x-app-reviews / data /summary.json
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{
"title": "X (Twitter) App Reviews Before and After the Musk Acquisition",
"snapshotDate": "2026-07-16",
"acquisitionDate": "2022-10-27",
"rebrandDate": "2023-07-23",
"source": "Crawlora",
"homepage": "https://crawlora.net",
"repository": "https://github.com/Crawlora-org/x-app-reviews-data",
"license": "CC-BY-4.0",
"companionStudy": "https://crawlora.net/blog/x-app-reviews-before-after-musk",
"corpus": {
"appStore": 49723,
"googlePlay": 42365,
"combined": 92088,
"appStoreCountries": 78
},
"englishSubset": {
"n": 10861,
"beforeN": 2735,
"afterN": 8126,
"themes": {
"elon_musk": {
"before_pct": 0.8,
"after_pct": 16.4,
"before_n": 23,
"after_n": 1333
},
"free_speech_praise": {
"before_pct": 3.2,
"after_pct": 7.4,
"before_n": 87,
"after_n": 605
},
"censorship_bias_complaint": {
"before_pct": 7.7,
"after_pct": 6.6,
"before_n": 211,
"after_n": 537
},
"premium_pricing": {
"before_pct": 3.2,
"after_pct": 9.2,
"before_n": 87,
"after_n": 744
},
"bots_spam": {
"before_pct": 2.3,
"after_pct": 6.4,
"before_n": 64,
"after_n": 522
},
"trolls_hate": {
"before_pct": 6.7,
"after_pct": 8.0,
"before_n": 183,
"after_n": 654
},
"ads": {
"before_pct": 2.3,
"after_pct": 3.1,
"before_n": 64,
"after_n": 249
},
"bugs_reliability": {
"before_pct": 10.5,
"after_pct": 8.7,
"before_n": 288,
"after_n": 705
},
"account_ban": {
"before_pct": 9.2,
"after_pct": 8.2,
"before_n": 251,
"after_n": 670
},
"algorithm_feed": {
"before_pct": 9.9,
"after_pct": 8.3,
"before_n": 270,
"after_n": 673
},
"porn_explicit": {
"before_pct": 1.0,
"after_pct": 2.0,
"before_n": 27,
"after_n": 161
},
"crypto_payments": {
"before_pct": 0.2,
"after_pct": 1.0,
"before_n": 5,
"after_n": 81
},
"grok_ai": {
"before_pct": 0.1,
"after_pct": 4.6,
"before_n": 4,
"after_n": 371
},
"quality_praise": {
"before_pct": 12.0,
"after_pct": 7.1,
"before_n": 328,
"after_n": 576
}
}
},
"starByYearEnglish": {
"2011": 3.0,
"2012": 3.25,
"2013": 4.15,
"2014": 4.67,
"2015": 4.25,
"2016": 3.67,
"2017": 3.86,
"2018": 3.31,
"2019": 3.91,
"2020": 3.92,
"2021": 3.74,
"2022": 3.86,
"2023": 3.01,
"2024": 3.25,
"2025": 2.96,
"2026": 2.91
},
"starByYearEnglishN": {
"2011": 1,
"2012": 8,
"2013": 34,
"2014": 15,
"2015": 8,
"2016": 3,
"2017": 69,
"2018": 225,
"2019": 442,
"2020": 723,
"2021": 658,
"2022": 792,
"2023": 1290,
"2024": 1268,
"2025": 1347,
"2026": 3978
},
"starByYearAll": {
"2009": 4.82,
"2010": 4.34,
"2011": 3.12,
"2012": 3.32,
"2013": 4.3,
"2014": 4.27,
"2015": 3.85,
"2016": 4.13,
"2017": 3.84,
"2018": 3.4,
"2019": 3.99,
"2020": 3.67,
"2021": 3.29,
"2022": 3.56,
"2023": 2.66,
"2024": 2.99,
"2025": 2.84,
"2026": 2.84
},
"ratingSnapshots": [
{
"date": "2022-10-28",
"score": 4.6,
"ratings": 6600000,
"developer": "Twitter, Inc.",
"note": "deal closed"
},
{
"date": "2024-05-30",
"score": 4.6,
"ratings": 8600000,
"developer": "X Corp.",
"note": "rebranded to X"
},
{
"date": "2026-07-16",
"score": 4.6,
"ratings": 11000000,
"developer": "X Corp.",
"note": "today / xAI era"
}
]
}