2 }, + { + "name": "Bloomberg", + "slug": "bloomberg", + "frequency": 2 + }, { "name": "Microsoft", "slug": "microsoft", @@ -4401,7 +4446,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 10 + "frequency": 9 }, { "name": "Adobe", @@ -4433,23 +4478,28 @@ { "name": "Microsoft", "slug": "microsoft", - "frequency": 6 - }, - { - "name": "eBay", - "slug": "ebay", - "frequency": 3 + "frequency": 5 }, { "name": "Adobe", "slug": "adobe", "frequency": 3 }, + { + "name": "eBay", + "slug": "ebay", + "frequency": 2 + }, { "name": "Amazon", "slug": "amazon", "frequency": 2 }, + { + "name": "Google", + "slug": "google", + "frequency": 2 + }, { "name": "Facebook", "slug": "facebook", @@ -4485,7 +4535,7 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 40 + "frequency": 44 }, { "name": "Amazon", @@ -4537,22 +4587,22 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 11 + "frequency": 10 }, { "name": "Facebook", "slug": "facebook", - "frequency": 8 + "frequency": 9 }, { - "name": "Bloomberg", - "slug": "bloomberg", + "name": "Microsoft", + "slug": "microsoft", "frequency": 7 }, { - "name": "Microsoft", - "slug": "microsoft", - "frequency": 6 + "name": "Bloomberg", + "slug": "bloomberg", + "frequency": 7 }, { "name": "Adobe", @@ -4569,6 +4619,11 @@ "slug": "google", "frequency": 4 }, + { + "name": "TikTok", + "slug": "tiktok", + "frequency": 4 + }, { "name": "Arcesium", "slug": "arcesium", @@ -4584,11 +4639,6 @@ "slug": "yandex", "frequency": 3 }, - { - "name": "TikTok", - "slug": "tiktok", - "frequency": 3 - }, { "name": "Oracle", "slug": "oracle", @@ -4730,11 +4780,6 @@ "difficulty": "Medium", "premium": false, "companies": [ - { - "name": "Facebook", - "slug": "facebook", - "frequency": 4 - }, { "name": "Amazon", "slug": "amazon", @@ -4745,6 +4790,11 @@ "slug": "apple", "frequency": 3 }, + { + "name": "Facebook", + "slug": "facebook", + "frequency": 3 + }, { "name": "Google", "slug": "google", @@ -4849,7 +4899,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 2 + "frequency": 3 }, { "name": "Goldman Sachs", @@ -4908,7 +4958,7 @@ { "name": "Adobe", "slug": "adobe", - "frequency": 5 + "frequency": 4 }, { "name": "Amazon", @@ -4940,7 +4990,7 @@ { "name": "Google", "slug": "google", - "frequency": 10 + "frequency": 11 }, { "name": "TikTok", @@ -5002,7 +5052,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 11 + "frequency": 10 }, { "name": "Adobe", @@ -5024,11 +5074,6 @@ "slug": "google", "frequency": 4 }, - { - "name": "Booking.com", - "slug": "bookingcom", - "frequency": 4 - }, { "name": "Apple", "slug": "apple", @@ -5063,6 +5108,11 @@ "name": "Citadel", "slug": "citadel", "frequency": 2 + }, + { + "name": "Booking.com", + "slug": "bookingcom", + "frequency": 2 } ] }, @@ -5079,32 +5129,32 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 38 + "frequency": 36 }, { "name": "Bloomberg", "slug": "bloomberg", - "frequency": 22 + "frequency": 24 }, { "name": "Apple", "slug": "apple", - "frequency": 16 - }, - { - "name": "Yandex", - "slug": "yandex", - "frequency": 13 + "frequency": 14 }, { "name": "Adobe", "slug": "adobe", "frequency": 12 }, + { + "name": "Yandex", + "slug": "yandex", + "frequency": 12 + }, { "name": "Google", "slug": "google", - "frequency": 10 + "frequency": 9 }, { "name": "Microsoft", @@ -5116,29 +5166,29 @@ "slug": "tiktok", "frequency": 8 }, - { - "name": "Tesla", - "slug": "tesla", - "frequency": 6 - }, { "name": "Facebook", "slug": "facebook", "frequency": 5 }, + { + "name": "Tesla", + "slug": "tesla", + "frequency": 5 + }, { "name": "Spotify", "slug": "spotify", "frequency": 5 }, { - "name": "Walmart Labs", - "slug": "walmart-labs", + "name": "Yahoo", + "slug": "yahoo", "frequency": 4 }, { - "name": "Salesforce", - "slug": "salesforce", + "name": "Walmart Labs", + "slug": "walmart-labs", "frequency": 4 }, { @@ -5147,8 +5197,13 @@ "frequency": 4 }, { - "name": "Yahoo", - "slug": "yahoo", + "name": "Salesforce", + "slug": "salesforce", + "frequency": 3 + }, + { + "name": "Nvidia", + "slug": "nvidia", "frequency": 3 }, { @@ -5176,11 +5231,6 @@ "slug": "jpmorgan", "frequency": 2 }, - { - "name": "Nvidia", - "slug": "nvidia", - "frequency": 2 - }, { "name": "EPAM Systems", "slug": "epam-systems", @@ -5264,7 +5314,7 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 17 + "frequency": 18 }, { "name": "Amazon", @@ -5274,27 +5324,27 @@ { "name": "Lyft", "slug": "lyft", - "frequency": 6 + "frequency": 5 }, { "name": "TikTok", "slug": "tiktok", "frequency": 5 }, - { - "name": "Google", - "slug": "google", - "frequency": 4 - }, { "name": "Adobe", "slug": "adobe", "frequency": 4 }, + { + "name": "Google", + "slug": "google", + "frequency": 3 + }, { "name": "Yandex", "slug": "yandex", - "frequency": 3 + "frequency": 2 }, { "name": "Snapchat", @@ -5340,14 +5390,14 @@ "slug": "bloomberg", "frequency": 8 }, - { - "name": "Amazon", - "slug": "amazon", - "frequency": 2 - }, { "name": "Uber", "slug": "uber", + "frequency": 3 + }, + { + "name": "Amazon", + "slug": "amazon", "frequency": 2 }, { @@ -5380,12 +5430,17 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 32 + "frequency": 34 }, { "name": "Asana", "slug": "asana", "frequency": 3 + }, + { + "name": "Apple", + "slug": "apple", + "frequency": 2 } ] }, @@ -5402,12 +5457,12 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 26 + "frequency": 28 }, { "name": "Amazon", "slug": "amazon", - "frequency": 14 + "frequency": 13 }, { "name": "Apple", @@ -5422,13 +5477,18 @@ { "name": "Microsoft", "slug": "microsoft", - "frequency": 5 + "frequency": 6 }, { "name": "Uber", "slug": "uber", "frequency": 5 }, + { + "name": "TikTok", + "slug": "tiktok", + "frequency": 4 + }, { "name": "Adobe", "slug": "adobe", @@ -5439,11 +5499,6 @@ "slug": "google", "frequency": 3 }, - { - "name": "TikTok", - "slug": "tiktok", - "frequency": 3 - }, { "name": "Yandex", "slug": "yandex", @@ -5459,6 +5514,16 @@ "slug": "dropbox", "frequency": 2 }, + { + "name": "Snapchat", + "slug": "snapchat", + "frequency": 2 + }, + { + "name": "Salesforce", + "slug": "salesforce", + "frequency": 2 + }, { "name": "Tesla", "slug": "tesla", @@ -5517,7 +5582,7 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 95 + "frequency": 103 }, { "name": "Amazon", @@ -5554,14 +5619,14 @@ "slug": "apple", "frequency": 4 }, - { - "name": "Nvidia", - "slug": "nvidia", - "frequency": 3 - }, { "name": "LinkedIn", "slug": "linkedin", + "frequency": 4 + }, + { + "name": "Nvidia", + "slug": "nvidia", "frequency": 3 }, { @@ -5574,6 +5639,11 @@ "slug": "ebay", "frequency": 2 }, + { + "name": "Yahoo", + "slug": "yahoo", + "frequency": 2 + }, { "name": "ByteDance", "slug": "bytedance", @@ -5594,11 +5664,6 @@ "slug": "uber", "frequency": 2 }, - { - "name": "Yahoo", - "slug": "yahoo", - "frequency": 2 - }, { "name": "Oracle", "slug": "oracle", @@ -5620,7 +5685,7 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 20 + "frequency": 21 }, { "name": "Pinterest", @@ -5737,17 +5802,17 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 17 + "frequency": 20 }, { "name": "Amazon", "slug": "amazon", - "frequency": 15 + "frequency": 14 }, { "name": "Google", "slug": "google", - "frequency": 10 + "frequency": 11 }, { "name": "Apple", @@ -5762,7 +5827,7 @@ { "name": "Microsoft", "slug": "microsoft", - "frequency": 3 + "frequency": 4 }, { "name": "Uber", @@ -5812,7 +5877,7 @@ { "name": "TikTok", "slug": "tiktok", - "frequency": 18 + "frequency": 19 }, { "name": "Amazon", @@ -5859,6 +5924,11 @@ "slug": "facebook", "frequency": 2 }, + { + "name": "Salesforce", + "slug": "salesforce", + "frequency": 2 + }, { "name": "Snapchat", "slug": "snapchat", @@ -5898,6 +5968,11 @@ "slug": "facebook", "frequency": 2 }, + { + "name": "Adobe", + "slug": "adobe", + "frequency": 2 + }, { "name": "Citadel", "slug": "citadel", @@ -6014,7 +6089,7 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 7 + "frequency": 8 }, { "name": "Amazon", @@ -6072,6 +6147,11 @@ "name": "Apple", "slug": "apple", "frequency": 2 + }, + { + "name": "Microsoft", + "slug": "microsoft", + "frequency": 2 } ] }, @@ -6121,9 +6201,14 @@ "frequency": 2 }, { - "name": "Flipkart", - "slug": "flipkart", - "frequency": 2 + "name": "Walmart Labs", + "slug": "walmart-labs", + "frequency": 2 + }, + { + "name": "Flipkart", + "slug": "flipkart", + "frequency": 2 } ] }, @@ -6210,7 +6295,7 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 42 + "frequency": 43 }, { "name": "Amazon", @@ -6248,12 +6333,12 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 10 + "frequency": 11 }, { "name": "Amazon", "slug": "amazon", - "frequency": 5 + "frequency": 4 }, { "name": "Walmart Labs", @@ -6261,23 +6346,23 @@ "frequency": 3 }, { - "name": "Apple", - "slug": "apple", + "name": "Google", + "slug": "google", "frequency": 3 }, { - "name": "Google", - "slug": "google", + "name": "Uber", + "slug": "uber", "frequency": 2 }, { - "name": "Microsoft", - "slug": "microsoft", + "name": "Apple", + "slug": "apple", "frequency": 2 }, { - "name": "Uber", - "slug": "uber", + "name": "Microsoft", + "slug": "microsoft", "frequency": 2 }, { @@ -6337,7 +6422,7 @@ { "name": "Microsoft", "slug": "microsoft", - "frequency": 2 + "frequency": 3 }, { "name": "Facebook", @@ -6366,11 +6451,21 @@ "difficulty": "Easy", "premium": false, "companies": [ + { + "name": "Yandex", + "slug": "yandex", + "frequency": 4 + }, { "name": "Amazon", "slug": "amazon", "frequency": 3 }, + { + "name": "Adobe", + "slug": "adobe", + "frequency": 3 + }, { "name": "Apple", "slug": "apple", @@ -6385,16 +6480,6 @@ "name": "Google", "slug": "google", "frequency": 2 - }, - { - "name": "Adobe", - "slug": "adobe", - "frequency": 2 - }, - { - "name": "Yandex", - "slug": "yandex", - "frequency": 2 } ] }, @@ -6411,12 +6496,12 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 32 + "frequency": 35 }, { "name": "Amazon", "slug": "amazon", - "frequency": 6 + "frequency": 7 }, { "name": "Adobe", @@ -6440,11 +6525,6 @@ "slug": "facebook", "frequency": 2 }, - { - "name": "Yahoo", - "slug": "yahoo", - "frequency": 2 - }, { "name": "MongoDB", "slug": "mongodb", @@ -6454,6 +6534,11 @@ "name": "Amazon", "slug": "amazon", "frequency": 2 + }, + { + "name": "Yahoo", + "slug": "yahoo", + "frequency": 2 } ] }, @@ -6610,7 +6695,7 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 50 + "frequency": 56 }, { "name": "Amazon", @@ -6628,13 +6713,13 @@ "frequency": 4 }, { - "name": "Google", - "slug": "google", + "name": "Microsoft", + "slug": "microsoft", "frequency": 2 }, { - "name": "Microsoft", - "slug": "microsoft", + "name": "Google", + "slug": "google", "frequency": 2 }, { @@ -6652,6 +6737,11 @@ "slug": "adobe", "frequency": 2 }, + { + "name": "TikTok", + "slug": "tiktok", + "frequency": 2 + }, { "name": "Wayfair", "slug": "wayfair", @@ -6749,16 +6839,16 @@ "difficulty": "Medium", "premium": false, "companies": [ - { - "name": "Amazon", - "slug": "amazon", - "frequency": 9 - }, { "name": "Bloomberg", "slug": "bloomberg", "frequency": 9 }, + { + "name": "Amazon", + "slug": "amazon", + "frequency": 8 + }, { "name": "SIG", "slug": "sig", @@ -6789,11 +6879,6 @@ "slug": "yandex", "frequency": 3 }, - { - "name": "Google", - "slug": "google", - "frequency": 2 - }, { "name": "Facebook", "slug": "facebook", @@ -6809,6 +6894,11 @@ "slug": "nvidia", "frequency": 2 }, + { + "name": "Google", + "slug": "google", + "frequency": 2 + }, { "name": "Adobe", "slug": "adobe", @@ -6830,7 +6920,7 @@ { "name": "Google", "slug": "google", - "frequency": 4 + "frequency": 5 }, { "name": "Amazon", @@ -6872,27 +6962,27 @@ { "name": "Citadel", "slug": "citadel", - "frequency": 28 + "frequency": 25 }, { "name": "DoorDash", "slug": "doordash", - "frequency": 18 + "frequency": 19 + }, + { + "name": "Amazon", + "slug": "amazon", + "frequency": 7 }, { "name": "Facebook", "slug": "facebook", - "frequency": 6 + "frequency": 7 }, { "name": "TikTok", "slug": "tiktok", - "frequency": 6 - }, - { - "name": "Amazon", - "slug": "amazon", - "frequency": 5 + "frequency": 7 }, { "name": "Apple", @@ -6941,14 +7031,14 @@ "difficulty": "Hard", "premium": false, "companies": [ - { - "name": "Facebook", - "slug": "facebook", - "frequency": 4 - }, { "name": "Microsoft", "slug": "microsoft", + "frequency": 5 + }, + { + "name": "Facebook", + "slug": "facebook", "frequency": 4 }, { @@ -6956,24 +7046,24 @@ "slug": "amazon", "frequency": 3 }, - { - "name": "LinkedIn", - "slug": "linkedin", - "frequency": 2 - }, { "name": "Citadel", "slug": "citadel", - "frequency": 2 + "frequency": 3 }, { - "name": "DoorDash", - "slug": "doordash", + "name": "TikTok", + "slug": "tiktok", + "frequency": 3 + }, + { + "name": "LinkedIn", + "slug": "linkedin", "frequency": 2 }, { - "name": "TikTok", - "slug": "tiktok", + "name": "DoorDash", + "slug": "doordash", "frequency": 2 }, { @@ -7002,18 +7092,13 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 7 + "frequency": 9 }, { "name": "Cisco", "slug": "cisco", "frequency": 5 }, - { - "name": "Uber", - "slug": "uber", - "frequency": 5 - }, { "name": "Microsoft", "slug": "microsoft", @@ -7029,6 +7114,11 @@ "slug": "two-sigma", "frequency": 4 }, + { + "name": "Uber", + "slug": "uber", + "frequency": 4 + }, { "name": "Amazon", "slug": "amazon", @@ -7066,11 +7156,21 @@ "slug": "apple", "frequency": 4 }, + { + "name": "Google", + "slug": "google", + "frequency": 4 + }, { "name": "Pinterest", "slug": "pinterest", "frequency": 3 }, + { + "name": "Facebook", + "slug": "facebook", + "frequency": 3 + }, { "name": "Uber", "slug": "uber", @@ -7081,21 +7181,11 @@ "slug": "ixl", "frequency": 3 }, - { - "name": "Facebook", - "slug": "facebook", - "frequency": 2 - }, { "name": "Bloomberg", "slug": "bloomberg", "frequency": 2 }, - { - "name": "Google", - "slug": "google", - "frequency": 2 - }, { "name": "Adobe", "slug": "adobe", @@ -7121,7 +7211,7 @@ { "name": "Facebook", "slug": "facebook", - "frequency": 5 + "frequency": 6 }, { "name": "Flipkart", @@ -7158,58 +7248,53 @@ { "name": "Google", "slug": "google", - "frequency": 48 + "frequency": 47 }, { "name": "Adobe", "slug": "adobe", - "frequency": 44 + "frequency": 43 }, { "name": "Apple", "slug": "apple", - "frequency": 42 - }, - { - "name": "Microsoft", - "slug": "microsoft", - "frequency": 21 + "frequency": 39 }, { "name": "Bloomberg", "slug": "bloomberg", + "frequency": 24 + }, + { + "name": "Microsoft", + "slug": "microsoft", "frequency": 21 }, { "name": "Uber", "slug": "uber", - "frequency": 14 + "frequency": 16 }, { "name": "Facebook", "slug": "facebook", - "frequency": 13 + "frequency": 14 }, { "name": "Yahoo", "slug": "yahoo", - "frequency": 9 + "frequency": 11 }, { "name": "Oracle", "slug": "oracle", - "frequency": 8 + "frequency": 9 }, { "name": "Yandex", "slug": "yandex", "frequency": 5 }, - { - "name": "Zoho", - "slug": "zoho", - "frequency": 4 - }, { "name": "Spotify", "slug": "spotify", @@ -7221,13 +7306,13 @@ "frequency": 3 }, { - "name": "Nvidia", - "slug": "nvidia", + "name": "Zoho", + "slug": "zoho", "frequency": 3 }, { - "name": "Accenture", - "slug": "accenture", + "name": "Nvidia", + "slug": "nvidia", "frequency": 3 }, { @@ -7240,6 +7325,11 @@ "slug": "deloitte", "frequency": 3 }, + { + "name": "tcs", + "slug": "tcs", + "frequency": 3 + }, { "name": "Barclays", "slug": "barclays", @@ -7276,8 +7366,8 @@ "frequency": 2 }, { - "name": "tcs", - "slug": "tcs", + "name": "Accenture", + "slug": "accenture", "frequency": 2 }, { @@ -7300,6 +7390,11 @@ "slug": "morgan-stanley", "frequency": 2 }, + { + "name": "ZScaler", + "slug": "zscaler", + "frequency": 2 + }, { "name": "BNY Mellon", "slug": "bny-mellon", @@ -7332,14 +7427,14 @@ "difficulty": "Easy", "premium": false, "companies": [ - { - "name": "Facebook", - "slug": "facebook", - "frequency": 5 - }, { "name": "Yandex", "slug": "yandex", + "frequency": 6 + }, + { + "name": "Facebook", + "slug": "facebook", "frequency": 5 }, { @@ -7434,17 +7529,17 @@ { "name": "Amazon", "slug": "amazon", - "frequency": 22 + "frequency": 23 }, { "name": "Apple", "slug": "apple", - "frequency": 19 + "frequency": 17 }, { "name": "Adobe", "slug": "adobe", - "frequency": 16 + "frequency": 15 }, { "name": "Bloomberg", @@ -7471,14 +7566,14 @@ "slug": "oracle", "frequency": 3 }, - { - "name": "Uber", - "slug": "uber", - "frequency": 2 - }, { "name": "TikTok", "slug": "tiktok", + "frequency": 3 + }, + { + "name": "Uber", + "slug": "uber", "frequency": 2 }, { @@ -7602,15 +7697,15 @@ "difficulty": "Medium", "premium": false, "companies": [ - { - "name": "Microsoft", - "slug": "microsoft", - "frequency": 5 - }, { "name": "Adobe", "slug": "adobe", - "frequency": 5 + "frequency": 7 + }, + { + "name": "Microsoft", + "slug": "microsoft", + "frequency": 6 }, { "name": "Amazon", @@ -7632,6 +7727,16 @@ "slug": "google", "frequency": 2 }, + { + "name": "Bloomberg", + "slug": "bloomberg", + "frequency": 2 + }, + { + "name": "Yahoo", + "slug": "yahoo", + "frequency": 2 + }, { "name": "Walmart Labs", "slug": "walmart-labs", @@ -7651,11 +7756,6 @@ "name": "Uber", "slug": "uber", "frequency": 2 - }, - { - "name": "Yahoo", - "slug": "yahoo", - "frequency": 2 } ] }, @@ -7677,22 +7777,22 @@ { "name": "Goldman Sachs", "slug": "goldman-sachs", - "frequency": 27 - }, - { - "name": "Apple", - "slug": "apple", - "frequency": 10 + "frequency": 31 }, { "name": "Adobe", "slug": "adobe", "frequency": 9 }, + { + "name": "Apple", + "slug": "apple", + "frequency": 9 + }, { "name": "Google", "slug": "google", - "frequency": 8 + "frequency": 7 }, { "name": "Facebook", @@ -7700,14 +7800,14 @@ "frequency": 6 }, { - "name": "Bloomberg", - "slug": "bloomberg", + "name": "Microsoft", + "slug": "microsoft", "frequency": 6 }, { - "name": "Microsoft", - "slug": "microsoft", - "frequency": 5 + "name": "Bloomberg", + "slug": "bloomberg", + "frequency": 6 }, { "name": "Walmart Labs", @@ -7725,13 +7825,18 @@ "frequency": 3 }, { - "name": "Zoho", - "slug": "zoho", + "name": "Oracle", + "slug": "oracle", + "frequency": 3 + }, + { + "name": "Uber", + "slug": "uber", "frequency": 2 }, { - "name": "Intel", - "slug": "intel", + "name": "Zoho", + "slug": "zoho", "frequency": 2 }, { @@ -7744,11 +7849,6 @@ "slug": "salesforce", "frequency": 2 }, - { - "name": "Oracle", - "slug": "oracle", - "frequency": 2 - }, { "name": "Citadel", "slug": "citadel", @@ -7769,6 +7869,11 @@ "slug": "medianet", "frequency": 2 }, + { + "name": "Intel", + "slug": "intel", + "frequency": 2 + }, { "name": "Samsung", "slug": "samsung", @@ -7783,11 +7888,6 @@ "name": "ServiceNow", "slug": "servicenow", "frequency": 2 - }, - { - "name": "EPAM Systems", - "slug": "epam-systems", - "frequency": 2 } ] }, @@ -7807,9 +7907,9 @@ "frequency": 28 }, { - "name": "Adobe", - "slug": "adobe", - "frequency": 7 + "name": "Apple", + "slug": "apple", + "frequency": 8 }, { "name": "Microsoft", @@ -7817,8 +7917,8 @@ "frequency": 6 }, { - "name": "Apple", - "slug": "apple", + "name": "Adobe", + "slug": "adobe", "frequency": 6 }, { @@ -7826,6 +7926,11 @@ "slug": "yahoo", "frequency": 5 }, + { + "name": "Google", + "slug": "google", + "frequency": 4 + }, { "name": "Oracle", "slug": "oracle", @@ -7836,11 +7941,6 @@ "slug": "bloomberg", "frequency": 4 }, - { - "name": "Google", - "slug": "google", - "frequency": 3 - }, { "name": "Flipkart", "slug": "flipkart", @@ -7985,7 +8085,7 @@ { "name": "Bloomberg", "slug": "bloomberg", - "frequency": 4 + "frequency": 5 }, { "name": "Pinterest", @@ -8051,12 +8151,12 @@ { "name": "Google", "slug": "google", - "frequency": 10 + "frequency": 11 }, { "name": "Goldman Sachs", "slug": "goldman-sachs", - "frequency": 10 + "frequency": 9 }, { "name": "Microsoft", @@ -8073,11 +8173,6 @@ "slug": "facebook", "frequency": 4 }, - { - "name": "Yahoo", - "slug": "yahoo", - "frequency": 4 - }, { "name": "Rippling", "slug": "rippling", @@ -8088,6 +8183,11 @@ "slug": "tiktok", "frequency": 3 }, + { + "name": "Uber", + "slug": "uber", + "frequency": 2 + }, { "name": "eBay", "slug": "ebay", @@ -8097,6 +8197,11 @@ "name": "VMware", "slug": "vmware", "frequency": 2 + }, + { + "name": "Yahoo", + "slug": "yahoo", + "frequency": 2 } ] }, @@ -8123,23 +8228,33 @@ { "name": "Bloomberg", "slug": "bloomberg", - "frequency": 4 + "frequency": 5 + }, + { + "name": "Facebook", + "slug": "facebook", + "frequency": 3 }, { "name": "Adobe", "slug": "adobe", - "frequency": 4 + "frequency": 3 }, { - "name": "Facebook", - "slug": "facebook", - "frequency": 3 + "name": "Google", + "slug": "google", + "frequency": 2 }, { "name": "Microsoft", "slug": "microsoft", "frequency": 2 }, + { + "name": "eBay", + "slug": "ebay", + "frequency": 2 + }, { "name": "Uber", "slug": "uber", @@ -8189,11 +8304,6 @@ "slug": "facebook", "frequency": 46 }, - { - "name": "Yandex", - "slug": "yandex", - "frequency": 9 - }, { "name": "Apple", "slug": "apple", @@ -8204,15 +8314,20 @@ "slug": "amazon", "frequency": 8 }, + { + "name": "Yandex", + "slug": "yandex", + "frequency": 8 + }, { "name": "Zoho", "slug": "zoho", "frequency": 7 }, { - "name": "eBay", - "slug": "ebay", - "frequency": 3 + "name": "Google", + "slug": "google", + "frequency": 4 }, { "name": "Oracle", @@ -8220,8 +8335,8 @@ "frequency": 3 }, { - "name": "Google", - "slug": "google", + "name": "eBay", + "slug": "ebay", "frequency": 2 }, { @@ -8239,6 +8354,11 @@ "slug": "tiktok", "frequency": 2 }, + { + "name": "Cognizant", + "slug": "cognizant", + "frequency": 2 + }, { "name": "Ozon", "slug": "ozon", @@ -8360,14 +8480,14 @@ "premium": false, "companies": [ { - "name": "Apple", - "slug": "apple", + "name": "Amazon", + "slug": "amazon", "frequency": 3 }, { - "name": "Amazon", - "slug": "amazon", - "frequency": 2 + "name": "Apple", + "slug": "apple", + "frequency": 3 }, { "name": "Adobe", From e7e8f4a28723987f4a5f0d81c0b33905dabdc1c5 Mon Sep 17 00:00:00 2001 From: sambar1729 <111636169+sambar1729@users.noreply.github.com> Date: Tue, 8 Jul 2025 09:52:40 -0700 Subject: [PATCH 8/8] Created using Colab --- pytorch_tutorial.ipynb | 1568 ++++++++++++++++++++++++++++++++++++++++ 1 file changed, 1568 insertions(+) create mode 100644 pytorch_tutorial.ipynb diff --git a/pytorch_tutorial.ipynb b/pytorch_tutorial.ipynb new file mode 100644 index 00000000..77252c20 --- /dev/null +++ b/pytorch_tutorial.ipynb @@ -0,0 +1,1568 @@ +{ + "nbformat": 4, + "nbformat_minor": 0, + "metadata": { + "colab": { + "provenance": [], + "gpuType": "T4", + "authorship_tag": "ABX9TyM7sKHzCUPFoeqo3999OIxG", + "include_colab_link": true + }, + "kernelspec": { + "name": "python3", + "display_name": "Python 3" + }, + "language_info": { + "name": "python" + }, + "accelerator": "GPU" + }, + "cells": [ + { + "cell_type": "markdown", + "metadata": { + "id": "view-in-github", + "colab_type": "text" + }, + "source": [ + "\"Open" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "u8G-r90Rp7Y-" + }, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "source": [ + "### Pytorch tutorial\n", + "\n", + "Following Sebastian Raschka's tutorial here: https://sebastianraschka.com/teaching/pytorch-1h/" + ], + "metadata": { + "id": "CijvWyVOp-3c" + } + }, + { + "cell_type": "code", + "source": [ + "!pip install torch==2.4.1" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "11e9J7WiqEze", + "outputId": "bbed4e7c-d527-4b5a-a451-66ad90f44a3c" + }, + "execution_count": 1, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Collecting torch==2.4.1\n", + " Downloading torch-2.4.1-cp311-cp311-manylinux1_x86_64.whl.metadata (26 kB)\n", + "Requirement already satisfied: filelock in /usr/local/lib/python3.11/dist-packages (from torch==2.4.1) (3.18.0)\n", + "Requirement already satisfied: typing-extensions>=4.8.0 in /usr/local/lib/python3.11/dist-packages (from torch==2.4.1) (4.14.0)\n", + "Requirement already satisfied: sympy in /usr/local/lib/python3.11/dist-packages (from torch==2.4.1) (1.13.1)\n", + "Requirement already satisfied: networkx in /usr/local/lib/python3.11/dist-packages (from torch==2.4.1) (3.5)\n", + "Requirement already satisfied: jinja2 in /usr/local/lib/python3.11/dist-packages (from 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triton-3.0.0-1-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl (209.4 MB)\n", + "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m209.4/209.4 MB\u001b[0m \u001b[31m5.3 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", + "\u001b[?25hInstalling collected packages: triton, nvidia-nvtx-cu12, nvidia-nccl-cu12, nvidia-cusparse-cu12, nvidia-curand-cu12, nvidia-cufft-cu12, nvidia-cuda-runtime-cu12, nvidia-cuda-nvrtc-cu12, nvidia-cuda-cupti-cu12, nvidia-cublas-cu12, nvidia-cusolver-cu12, nvidia-cudnn-cu12, torch\n", + " Attempting uninstall: triton\n", + " Found existing installation: triton 3.2.0\n", + " Uninstalling triton-3.2.0:\n", + " Successfully uninstalled triton-3.2.0\n", + " Attempting uninstall: nvidia-nvtx-cu12\n", + " Found existing installation: nvidia-nvtx-cu12 12.4.127\n", + " Uninstalling nvidia-nvtx-cu12-12.4.127:\n", + " Successfully uninstalled nvidia-nvtx-cu12-12.4.127\n", + " Attempting uninstall: nvidia-nccl-cu12\n", + " Found existing installation: nvidia-nccl-cu12 2.21.5\n", + " Uninstalling nvidia-nccl-cu12-2.21.5:\n", + " Successfully uninstalled nvidia-nccl-cu12-2.21.5\n", + " Attempting uninstall: nvidia-cusparse-cu12\n", + " Found existing installation: nvidia-cusparse-cu12 12.5.1.3\n", + " Uninstalling nvidia-cusparse-cu12-12.5.1.3:\n", + " Successfully uninstalled nvidia-cusparse-cu12-12.5.1.3\n", + " Attempting uninstall: nvidia-curand-cu12\n", + " Found existing installation: nvidia-curand-cu12 10.3.6.82\n", + " Uninstalling nvidia-curand-cu12-10.3.6.82:\n", + " Successfully uninstalled nvidia-curand-cu12-10.3.6.82\n", + " Attempting uninstall: nvidia-cufft-cu12\n", + " Found existing installation: nvidia-cufft-cu12 11.2.3.61\n", + " Uninstalling nvidia-cufft-cu12-11.2.3.61:\n", + " Successfully uninstalled nvidia-cufft-cu12-11.2.3.61\n", + " Attempting uninstall: nvidia-cuda-runtime-cu12\n", + " Found existing installation: nvidia-cuda-runtime-cu12 12.5.82\n", + " Uninstalling nvidia-cuda-runtime-cu12-12.5.82:\n", + " Successfully uninstalled nvidia-cuda-runtime-cu12-12.5.82\n", + " Attempting uninstall: nvidia-cuda-nvrtc-cu12\n", + " Found existing installation: nvidia-cuda-nvrtc-cu12 12.5.82\n", + " Uninstalling nvidia-cuda-nvrtc-cu12-12.5.82:\n", + " Successfully uninstalled nvidia-cuda-nvrtc-cu12-12.5.82\n", + " Attempting uninstall: nvidia-cuda-cupti-cu12\n", + " Found existing installation: nvidia-cuda-cupti-cu12 12.5.82\n", + " Uninstalling nvidia-cuda-cupti-cu12-12.5.82:\n", + " Successfully uninstalled nvidia-cuda-cupti-cu12-12.5.82\n", + " Attempting uninstall: nvidia-cublas-cu12\n", + " Found existing installation: nvidia-cublas-cu12 12.5.3.2\n", + " Uninstalling nvidia-cublas-cu12-12.5.3.2:\n", + " Successfully uninstalled nvidia-cublas-cu12-12.5.3.2\n", + " Attempting uninstall: nvidia-cusolver-cu12\n", + " Found existing installation: nvidia-cusolver-cu12 11.6.3.83\n", + " Uninstalling nvidia-cusolver-cu12-11.6.3.83:\n", + " Successfully uninstalled nvidia-cusolver-cu12-11.6.3.83\n", + " Attempting uninstall: nvidia-cudnn-cu12\n", + " Found existing installation: nvidia-cudnn-cu12 9.3.0.75\n", + " Uninstalling nvidia-cudnn-cu12-9.3.0.75:\n", + " Successfully uninstalled nvidia-cudnn-cu12-9.3.0.75\n", + " Attempting uninstall: torch\n", + " Found existing installation: torch 2.6.0+cu124\n", + " Uninstalling torch-2.6.0+cu124:\n", + " Successfully uninstalled torch-2.6.0+cu124\n", + "\u001b[31mERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\n", + "torchaudio 2.6.0+cu124 requires torch==2.6.0, but you have torch 2.4.1 which is incompatible.\n", + "torchvision 0.21.0+cu124 requires torch==2.6.0, but you have torch 2.4.1 which is incompatible.\u001b[0m\u001b[31m\n", + "\u001b[0mSuccessfully installed nvidia-cublas-cu12-12.1.3.1 nvidia-cuda-cupti-cu12-12.1.105 nvidia-cuda-nvrtc-cu12-12.1.105 nvidia-cuda-runtime-cu12-12.1.105 nvidia-cudnn-cu12-9.1.0.70 nvidia-cufft-cu12-11.0.2.54 nvidia-curand-cu12-10.3.2.106 nvidia-cusolver-cu12-11.4.5.107 nvidia-cusparse-cu12-12.1.0.106 nvidia-nccl-cu12-2.20.5 nvidia-nvtx-cu12-12.1.105 torch-2.4.1 triton-3.0.0\n" + ] + } + ] + }, + { + "cell_type": "code", + "source": [ + "%pip install memory-profiler\n" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "rDVwTKKa570-", + "outputId": "a370b314-7493-4f6f-eab4-1348e3ad667c" + }, + "execution_count": 49, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Collecting memory-profiler\n", + " Downloading memory_profiler-0.61.0-py3-none-any.whl.metadata (20 kB)\n", + "Requirement already satisfied: psutil in /usr/local/lib/python3.11/dist-packages (from memory-profiler) (5.9.5)\n", + "Downloading memory_profiler-0.61.0-py3-none-any.whl (31 kB)\n", + "Installing collected packages: memory-profiler\n", + "Successfully installed memory-profiler-0.61.0\n" + ] + } + ] + }, + { + "cell_type": "code", + "source": [ + "import torch\n", + "\n", + "torch.__version__" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 35 + }, + "id": "hioDYMINqLqA", + "outputId": "7e94347c-e913-4312-c066-725c876648ae" + }, + "execution_count": 2, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "'2.4.1+cu121'" + ], + "application/vnd.google.colaboratory.intrinsic+json": { + "type": "string" + } + }, + "metadata": {}, + "execution_count": 2 + } + ] + }, + { + "cell_type": "code", + "source": [ + "tensor0d = torch.tensor(1)" + ], + "metadata": { + "id": "IRZ9wKbcrVBs" + }, + "execution_count": 5, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "tensor1d = torch.tensor([1, 2, 3])" + ], + "metadata": { + "id": "FidKa9y0rYcY" + }, + "execution_count": 6, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "tensor2d = torch.tensor([[1, 2], [3, 4]])" + ], + "metadata": { + "id": "In0liAMmuhIS" + }, + "execution_count": 7, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "tensor3d = torch.tensor([[[1, 2], [3, 4]], [[5, 6], [7, 8]]])" + ], + "metadata": { + "id": "c-Hd8bGgujZP" + }, + "execution_count": 8, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "tensor1d = torch.tensor([1, 2, 3])\n", + "\n", + "print(tensor1d.dtype)" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "JCnEkI-QulfM", + "outputId": "5c03d3aa-d738-4a34-ed0d-f7017494dc38" + }, + "execution_count": 9, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "torch.int64\n" + ] + } + ] + }, + { + "cell_type": "code", + "source": [ + "floatvec = torch.tensor([1.0, 2.0, 3.0])\n", + "print(floatvec.dtype)" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "YDt4n-B2vmrQ", + "outputId": "7ddbe371-b0dd-4d1a-ae71-6454edbfa354" + }, + "execution_count": 10, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "torch.float32\n" + ] + } + ] + }, + { + "cell_type": "code", + "source": [ + "floatvec = tensor1d.to(torch.float32)\n", + "print(floatvec.dtype)" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "laceExhIv0b9", + "outputId": "6486885a-3fbf-45da-ed80-7ca02962e396" + }, + "execution_count": 11, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "torch.float32\n" + ] + } + ] + }, + { + "cell_type": "code", + "source": [ + "tensor2d.shape" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "i7NMaGFYwRG7", + "outputId": "79e03df4-b390-4ef3-c989-8a726b07a667" + }, + "execution_count": 12, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "torch.Size([2, 2])" + ] + }, + "metadata": {}, + "execution_count": 12 + } + ] + }, + { + "cell_type": "code", + "source": [ + "tensor2d = torch.tensor([[1, 2, 3],\n", + " [4, 5, 6]])" + ], + "metadata": { + "id": "eJR0Cmw2xavu" + }, + "execution_count": 13, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "tensor2d.shape" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "TWTqmRWoxfDx", + "outputId": "76556980-ecbb-4a27-a86c-d10c6e3159fd" + }, + "execution_count": 14, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "torch.Size([2, 3])" + ] + }, + "metadata": {}, + "execution_count": 14 + } + ] + }, + { + "cell_type": "code", + "source": [ + "tensor2d.reshape([3, 2])" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "ckRbNNk_xgBC", + "outputId": "09f23a20-aea2-440c-aa16-75c51c5700da" + }, + "execution_count": 15, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "tensor([[1, 2],\n", + " [3, 4],\n", + " [5, 6]])" + ] + }, + "metadata": {}, + "execution_count": 15 + } + ] + }, + { + "cell_type": "code", + "source": [ + "tensor2d.view(3,2)" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "ZZ3HZveGxikM", + "outputId": "26372708-31ab-48c0-89d5-a0fb1feb78b6" + }, + "execution_count": 16, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "tensor([[1, 2],\n", + " [3, 4],\n", + " [5, 6]])" + ] + }, + "metadata": {}, + "execution_count": 16 + } + ] + }, + { + "cell_type": "code", + "source": [ + "tensor2d" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "3pQmFmodxpMm", + "outputId": "ab4ec2c9-a176-486b-96fc-03a6948424db" + }, + "execution_count": 17, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "tensor([[1, 2, 3],\n", + " [4, 5, 6]])" + ] + }, + "metadata": {}, + "execution_count": 17 + } + ] + }, + { + "cell_type": "code", + "source": [ + "tensor2d.T" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "pcZupoFtx05G", + "outputId": "ad684040-1cf4-4bc2-93c8-4727c8f4b93c" + }, + "execution_count": 18, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "tensor([[1, 4],\n", + " [2, 5],\n", + " [3, 6]])" + ] + }, + "metadata": {}, + "execution_count": 18 + } + ] + }, + { + "cell_type": "code", + "source": [ + "tensor2d.matmul(tensor2d.T)" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "-Dd4AOX3x2JR", + "outputId": "66430aa3-f097-4b6f-eeb8-2097d984b1e0" + }, + "execution_count": 19, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "tensor([[14, 32],\n", + " [32, 77]])" + ] + }, + "metadata": {}, + "execution_count": 19 + } + ] + }, + { + "cell_type": "code", + "source": [ + "tensor2d @ tensor2d.T" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "kxb8Jgdax56D", + "outputId": "fa33ab2b-14ac-4ccc-b089-573d3bfae383" + }, + "execution_count": 20, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "tensor([[14, 32],\n", + " [32, 77]])" + ] + }, + "metadata": {}, + "execution_count": 20 + } + ] + }, + { + "cell_type": "code", + "source": [ + "import torch.nn.functional as F\n", + "\n", + "y = torch.tensor([1.0]) # true label\n", + "x1 = torch.tensor([1.1]) # input feature\n", + "w1 = torch.tensor([2.2]) # weight parameter\n", + "b = torch.tensor([0.0]) # bias unit\n", + "\n", + "z = x1 * w1 + b # net input\n", + "a = torch.sigmoid(z) # activation & output\n", + "\n", + "loss = F.binary_cross_entropy(a, y)\n", + "print(loss)" + ], + "metadata": { + "id": "xG1BrB3tx8UM", + "colab": { + "base_uri": "https://localhost:8080/" + }, + "outputId": "161e420b-86c9-46d4-e238-4521ab9b458b" + }, + "execution_count": 21, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "tensor(0.0852)\n" + ] + } + ] + }, + { + "cell_type": "code", + "source": [ + "import torch, torch.nn as nn, torch.optim as optim\n", + "\n", + "model = nn.Linear(10, 1)\n", + "optimizer = optim.SGD(model.parameters(), lr=1e-2)\n", + "data = torch.randn(4, 10)\n", + "target = torch.randn(4, 1)\n", + "\n", + "for epoch in range(100):\n", + " output = model(data)\n", + " loss = nn.functional.mse_loss(output, target)\n", + " loss.backward()\n", + " # BUG: missing optimizer.zero_grad()\n", + " optimizer.step()\n", + " print(f\"Epoch {epoch} loss grad sum:\", sum(p.grad.sum().item() for p in model.parameters()))\n" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "HOuux6K80nXp", + "outputId": "ac28c52b-42da-4658-ecca-cf65a7c1a272" + }, + "execution_count": 22, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Epoch 0 loss grad sum: 5.941392242908478\n", + "Epoch 1 loss grad sum: 11.378333985805511\n", + "Epoch 2 loss grad sum: 15.853800415992737\n", + "Epoch 3 loss grad sum: 19.000988602638245\n", + "Epoch 4 loss grad sum: 20.57731395959854\n", + "Epoch 5 loss grad sum: 20.48631116747856\n", + "Epoch 6 loss grad sum: 18.785321831703186\n", + "Epoch 7 loss grad sum: 15.678302884101868\n", + "Epoch 8 loss grad sum: 11.494457006454468\n", + "Epoch 9 loss grad sum: 6.654939651489258\n", + "Epoch 10 loss grad sum: 1.630887508392334\n", + "Epoch 11 loss grad sum: -3.1029887199401855\n", + "Epoch 12 loss grad sum: -7.114686965942383\n", + "Epoch 13 loss grad sum: -10.056479930877686\n", + "Epoch 14 loss grad sum: -11.697687149047852\n", + "Epoch 15 loss grad sum: -11.945482730865479\n", + "Epoch 16 loss grad sum: -10.851707696914673\n", + "Epoch 17 loss grad sum: -8.605173110961914\n", + "Epoch 18 loss grad sum: -5.510236501693726\n", + "Epoch 19 loss grad sum: -1.9539647102355957\n", + "Epoch 20 loss grad sum: 1.6348085403442383\n", + "Epoch 21 loss grad sum: 4.830343008041382\n", + "Epoch 22 loss grad sum: 7.254231214523315\n", + "Epoch 23 loss grad sum: 8.614570617675781\n", + "Epoch 24 loss grad sum: 8.736126899719238\n", + "Epoch 25 loss grad sum: 7.578460693359375\n", + "Epoch 26 loss grad sum: 5.240239143371582\n", + "Epoch 27 loss grad sum: 1.9493255615234375\n", + "Epoch 28 loss grad sum: -1.9603521823883057\n", + "Epoch 29 loss grad sum: -6.082745313644409\n", + "Epoch 30 loss grad sum: -9.981050491333008\n", + "Epoch 31 loss grad sum: -13.23228645324707\n", + "Epoch 32 loss grad sum: -15.470582246780396\n", + "Epoch 33 loss grad sum: -16.42482841014862\n", + "Epoch 34 loss grad sum: -15.946880221366882\n", + "Epoch 35 loss grad sum: -14.027485191822052\n", + "Epoch 36 loss grad sum: -10.79832911491394\n", + "Epoch 37 loss grad sum: -6.519991159439087\n", + "Epoch 38 loss grad sum: -1.5570265054702759\n", + "Epoch 39 loss grad sum: 3.6573405265808105\n", + "Epoch 40 loss grad sum: 8.663355588912964\n", + "Epoch 41 loss grad sum: 13.019495725631714\n", + "Epoch 42 loss grad sum: 16.345381498336792\n", + "Epoch 43 loss grad sum: 18.358529806137085\n", + "Epoch 44 loss grad sum: 18.901339530944824\n", + "Epoch 45 loss grad sum: 17.955564498901367\n", + "Epoch 46 loss grad sum: 15.642943620681763\n", + "Epoch 47 loss grad sum: 12.211915969848633\n", + "Epoch 48 loss grad sum: 8.011823892593384\n", + "Epoch 49 loss grad sum: 3.4572439193725586\n", + "Epoch 50 loss grad sum: -1.0139319896697998\n", + "Epoch 51 loss grad sum: -4.984421253204346\n", + "Epoch 52 loss grad sum: -8.099037647247314\n", + "Epoch 53 loss grad sum: -10.099567651748657\n", + "Epoch 54 loss grad sum: -10.849509119987488\n", + "Epoch 55 loss grad sum: -10.346242368221283\n", + "Epoch 56 loss grad sum: -8.71938967704773\n", + "Epoch 57 loss grad sum: -6.215615510940552\n", + "Epoch 58 loss grad sum: -3.1714253425598145\n", + "Epoch 59 loss grad sum: 0.023212432861328125\n", + "Epoch 60 loss grad sum: 2.966693878173828\n", + "Epoch 61 loss grad sum: 5.288759231567383\n", + "Epoch 62 loss grad sum: 6.690216064453125\n", + "Epoch 63 loss grad sum: 6.975297927856445\n", + "Epoch 64 loss grad sum: 6.073345184326172\n", + "Epoch 65 loss grad sum: 4.0475172996521\n", + "Epoch 66 loss grad sum: 1.0895943641662598\n", + "Epoch 67 loss grad sum: -2.498662233352661\n", + "Epoch 68 loss grad sum: -6.335761785507202\n", + "Epoch 69 loss grad sum: -9.999331951141357\n", + "Epoch 70 loss grad sum: -13.069633841514587\n", + "Epoch 71 loss grad sum: -15.173378586769104\n", + "Epoch 72 loss grad sum: -16.023348450660706\n", + "Epoch 73 loss grad sum: -15.449785947799683\n", + "Epoch 74 loss grad sum: -13.420307874679565\n", + "Epoch 75 loss grad sum: -10.046230435371399\n", + "Epoch 76 loss grad sum: -5.574533939361572\n", + "Epoch 77 loss grad sum: -0.36616063117980957\n", + "Epoch 78 loss grad sum: 5.137285113334656\n", + "Epoch 79 loss grad sum: 10.45522689819336\n", + "Epoch 80 loss grad sum: 15.114096641540527\n", + "Epoch 81 loss grad sum: 18.693092226982117\n", + "Epoch 82 loss grad sum: 20.865131378173828\n", + "Epoch 83 loss grad sum: 21.428996801376343\n", + "Epoch 84 loss grad sum: 20.32938861846924\n", + "Epoch 85 loss grad sum: 17.662895917892456\n", + "Epoch 86 loss grad sum: 13.669232845306396\n", + "Epoch 87 loss grad sum: 8.708560466766357\n", + "Epoch 88 loss grad sum: 3.2270933389663696\n", + "Epoch 89 loss grad sum: -2.2856435775756836\n", + "Epoch 90 loss grad sum: -7.343720436096191\n", + "Epoch 91 loss grad sum: -11.51124906539917\n", + "Epoch 92 loss grad sum: -14.443818092346191\n", + "Epoch 93 loss grad sum: -15.920833587646484\n", + "Epoch 94 loss grad sum: -15.865576267242432\n", + "Epoch 95 loss grad sum: -14.35107421875\n", + "Epoch 96 loss grad sum: -11.591155290603638\n", + "Epoch 97 loss grad sum: -7.9176952838897705\n", + "Epoch 98 loss grad sum: -3.746284008026123\n", + "Epoch 99 loss grad sum: 0.46622657775878906\n" + ] + } + ] + }, + { + "cell_type": "code", + "source": [ + "import torch, torch.nn as nn, torch.optim as optim\n", + "\n", + "model = nn.Linear(10, 1)\n", + "optimizer = optim.SGD(model.parameters(), lr=1e-2)\n", + "data = torch.randn(4, 10)\n", + "target = torch.randn(4, 1)\n", + "\n", + "for epoch in range(100):\n", + " optimizer.zero_grad()\n", + " output = model(data)\n", + " loss = nn.functional.mse_loss(output, target)\n", + " loss.backward()\n", + " # optimizer.zero_grad()\n", + " optimizer.step()\n", + " print(f\"Epoch {epoch} loss grad sum:\", sum(p.grad.sum().item() for p in model.parameters()))\n" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "S-dWjMdJ0n1a", + "outputId": "31c37d2b-674f-4df8-a167-ed5dd75eb8a6" + }, + "execution_count": 23, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Epoch 0 loss grad sum: -15.222372055053711\n", + "Epoch 1 loss grad sum: -14.585453748703003\n", + "Epoch 2 loss grad sum: -13.971067905426025\n", + "Epoch 3 loss grad sum: -13.378954410552979\n", + "Epoch 4 loss grad sum: -12.80876612663269\n", + "Epoch 5 loss grad sum: -12.260099411010742\n", + "Epoch 6 loss grad sum: -11.73249864578247\n", + "Epoch 7 loss grad sum: -11.225463390350342\n", + "Epoch 8 loss grad sum: -10.738462448120117\n", + "Epoch 9 loss grad sum: -10.270942687988281\n", + "Epoch 10 loss grad sum: -9.82233214378357\n", + "Epoch 11 loss grad sum: -9.392048954963684\n", + "Epoch 12 loss grad sum: -8.979502558708191\n", + "Epoch 13 loss grad sum: -8.584102034568787\n", + "Epoch 14 loss grad sum: -8.205257415771484\n", + "Epoch 15 loss grad sum: -7.842382311820984\n", + "Epoch 16 loss grad sum: -7.494899153709412\n", + "Epoch 17 loss grad sum: -7.162235975265503\n", + "Epoch 18 loss grad sum: -6.843834161758423\n", + "Epoch 19 loss grad sum: -6.53914475440979\n", + "Epoch 20 loss grad sum: -6.247633457183838\n", + "Epoch 21 loss grad sum: -5.9687793254852295\n", + "Epoch 22 loss grad sum: -5.702076196670532\n", + "Epoch 23 loss grad sum: -5.447030782699585\n", + "Epoch 24 loss grad sum: -5.203167080879211\n", + "Epoch 25 loss grad sum: -4.970024585723877\n", + "Epoch 26 loss grad sum: -4.747156500816345\n", + "Epoch 27 loss grad sum: -4.534131705760956\n", + "Epoch 28 loss grad sum: -4.330535709857941\n", + "Epoch 29 loss grad sum: -4.135967314243317\n", + "Epoch 30 loss grad sum: -3.950041174888611\n", + "Epoch 31 loss grad sum: -3.772387146949768\n", + "Epoch 32 loss grad sum: -3.602648615837097\n", + "Epoch 33 loss grad sum: -3.440480887889862\n", + "Epoch 34 loss grad sum: -3.285557746887207\n", + "Epoch 35 loss grad sum: -3.1375615000724792\n", + "Epoch 36 loss grad sum: -2.9961880445480347\n", + "Epoch 37 loss grad sum: -2.8611491918563843\n", + "Epoch 38 loss grad sum: -2.732164144515991\n", + "Epoch 39 loss grad sum: -2.608966827392578\n", + "Epoch 40 loss grad sum: -2.491300582885742\n", + "Epoch 41 loss grad sum: -2.3789215683937073\n", + "Epoch 42 loss grad sum: -2.2715930938720703\n", + "Epoch 43 loss grad sum: -2.1690915524959564\n", + "Epoch 44 loss grad sum: -2.0712019205093384\n", + "Epoch 45 loss grad sum: -1.9777186512947083\n", + "Epoch 46 loss grad sum: -1.888445645570755\n", + "Epoch 47 loss grad sum: -1.8031927645206451\n", + "Epoch 48 loss grad sum: -1.7217814028263092\n", + "Epoch 49 loss grad sum: -1.644038051366806\n", + "Epoch 50 loss grad sum: -1.5698001682758331\n", + "Epoch 51 loss grad sum: -1.498908907175064\n", + "Epoch 52 loss grad sum: -1.4312148094177246\n", + "Epoch 53 loss grad sum: -1.3665741384029388\n", + "Epoch 54 loss grad sum: -1.3048476874828339\n", + "Epoch 55 loss grad sum: -1.245906800031662\n", + "Epoch 56 loss grad sum: -1.1896256506443024\n", + "Epoch 57 loss grad sum: -1.1358826458454132\n", + "Epoch 58 loss grad sum: -1.084565132856369\n", + "Epoch 59 loss grad sum: -1.035563439130783\n", + "Epoch 60 loss grad sum: -0.9887720942497253\n", + "Epoch 61 loss grad sum: -0.9440930187702179\n", + "Epoch 62 loss grad sum: -0.9014299213886261\n", + "Epoch 63 loss grad sum: -0.8606923222541809\n", + "Epoch 64 loss grad sum: -0.8217924237251282\n", + "Epoch 65 loss grad sum: -0.7846481800079346\n", + "Epoch 66 loss grad sum: -0.7491800785064697\n", + "Epoch 67 loss grad sum: -0.7153118550777435\n", + "Epoch 68 loss grad sum: -0.6829729974269867\n", + "Epoch 69 loss grad sum: -0.6520932018756866\n", + "Epoch 70 loss grad sum: -0.6226064562797546\n", + "Epoch 71 loss grad sum: -0.5944497287273407\n", + "Epoch 72 loss grad sum: -0.5675636231899261\n", + "Epoch 73 loss grad sum: -0.5418908298015594\n", + "Epoch 74 loss grad sum: -0.5173757672309875\n", + "Epoch 75 loss grad sum: -0.4939660429954529\n", + "Epoch 76 loss grad sum: -0.4716131091117859\n", + "Epoch 77 loss grad sum: -0.4502676725387573\n", + "Epoch 78 loss grad sum: -0.4298843443393707\n", + "Epoch 79 loss grad sum: -0.41042184829711914\n", + "Epoch 80 loss grad sum: -0.3918359577655792\n", + "Epoch 81 loss grad sum: -0.3740886449813843\n", + "Epoch 82 loss grad sum: -0.35714149475097656\n", + "Epoch 83 loss grad sum: -0.34095992147922516\n", + "Epoch 84 loss grad sum: -0.32550549507141113\n", + "Epoch 85 loss grad sum: -0.31075018644332886\n", + "Epoch 86 loss grad sum: -0.29665905237197876\n", + "Epoch 87 loss grad sum: -0.2832042872905731\n", + "Epoch 88 loss grad sum: -0.2703540623188019\n", + "Epoch 89 loss grad sum: -0.25808607041835785\n", + "Epoch 90 loss grad sum: -0.2463676631450653\n", + "Epoch 91 loss grad sum: -0.23517996072769165\n", + "Epoch 92 loss grad sum: -0.22449560463428497\n", + "Epoch 93 loss grad sum: -0.21429435908794403\n", + "Epoch 94 loss grad sum: -0.20455120503902435\n", + "Epoch 95 loss grad sum: -0.19524911046028137\n", + "Epoch 96 loss grad sum: -0.18636509031057358\n", + "Epoch 97 loss grad sum: -0.17788174003362656\n", + "Epoch 98 loss grad sum: -0.16978125274181366\n", + "Epoch 99 loss grad sum: -0.16204551607370377\n" + ] + } + ] + }, + { + "cell_type": "code", + "source": [ + "import torch.nn.functional as F\n", + "\n", + "y = torch.tensor([1.0]) # true label\n", + "x1 = torch.tensor([1.1]) # input feature\n", + "w1 = torch.tensor([2.2]) # weight parameter\n", + "b = torch.tensor([0.0]) # bias unit\n", + "\n", + "z = x1 * w1 + b # net input\n", + "a = torch.sigmoid(z) # activation & output\n", + "\n", + "loss = F.binary_cross_entropy(a, y)\n", + "print(loss)" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "ROeTL35p03SO", + "outputId": "e7c2c26f-9105-4789-c79f-418834725e7a" + }, + "execution_count": 24, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "tensor(0.0852)\n" + ] + } + ] + }, + { + "cell_type": "code", + "source": [], + "metadata": { + "id": "VgDNJLIM1gy-" + }, + "execution_count": 24, + "outputs": [] + }, + { + "cell_type": "markdown", + "source": [ + "\n", + "\n", + "```\n", + "# This is formatted as code\n", + "```\n", + "\n", + "# Dataloaders" + ], + "metadata": { + "id": "V5e41wWL4f2x" + } + }, + { + "cell_type": "code", + "source": [ + "class NeuralNetwork(torch.nn.Module):\n", + " def __init__(self, num_inputs, num_outputs):\n", + " super().__init__()\n", + "\n", + " self.layers = torch.nn.Sequential(\n", + "\n", + " # 1st hidden layer\n", + " torch.nn.Linear(num_inputs, 30),\n", + " torch.nn.ReLU(),\n", + "\n", + " # 2nd hidden layer\n", + " torch.nn.Linear(30, 20),\n", + " torch.nn.ReLU(),\n", + "\n", + " # output layer\n", + " torch.nn.Linear(20, num_outputs),\n", + " )\n", + "\n", + " def forward(self, x):\n", + " logits = self.layers(x)\n", + " return logits" + ], + "metadata": { + "id": "eoeYUkGxi-E4" + }, + "execution_count": 25, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "model = NeuralNetwork(50, 3)" + ], + "metadata": { + "id": "umWVEvh5jDPb" + }, + "execution_count": 26, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "print(model)" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "LTGkRWVnjKGl", + "outputId": "05d8f1e1-ef38-48a2-cfcd-8e8a88814459" + }, + "execution_count": 27, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "NeuralNetwork(\n", + " (layers): Sequential(\n", + " (0): Linear(in_features=50, out_features=30, bias=True)\n", + " (1): ReLU()\n", + " (2): Linear(in_features=30, out_features=20, bias=True)\n", + " (3): ReLU()\n", + " (4): Linear(in_features=20, out_features=3, bias=True)\n", + " )\n", + ")\n" + ] + } + ] + }, + { + "cell_type": "code", + "source": [ + "num_params = sum(\n", + " p.numel() for p in model.parameters() if p.requires_grad\n", + ")\n", + "print(\"Total number of trainable model parameters:\", num_params)" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "KiHT4KVyjL2f", + "outputId": "e3163ed4-2d13-419b-f1aa-a96ddcbc8ee9" + }, + "execution_count": 28, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Total number of trainable model parameters: 2213\n" + ] + } + ] + }, + { + "cell_type": "code", + "source": [ + "X_train = torch.tensor([\n", + " [-1.2, 3.1],\n", + " [-0.9, 2.9],\n", + " [-0.5, 2.6],\n", + " [2.3, -1.1],\n", + " [2.7, -1.5]\n", + "])\n", + "\n", + "y_train = torch.tensor([0, 0, 0, 1, 1])" + ], + "metadata": { + "id": "TNKktQWRnNow" + }, + "execution_count": 29, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "X_train.shape" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "tkhPmGWA0fV4", + "outputId": "7e57699b-819d-42bc-864e-99a8a30dd2a4" + }, + "execution_count": 30, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "torch.Size([5, 2])" + ] + }, + "metadata": {}, + "execution_count": 30 + } + ] + }, + { + "cell_type": "code", + "source": [ + "y_train.shape" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "YHpzW17X0gJE", + "outputId": "3ea8a81a-4629-453d-fb23-7890448d3823" + }, + "execution_count": 31, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "torch.Size([5])" + ] + }, + "metadata": {}, + "execution_count": 31 + } + ] + }, + { + "cell_type": "code", + "source": [ + "X_test = torch.tensor([\n", + " [-0.8, 2.8],\n", + " [2.6, -1.6],\n", + "])\n", + "\n", + "y_test = torch.tensor([0, 1])" + ], + "metadata": { + "id": "tBJzmxLx0hLn" + }, + "execution_count": 32, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "from torch.utils.data import Dataset\n", + "\n", + "\n", + "class ToyDataset(Dataset):\n", + " def __init__(self, X, y):\n", + " self.features = X\n", + " self.labels = y\n", + "\n", + " def __getitem__(self, index):\n", + " one_x = self.features[index]\n", + " one_y = self.labels[index]\n", + " return one_x, one_y\n", + "\n", + " def __len__(self):\n", + " return self.labels.shape[0]\n", + "\n", + "train_ds = ToyDataset(X_train, y_train)\n", + "test_ds = ToyDataset(X_test, y_test)" + ], + "metadata": { + "id": "BfmJEgj_0jmn" + }, + "execution_count": 33, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "len(train_ds)" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "yoFIYE8f0oxF", + "outputId": "0aab4f1c-cbd8-41c0-90cd-0e46022697d7" + }, + "execution_count": 34, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "5" + ] + }, + "metadata": {}, + "execution_count": 34 + } + ] + }, + { + "cell_type": "code", + "source": [ + "from torch.utils.data import DataLoader\n", + "\n", + "torch.manual_seed(123)\n", + "\n", + "# train_loader = DataLoader(\n", + "# dataset=train_ds,\n", + "# batch_size=2,\n", + "# shuffle=True,\n", + "# num_workers=0\n", + "# )\n", + "\n", + "train_loader = DataLoader(\n", + " dataset=train_ds,\n", + " batch_size=2,\n", + " shuffle=True,\n", + " num_workers=0,\n", + " drop_last=True\n", + ")" + ], + "metadata": { + "id": "r_Bkllm42zlc" + }, + "execution_count": 44, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "train_loader" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "y2UQR80s263Y", + "outputId": "60f857f3-dca6-47d9-f388-9a26c6c71db5" + }, + "execution_count": 45, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "" + ] + }, + "metadata": {}, + "execution_count": 45 + } + ] + }, + { + "cell_type": "code", + "source": [ + "test_ds = ToyDataset(X_test, y_test)\n", + "\n", + "test_loader = DataLoader(\n", + " dataset=test_ds,\n", + " batch_size=2,\n", + " shuffle=False,\n", + " num_workers=0\n", + ")" + ], + "metadata": { + "id": "GakVwQ5K3F8s" + }, + "execution_count": 46, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "for idx, (x, y) in enumerate(train_loader):\n", + " print(f\"Batch {idx+1}:\", x, y)" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "VglDAJ1M3I_b", + "outputId": "4cca667f-7b93-4f09-dda5-f17d473c3957" + }, + "execution_count": 47, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Batch 1: tensor([[ 2.3000, -1.1000],\n", + " [-0.9000, 2.9000]]) tensor([1, 0])\n", + "Batch 2: tensor([[-1.2000, 3.1000],\n", + " [-0.5000, 2.6000]]) tensor([0, 0])\n" + ] + } + ] + }, + { + "cell_type": "code", + "source": [ + "for idx, (x, y) in enumerate(train_loader):\n", + " print(f\"Batch {idx+1}:\", x, y)" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "8kBdYKBL3NSt", + "outputId": "ef632d18-1d6a-4abc-db3e-b1b9113e0d63" + }, + "execution_count": 42, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Batch 1: tensor([[-1.2000, 3.1000],\n", + " [-0.5000, 2.6000]]) tensor([0, 0])\n", + "Batch 2: tensor([[ 2.3000, -1.1000],\n", + " [-0.9000, 2.9000]]) tensor([1, 0])\n", + "Batch 3: tensor([[ 2.7000, -1.5000]]) tensor([1])\n" + ] + } + ] + }, + { + "cell_type": "code", + "source": [ + "for idx, (x, y) in enumerate(train_loader):\n", + " print(f\"Batch {idx+1}:\", x, y)" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "4yTD9CfQ3ZPs", + "outputId": "0f53502a-57f4-4e33-fcac-66bd87075fd3" + }, + "execution_count": 43, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Batch 1: tensor([[-0.9000, 2.9000],\n", + " [ 2.3000, -1.1000]]) tensor([0, 1])\n", + "Batch 2: tensor([[ 2.7000, -1.5000],\n", + " [-0.5000, 2.6000]]) tensor([1, 0])\n", + "Batch 3: tensor([[-1.2000, 3.1000]]) tensor([0])\n" + ] + } + ] + }, + { + "cell_type": "code", + "source": [ + "import os, psutil\n", + "\n", + "proc = psutil.Process(os.getpid())\n", + "mem_bytes = proc.memory_info().rss # in bytes\n", + "print(f\"RSS memory: {mem_bytes/1e9:.2f} GB\")" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "s1S__54F3eno", + "outputId": "b36185c7-ed29-4bea-f7a3-fbfb87fe2967" + }, + "execution_count": 48, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "RSS memory: 0.56 GB\n" + ] + } + ] + }, + { + "cell_type": "code", + "source": [ + "import torch\n", + "\n", + "print(torch.cuda.memory_summary()) # overall summary\n", + "print(torch.cuda.memory_allocated()) # bytes currently allocated by tensors\n", + "print(torch.cuda.memory_reserved()) # bytes reserved by caching allocator" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "XPd6LhcZ5zHF", + "outputId": "cac4e6d6-ecc4-4f93-9e4f-2ed215b959e3" + }, + "execution_count": 50, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "|===========================================================================|\n", + "| PyTorch CUDA memory summary, device ID 0 |\n", + "|---------------------------------------------------------------------------|\n", + "| CUDA OOMs: 0 | cudaMalloc retries: 0 |\n", + "|===========================================================================|\n", + "| Metric | Cur Usage | Peak Usage | Tot Alloc | Tot Freed |\n", + "|---------------------------------------------------------------------------|\n", + "| Allocated memory | 0 B | 0 B | 0 B | 0 B |\n", + "| from large pool | 0 B | 0 B | 0 B | 0 B |\n", + "| from small pool | 0 B | 0 B | 0 B | 0 B |\n", + "|---------------------------------------------------------------------------|\n", + "| Active memory | 0 B | 0 B | 0 B | 0 B |\n", + "| from large pool | 0 B | 0 B | 0 B | 0 B |\n", + "| from small pool | 0 B | 0 B | 0 B | 0 B |\n", + "|---------------------------------------------------------------------------|\n", + "| Requested memory | 0 B | 0 B | 0 B | 0 B |\n", + "| from large pool | 0 B | 0 B | 0 B | 0 B |\n", + "| from small pool | 0 B | 0 B | 0 B | 0 B |\n", + "|---------------------------------------------------------------------------|\n", + "| GPU reserved memory | 0 B | 0 B | 0 B | 0 B |\n", + "| from large pool | 0 B | 0 B | 0 B | 0 B |\n", + "| from small pool | 0 B | 0 B | 0 B | 0 B |\n", + "|---------------------------------------------------------------------------|\n", + "| Non-releasable memory | 0 B | 0 B | 0 B | 0 B |\n", + "| from large pool | 0 B | 0 B | 0 B | 0 B |\n", + "| from small pool | 0 B | 0 B | 0 B | 0 B |\n", + "|---------------------------------------------------------------------------|\n", + "| Allocations | 0 | 0 | 0 | 0 |\n", + "| from large pool | 0 | 0 | 0 | 0 |\n", + "| from small pool | 0 | 0 | 0 | 0 |\n", + "|---------------------------------------------------------------------------|\n", + "| Active allocs | 0 | 0 | 0 | 0 |\n", + "| from large pool | 0 | 0 | 0 | 0 |\n", + "| from small pool | 0 | 0 | 0 | 0 |\n", + "|---------------------------------------------------------------------------|\n", + "| GPU reserved segments | 0 | 0 | 0 | 0 |\n", + "| from large pool | 0 | 0 | 0 | 0 |\n", + "| from small pool | 0 | 0 | 0 | 0 |\n", + "|---------------------------------------------------------------------------|\n", + "| Non-releasable allocs | 0 | 0 | 0 | 0 |\n", + "| from large pool | 0 | 0 | 0 | 0 |\n", + "| from small pool | 0 | 0 | 0 | 0 |\n", + "|---------------------------------------------------------------------------|\n", + "| Oversize allocations | 0 | 0 | 0 | 0 |\n", + "|---------------------------------------------------------------------------|\n", + "| Oversize GPU segments | 0 | 0 | 0 | 0 |\n", + "|===========================================================================|\n", + "\n", + "0\n", + "0\n" + ] + } + ] + }, + { + "cell_type": "code", + "source": [ + "!nvidia-smi" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "moFHsc_56C-M", + "outputId": "0a34edb5-b6f7-4a1c-82ea-ce55194e3496" + }, + "execution_count": 51, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Tue Jul 8 16:40:01 2025 \n", + "+-----------------------------------------------------------------------------------------+\n", + "| NVIDIA-SMI 550.54.15 Driver Version: 550.54.15 CUDA Version: 12.4 |\n", + "|-----------------------------------------+------------------------+----------------------+\n", + "| GPU Name Persistence-M | Bus-Id Disp.A | Volatile Uncorr. ECC |\n", + "| Fan Temp Perf Pwr:Usage/Cap | Memory-Usage | GPU-Util Compute M. |\n", + "| | | MIG M. |\n", + "|=========================================+========================+======================|\n", + "| 0 Tesla T4 Off | 00000000:00:04.0 Off | 0 |\n", + "| N/A 42C P8 9W / 70W | 2MiB / 15360MiB | 0% Default |\n", + "| | | N/A |\n", + "+-----------------------------------------+------------------------+----------------------+\n", + " \n", + "+-----------------------------------------------------------------------------------------+\n", + "| Processes: |\n", + "| GPU GI CI PID Type Process name GPU Memory |\n", + "| ID ID Usage |\n", + "|=========================================================================================|\n", + "| No running processes found |\n", + "+-----------------------------------------------------------------------------------------+\n" + ] + } + ] + }, + { + "cell_type": "code", + "source": [ + "%%bash\n", + "cat > gpu_hammer.py << 'EOF'\n", + "import torch, time\n", + "\n", + "device = torch.device('cuda' if torch.cuda.is_available() else 'cpu')\n", + "N = 4096\n", + "a = torch.randn((N, N), device=device)\n", + "b = torch.randn((N, N), device=device)\n", + "\n", + "iter_num = 0\n", + "while True:\n", + " iter_num += 1\n", + " c = torch.mm(a, b)\n", + " # burn CPU/GPU a bit less if you like:\n", + " time.sleep(0.1)\n", + " if iter_num % 50 == 0:\n", + " print(f\"[Hammer #{iter_num}] GPU mem used: {torch.cuda.memory_allocated()/1e6:.1f} MB\")\n", + "EOF" + ], + "metadata": { + "id": "mZGoA1MH6JEM" + }, + "execution_count": 52, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "%%bash\n", + "# start the hammer in the background, unbuffered, logging to gpu.log\n", + "nohup python3 -u gpu_hammer.py > gpu.log 2>&1 &\n", + "\n", + "# immediately capture its PID\n", + "echo $! > gpu_hammer.pid\n", + "\n", + "echo \"Started gpu_hammer.py with PID $(cat gpu_hammer.pid)\"" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "BjMbnLyq6sjZ", + "outputId": "8d3d93fc-a1f0-4296-eb78-54deb154428c" + }, + "execution_count": 62, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Started gpu_hammer.py with PID 10067\n" + ] + } + ] + }, + { + "cell_type": "code", + "source": [], + "metadata": { + "id": "tXgUCO5n7lSy" + }, + "execution_count": null, + "outputs": [] + } + ] +} \ No newline at end of file