Datasets:

beamstation
/

tech-ready-restaurants-san-francisco-oakland-fremont-metro-ca-145335-145335

+---
+license: other
+license_name: beamstation-evaluation-license
+license_link: https://beamstation.com/terms
+task_categories:
+- tabular-classification
+language:
+- en
+tags:
+- restaurants
+- business-data
+- market-intelligence
+- united-states
+- san-francisco-oakland-fremont
+- restaurants
+pretty_name: "Tech-Ready Restaurants in the San Francisco-Oakland-Fremont Metro Area, CA, US"
+size_categories:
+- n<1K
+---
+# Tech-Ready Restaurants in the San Francisco-Oakland-Fremont Metro Area, CA, US
+**Free sample dataset from [BeamStation](https://beamstation.com/datasets/145335/)**
+The dataset lists tech‑ready restaurants in the San Francisco‑Oakland‑Fremont metropolitan area of California, United States. Each entry represents an establishment that is well‑established and shows strong recent customer sentiment, yet does not currently offer online reservation or online ordering capabilities. This combination signals a clear opportunity for technology adoption and modernization. The collection contains 81 records and is updated on a weekly basis to keep the information current. Users such as technology vendors, consultants, or investors looking to target restaurants that are primed for digital upgrades can use this list to identify prospects, prioritize outreach, and evaluate market potential. The data can be accessed directly via the URL provided.
+## Dataset Details
+| Field | Value |
+|-------|-------|
+| **Full dataset** | [81 records](https://beamstation.com/datasets/145335/) |
+| **Sample size** | 8 records |
+| **Location** | San Francisco-Oakland-Fremont, CA |
+| **Category** | Restaurants |
+| **Updated** | weekly |
+| **Format** | CSV |
+| **Columns** | beam_id, title, category_main_group, category_sub_group, category, categories, address, street, city, state, ... (498 total) |
+## Column List
+| # | Column |
+|---|--------|
+| 1 | `beam_id` |
+| 2 | `title` |
+| 3 | `category_main_group` |
+| 4 | `category_sub_group` |
+| 5 | `category` |
+| 6 | `categories` |
+| 7 | `address` |
+| 8 | `street` |
+| 9 | `city` |
+| 10 | `state` |
+| 11 | `borough` |
+| 12 | `neighborhood` |
+| 13 | `postal_code` |
+| 14 | `country` |
+| 15 | `address_verified` |
+| 16 | `latitude` |
+| 17 | `longitude` |
+| 18 | `timezone` |
+| 19 | `phone` |
+| 20 | `price_level` |
+| 21 | `business_status` |
+| 22 | `has_open_hours` |
+| 23 | `has_price` |
+| 24 | `census_place` |
+| 25 | `verified_census_city` |
+| 26 | `beam_location_name` |
+| 27 | `beam_state_code` |
+| 28 | `beam_country_code` |
+| 29 | `website_protocol` |
+| 30 | `website` |
+| 31 | `website_normalized` |
+| 32 | `website_domain` |
+| 33 | `website_domain_tld` |
+| 34 | `website_domain_age` |
+| 35 | `website_domain_registered` |
+| 36 | `website_domain_expires` |
+| 37 | `website_domain_registrar` |
+| 38 | `emails_list` |
+| 39 | `emails_list_website_domain` |
+| 40 | `emails_count` |
+| 41 | `emails_deliverable_count` |
+| 42 | `emails_risky_count` |
+| 43 | `description` |
+| 44 | `has_about` |
+| 45 | `has_description` |
+| 46 | `rating` |
+| 47 | `reviews_total_count` |
+| 48 | `reviews_per_rating` |
+| 49 | `service_options` |
+| 50 | `highlights` |
+| 51 | `popular_for` |
+| 52 | `accessibility` |
+| 53 | `offerings` |
+| 54 | `dining_options` |
+| 55 | `amenities` |
+| 56 | `atmosphere` |
+| 57 | `crowd` |
+| 58 | `planning` |
+| 59 | `payments` |
+| 60 | `children` |
+| 61 | `has_popular_times` |
+| 62 | `has_website` |
+| 63 | `has_email` |
+| 64 | `has_social` |
+| 65 | `has_phone` |
+| 66 | `socials_count` |
+| 67 | `first_social_post_date` |
+| 68 | `last_social_post_date` |
+| 69 | `first_social_post_days` |
+| 70 | `last_social_post_days` |
+| 71 | `social_post_count` |
+| 72 | `first_social_post_days_min` |
+| 73 | `first_social_post_days_max` |
+| 74 | `last_social_post_days_min` |
+| 75 | `last_social_post_days_max` |
+| 76 | `social_profile_instagram` |
+| 77 | `social_username_instagram` |
+| 78 | `social_profile_facebook` |
+| 79 | `social_username_facebook` |
+| 80 | `social_profile_twitter` |
+| 81 | `social_username_twitter` |
+| 82 | `social_profile_tiktok` |
+| 83 | `social_username_tiktok` |
+| 84 | `social_profile_linkedin` |
+| 85 | `social_username_linkedin` |
+| 86 | `social_profile_youtube` |
+| 87 | `social_username_youtube` |
+| 88 | `social_profile_github` |
+| 89 | `social_username_github` |
+| 90 | `social_profile_snapchat` |
+| 91 | `social_username_snapchat` |
+| 92 | `social_profile_pinterest` |
+| 93 | `social_username_pinterest` |
+| 94 | `instagram_followers` |
+| 95 | `instagram_engagement_rate` |
+| 96 | `instagram_engagement_rate_1m` |
+| 97 | `instagram_engagement_rate_3m` |
+| 98 | `instagram_engagement_rate_6m` |
+| 99 | `instagram_engagement_rate_12m` |
+| 100 | `instagram_post_count` |
+| 101 | `tiktok_followers` |
+| 102 | `tiktok_video_count` |
+| 103 | `tiktok_heart_count` |
+| 104 | `tiktok_engagement_rate` |
+| 105 | `tiktok_engagement_rate_1m` |
+| 106 | `tiktok_engagement_rate_3m` |
+| 107 | `tiktok_engagement_rate_6m` |
+| 108 | `tiktok_engagement_rate_12m` |
+| 109 | `menu_link` |
+| 110 | `order_links` |
+| 111 | `reservation_link` |
+| 112 | `last_updated_at` |
+| 113 | `beam_cross_social_market_penetration` |
+| 114 | `beam_cross_velocity_quality` |
+| 115 | `beam_cross_social_urgency` |
+| 116 | `beam_cross_per_capita_engagement` |
+| 117 | `beam_cross_market_saturation_lead` |
+| 118 | `beam_cross_population_adjusted_rank` |
+| 119 | `beam_cross_demand_gap_index` |
+| 120 | `beam_rating_score` |
+| 121 | `beam_review_confidence` |
+| 122 | `beam_rating_health` |
+| 123 | `sentiment_avg` |
+| 124 | `sentiment_avg_30d` |
+| 125 | `sentiment_avg_90d` |
+| 126 | `sentiment_avg_180d` |
+| 127 | `sentiment_avg_360d` |
+| 128 | `sentiment_percentile_1km` |
+| 129 | `sentiment_percentile_5km` |
+| 130 | `sentiment_percentile_10km` |
+| 131 | `sentiment_score_90d` |
+| 132 | `sentiment_score_360d` |
+| 133 | `sentiment_positive_pct_30d` |
+| 134 | `sentiment_negative_pct_30d` |
+| 135 | `sentiment_neutral_pct_30d` |
+| 136 | `sentiment_positive_pct_90d` |
+| 137 | `sentiment_negative_pct_90d` |
+| 138 | `sentiment_neutral_pct_90d` |
+| 139 | `sentiment_positive_pct_180d` |
+| 140 | `sentiment_negative_pct_180d` |
+| 141 | `sentiment_neutral_pct_180d` |
+| 142 | `sentiment_positive_pct_360d` |
+| 143 | `sentiment_negative_pct_360d` |
+| 144 | `sentiment_neutral_pct_360d` |
+| 145 | `sentiment_trend_30vs90d` |
+| 146 | `sentiment_trend_90vs360d` |
+| 147 | `sentiment_diff_30vs90d` |
+| 148 | `sentiment_change_360d` |
+| 149 | `sentiment_diff_90vs360d` |
+| 150 | `sentiment_change_pct_360d` |
+| 151 | `reviews_count_30d` |
+| 152 | `reviews_count_90d` |
+| 153 | `reviews_count_180d` |
+| 154 | `reviews_count_360d` |
+| 155 | `review_growth_pct_180d` |
+| 156 | `review_growth_pct_360d` |
+| 157 | `review_growth_pct_90d` |
+| 158 | `beam_score_overall` |
+| 159 | `beam_popularity_percentile` |
+| 160 | `beam_social_presence` |
+| 161 | `beam_data_completeness` |
+| 162 | `beam_price_value` |
+| 163 | `beam_data_freshness` |
+| 164 | `beam_rank_city_category` |
+| 165 | `beam_rank_city_overall` |
+| 166 | `beam_rank_city_reviews` |
+| 167 | `beam_rank_state_category` |
+| 168 | `beam_rank_state_overall` |
+| 169 | `beam_rank_state_reviews` |
+| 170 | `beam_rank_country_category` |
+| 171 | `beam_rank_country_overall` |
+| 172 | `beam_rank_country_reviews` |
+| 173 | `beam_rank_place_global_category` |
+| 174 | `beam_rank_category` |
+| 175 | `beam_rank_competition_1km_category` |
+| 176 | `beam_rank_competition_1km_total` |
+| 177 | `beam_rank_competition_1km_reviews` |
+| 178 | `beam_rank_competition_5km_category` |
+| 179 | `beam_rank_competition_5km_total` |
+| 180 | `beam_rank_competition_5km_reviews` |
+| 181 | `beam_rank_competition_10km_category` |
+| 182 | `beam_rank_competition_10km_total` |
+| 183 | `beam_rank_competition_10km_reviews` |
+| 184 | `beam_export_rank` |
+| 185 | `total_city_category` |
+| 186 | `total_city` |
+| 187 | `total_state_category` |
+| 188 | `total_state` |
+| 189 | `total_country_category` |
+| 190 | `total_country` |
+| 191 | `total_category_global` |
+| 192 | `beam_competitors_10km_competitive_strength` |
+| 193 | `beam_competitors_10km_competitor_avg_sentiment_30d` |
+| 194 | `beam_competitors_10km_competitor_avg_sentiment_90d` |
+| 195 | `beam_competitors_10km_sentiment_diff_30d` |
+| 196 | `beam_competitors_10km_sentiment_diff_90d` |
+| 197 | `beam_competitors_1km_competitive_strength` |
+| 198 | `beam_competitors_1km_competitor_avg_sentiment_30d` |
+| 199 | `beam_competitors_1km_competitor_avg_sentiment_90d` |
+| 200 | `beam_competitors_1km_sentiment_diff_30d` |
+| 201 | `beam_competitors_1km_sentiment_diff_90d` |
+| 202 | `beam_competitors_5km_competitive_strength` |
+| 203 | `beam_competitors_5km_competitor_avg_sentiment_30d` |
+| 204 | `beam_competitors_5km_competitor_avg_sentiment_90d` |
+| 205 | `beam_competitors_5km_sentiment_diff_30d` |
+| 206 | `beam_competitors_5km_sentiment_diff_90d` |
+| 207 | `beam_competitors_10km_competitor_count` |
+| 208 | `beam_competitors_1km_competitor_count` |
+| 209 | `beam_competitors_5km_competitor_count` |
+| 210 | `beam_competitors_1km_rank_by_score` |
+| 211 | `beam_competitors_1km_rank_by_rating` |
+| 212 | `beam_competitors_1km_rank_by_reviews` |
+| 213 | `beam_competitors_1km_score_percentile` |
+| 214 | `beam_competitors_1km_rating_percentile` |
+| 215 | `beam_competitors_1km_reviews_percentile` |
+| 216 | `beam_competitors_1km_health_percentile` |
+| 217 | `beam_competitors_1km_sentiment_percentile` |
+| 218 | `beam_competitors_1km_competitor_avg_score` |
+| 219 | `beam_competitors_1km_competitor_avg_rating` |
+| 220 | `beam_competitors_1km_competitor_avg_reviews` |
+| 221 | `beam_competitors_1km_competitor_avg_health` |
+| 222 | `beam_competitors_1km_competitor_avg_sentiment` |
+| 223 | `beam_competitors_1km_score_diff` |
+| 224 | `beam_competitors_1km_rating_diff` |
+| 225 | `beam_competitors_1km_reviews_diff` |
+| 226 | `beam_competitors_1km_health_diff` |
+| 227 | `beam_competitors_1km_sentiment_diff` |
+| 228 | `beam_competitors_5km_rank_by_score` |
+| 229 | `beam_competitors_5km_rank_by_rating` |
+| 230 | `beam_competitors_5km_rank_by_reviews` |
+| 231 | `beam_competitors_5km_score_percentile` |
+| 232 | `beam_competitors_5km_rating_percentile` |
+| 233 | `beam_competitors_5km_reviews_percentile` |
+| 234 | `beam_competitors_5km_health_percentile` |
+| 235 | `beam_competitors_5km_sentiment_percentile` |
+| 236 | `beam_competitors_5km_competitor_avg_score` |
+| 237 | `beam_competitors_5km_competitor_avg_rating` |
+| 238 | `beam_competitors_5km_competitor_avg_reviews` |
+| 239 | `beam_competitors_5km_competitor_avg_health` |
+| 240 | `beam_competitors_5km_competitor_avg_sentiment` |
+| 241 | `beam_competitors_5km_score_diff` |
+| 242 | `beam_competitors_5km_rating_diff` |
+| 243 | `beam_competitors_5km_reviews_diff` |
+| 244 | `beam_competitors_5km_health_diff` |
+| 245 | `beam_competitors_5km_sentiment_diff` |
+| 246 | `beam_competitors_10km_rank_by_score` |
+| 247 | `beam_competitors_10km_rank_by_rating` |
+| 248 | `beam_competitors_10km_rank_by_reviews` |
+| 249 | `beam_competitors_10km_score_percentile` |
+| 250 | `beam_competitors_1km_competitive_tier` |
+| 251 | `beam_competitors_10km_rating_percentile` |
+| 252 | `beam_competitors_10km_reviews_percentile` |
+| 253 | `beam_competitors_10km_health_percentile` |
+| 254 | `beam_competitors_10km_sentiment_percentile` |
+| 255 | `beam_competitors_5km_competitive_tier` |
+| 256 | `beam_competitors_10km_competitor_avg_score` |
+| 257 | `beam_competitors_10km_competitor_avg_rating` |
+| 258 | `beam_competitors_10km_competitor_avg_reviews` |
+| 259 | `beam_competitors_10km_competitor_avg_health` |
+| 260 | `beam_competitors_10km_competitive_tier` |
+| 261 | `beam_competitors_10km_competitor_avg_sentiment` |
+| 262 | `beam_competitors_10km_score_diff` |
+| 263 | `beam_competitors_10km_rating_diff` |
+| 264 | `beam_competitors_10km_reviews_diff` |
+| 265 | `beam_competitors_10km_health_diff` |
+| 266 | `beam_competitors_10km_sentiment_diff` |
+| 267 | `beam_competitors_1km_total_in_radius` |
+| 268 | `beam_competitors_5km_total_in_radius` |
+| 269 | `beam_competitors_10km_total_in_radius` |
+| 270 | `beam_competitors_1km_avg_distance_m` |
+| 271 | `beam_competitors_1km_closest_competitor_m` |
+| 272 | `beam_competitors_1km_market_type` |
+| 273 | `beam_competitors_1km_review_share` |
+| 274 | `beam_competitors_1km_density_per_sqkm` |
+| 275 | `beam_competitors_1km_tier_below_40` |
+| 276 | `beam_competitors_1km_tier_40_59` |
+| 277 | `beam_competitors_1km_tier_60_79` |
+| 278 | `beam_competitors_1km_tier_80_100` |
+| 279 | `beam_competitors_5km_avg_distance_m` |
+| 280 | `beam_competitors_5km_closest_competitor_m` |
+| 281 | `beam_competitors_5km_market_type` |
+| 282 | `beam_competitors_5km_review_share` |
+| 283 | `beam_competitors_5km_density_per_sqkm` |
+| 284 | `beam_competitors_5km_tier_below_40` |
+| 285 | `beam_competitors_5km_tier_40_59` |
+| 286 | `beam_competitors_5km_tier_60_79` |
+| 287 | `beam_competitors_5km_tier_80_100` |
+| 288 | `beam_competitors_10km_avg_distance_m` |
+| 289 | `beam_competitors_10km_closest_competitor_m` |
+| 290 | `beam_competitors_10km_market_type` |
+| 291 | `beam_competitors_10km_review_share` |
+| 292 | `beam_competitors_10km_density_per_sqkm` |
+| 293 | `beam_competitors_10km_tier_below_40` |
+| 294 | `beam_competitors_10km_tier_40_59` |
+| 295 | `beam_competitors_10km_tier_60_79` |
+| 296 | `beam_competitors_10km_tier_80_100` |
+| 297 | `beam_competitors_city_competitor_avg_sentiment_30d` |
+| 298 | `beam_competitors_city_competitor_avg_sentiment_90d` |
+| 299 | `beam_competitors_city_sentiment_diff_30d` |
+| 300 | `beam_competitors_city_sentiment_diff_90d` |
+| 301 | `beam_competitors_city_competitor_count` |
+| 302 | `beam_competitors_city_total_in_city` |
+| 303 | `beam_competitors_city_rank_by_score` |
+| 304 | `beam_competitors_city_rank_by_rating` |
+| 305 | `beam_competitors_city_rank_by_reviews` |
+| 306 | `beam_competitors_city_score_percentile` |
+| 307 | `beam_competitors_city_rating_percentile` |
+| 308 | `beam_competitors_city_reviews_percentile` |
+| 309 | `beam_competitors_city_health_percentile` |
+| 310 | `beam_competitors_city_sentiment_percentile` |
+| 311 | `beam_competitors_city_competitor_avg_score` |
+| 312 | `beam_competitors_city_competitor_avg_rating` |
+| 313 | `beam_competitors_city_competitor_avg_reviews` |
+| 314 | `beam_competitors_city_competitor_avg_health` |
+| 315 | `beam_competitors_city_competitor_avg_sentiment` |
+| 316 | `beam_competitors_city_score_diff` |
+| 317 | `beam_competitors_city_rating_diff` |
+| 318 | `beam_competitors_city_reviews_diff` |
+| 319 | `beam_competitors_city_health_diff` |
+| 320 | `beam_competitors_city_sentiment_diff` |
+| 321 | `beam_competitors_city_market_type` |
+| 322 | `beam_competitors_city_review_share` |
+| 323 | `beam_competitors_city_density_per_sqkm` |
+| 324 | `beam_competitors_city_tier_below_40` |
+| 325 | `beam_competitors_city_tier_40_59` |
+| 326 | `beam_competitors_city_tier_60_79` |
+| 327 | `beam_competitors_city_tier_80_100` |
+| 328 | `beam_competitors_city_competitive_strength` |
+| 329 | `beam_competitors_city_underserved_score` |
+| 330 | `beam_competitors_city_competition_intensity` |
+| 331 | `beam_competitors_state_competitor_avg_sentiment_30d` |
+| 332 | `beam_competitors_state_competitor_avg_sentiment_90d` |
+| 333 | `beam_competitors_state_sentiment_diff_30d` |
+| 334 | `beam_competitors_state_sentiment_diff_90d` |
+| 335 | `beam_competitors_state_competitor_count` |
+| 336 | `beam_competitors_state_total_in_state` |
+| 337 | `beam_competitors_state_rank_by_score` |
+| 338 | `beam_competitors_state_rank_by_rating` |
+| 339 | `beam_competitors_state_rank_by_reviews` |
+| 340 | `beam_competitors_state_score_percentile` |
+| 341 | `beam_competitors_state_rating_percentile` |
+| 342 | `beam_competitors_state_reviews_percentile` |
+| 343 | `beam_competitors_state_health_percentile` |
+| 344 | `beam_competitors_state_sentiment_percentile` |
+| 345 | `beam_competitors_state_competitor_avg_score` |
+| 346 | `beam_competitors_state_competitor_avg_rating` |
+| 347 | `beam_competitors_state_competitor_avg_reviews` |
+| 348 | `beam_competitors_state_competitor_avg_health` |
+| 349 | `beam_competitors_state_competitor_avg_sentiment` |
+| 350 | `beam_competitors_state_score_diff` |
+| 351 | `beam_competitors_state_rating_diff` |
+| 352 | `beam_competitors_state_reviews_diff` |
+| 353 | `beam_competitors_state_health_diff` |
+| 354 | `beam_competitors_state_sentiment_diff` |
+| 355 | `beam_competitors_state_market_type` |
+| 356 | `beam_competitors_state_review_share` |
+| 357 | `beam_competitors_state_density_per_sqkm` |
+| 358 | `beam_competitors_state_underserved_score` |
+| 359 | `beam_competitors_state_competition_intensity` |
+| 360 | `beam_competitors_state_competitive_strength` |
+| 361 | `beam_competitors_country_competitor_avg_sentiment_30d` |
+| 362 | `beam_competitors_country_competitor_avg_sentiment_90d` |
+| 363 | `beam_competitors_country_sentiment_diff_30d` |
+| 364 | `beam_competitors_country_sentiment_diff_90d` |
+| 365 | `beam_competitors_country_competitor_count` |
+| 366 | `beam_competitors_country_competitor_avg_score` |
+| 367 | `beam_competitors_country_competitor_avg_rating` |
+| 368 | `beam_competitors_country_competitor_avg_reviews` |
+| 369 | `beam_competitors_country_competitor_avg_health` |
+| 370 | `beam_competitors_country_competitor_avg_sentiment` |
+| 371 | `beam_competitors_country_score_diff` |
+| 372 | `beam_competitors_country_rating_diff` |
+| 373 | `beam_competitors_country_reviews_diff` |
+| 374 | `beam_competitors_country_sentiment_diff` |
+| 375 | `beam_competitors_country_score_percentile` |
+| 376 | `beam_competitors_country_rating_percentile` |
+| 377 | `beam_competitors_country_reviews_percentile` |
+| 378 | `beam_competitors_country_health_percentile` |
+| 379 | `beam_competitors_country_sentiment_percentile` |
+| 380 | `beam_competitors_country_rank_by_score` |
+| 381 | `beam_competitors_country_competitive_strength` |
+| 382 | `beam_competitors_country_health_diff` |
+| 383 | `beam_competitors_country_rank_by_rating` |
+| 384 | `beam_competitors_country_rank_by_reviews` |
+| 385 | `beam_competitors_country_tier_40_59` |
+| 386 | `beam_competitors_country_tier_60_79` |
+| 387 | `beam_competitors_country_tier_80_100` |
+| 388 | `beam_competitors_country_tier_below_40` |
+| 389 | `beam_competitors_country_total_in_country` |
+| 390 | `beam_competitors_city_siblings_competitor_count` |
+| 391 | `beam_competitors_city_siblings_competitor_avg_score` |
+| 392 | `beam_competitors_city_siblings_competitor_avg_rating` |
+| 393 | `beam_competitors_city_siblings_competitor_avg_reviews` |
+| 394 | `beam_competitors_city_siblings_competitor_avg_health` |
+| 395 | `beam_competitors_city_siblings_competitor_avg_sentiment` |
+| 396 | `beam_competitors_city_siblings_score_diff` |
+| 397 | `beam_competitors_city_siblings_rating_diff` |
+| 398 | `beam_competitors_city_siblings_reviews_diff` |
+| 399 | `beam_competitors_city_siblings_sentiment_diff` |
+| 400 | `beam_competitors_city_siblings_score_percentile` |
+| 401 | `beam_competitors_city_siblings_rating_percentile` |
+| 402 | `beam_competitors_city_siblings_reviews_percentile` |
+| 403 | `beam_competitors_city_siblings_health_percentile` |
+| 404 | `beam_competitors_city_siblings_sentiment_percentile` |
+| 405 | `beam_competitors_city_siblings_rank_by_score` |
+| 406 | `beam_competitors_city_siblings_competitor_avg_recommend_pct` |
+| 407 | `beam_competitors_city_siblings_recommend_pct_diff` |
+| 408 | `beam_competitors_city_siblings_recommend_pct_percentile` |
+| 409 | `beam_competitors_city_siblings_total_siblings` |
+| 410 | `beam_competitors_city_businesses_per_10k_pop` |
+| 411 | `beam_competitors_city_population_per_business` |
+| 412 | `beam_competitors_city_population_density` |
+| 413 | `beam_competitors_city_reviews_per_capita` |
+| 414 | `beam_competitors_city_reviews_per_10k_pop` |
+| 415 | `beam_competitors_state_businesses_per_10k_pop` |
+| 416 | `beam_competitors_state_population_per_business` |
+| 417 | `beam_competitors_state_population_density` |
+| 418 | `beam_competitors_state_reviews_per_capita` |
+| 419 | `beam_competitors_state_reviews_per_10k_pop` |
+| 420 | `beam_competitors_1km_hhi_contribution` |
+| 421 | `beam_competitors_1km_hhi_minimum` |
+| 422 | `beam_competitors_5km_hhi_contribution` |
+| 423 | `beam_competitors_5km_hhi_minimum` |
+| 424 | `beam_competitors_10km_hhi_contribution` |
+| 425 | `beam_competitors_10km_hhi_minimum` |
+| 426 | `beam_competitors_city_hhi_contribution` |
+| 427 | `beam_competitors_city_hhi_minimum` |
+| 428 | `beam_competitors_state_hhi_contribution` |
+| 429 | `beam_competitors_state_hhi_minimum` |
+| 430 | `beam_trends_score_30d_beam_score_overall` |
+| 431 | `beam_trends_score_30d_rating` |
+| 432 | `beam_trends_score_30d_review_count` |
+| 433 | `beam_trends_score_30d_beam_rating_health` |
+| 434 | `beam_trends_score_30d_beam_popularity_percentile` |
+| 435 | `beam_trends_score_90d_beam_score_overall` |
+| 436 | `beam_trends_score_90d_rating` |
+| 437 | `beam_trends_score_90d_review_count` |
+| 438 | `beam_trends_score_90d_beam_rating_health` |
+| 439 | `beam_trends_score_90d_beam_popularity_percentile` |
+| 440 | `beam_trends_competitive_1km_30d_strength_change` |
+| 441 | `beam_trends_competitive_1km_30d_rank_change` |
+| 442 | `beam_trends_competitive_1km_30d_percentile_change` |
+| 443 | `beam_trends_competitive_1km_90d_strength_change` |
+| 444 | `beam_trends_competitive_1km_90d_rank_change` |
+| 445 | `beam_trends_competitive_1km_90d_percentile_change` |
+| 446 | `beam_trends_competitive_5km_30d_strength_change` |
+| 447 | `beam_trends_competitive_5km_30d_rank_change` |
+| 448 | `beam_trends_competitive_5km_30d_percentile_change` |
+| 449 | `beam_trends_competitive_5km_90d_strength_change` |
+| 450 | `beam_trends_competitive_5km_90d_rank_change` |
+| 451 | `beam_trends_competitive_5km_90d_percentile_change` |
+| 452 | `beam_trends_competitive_10km_30d_strength_change` |
+| 453 | `beam_trends_competitive_10km_30d_rank_change` |
+| 454 | `beam_trends_competitive_10km_30d_percentile_change` |
+| 455 | `beam_trends_competitive_10km_90d_strength_change` |
+| 456 | `beam_trends_competitive_10km_90d_rank_change` |
+| 457 | `beam_trends_competitive_10km_90d_percentile_change` |
+| 458 | `beam_trends_competitive_city_30d_strength_change` |
+| 459 | `beam_trends_competitive_city_30d_rank_change` |
+| 460 | `beam_trends_competitive_city_30d_percentile_change` |
+| 461 | `beam_trends_competitive_city_90d_strength_change` |
+| 462 | `beam_trends_competitive_city_90d_rank_change` |
+| 463 | `beam_trends_competitive_city_90d_percentile_change` |
+| 464 | `beam_trends_competitive_state_30d_strength_change` |
+| 465 | `beam_trends_competitive_state_30d_rank_change` |
+| 466 | `beam_trends_competitive_state_30d_percentile_change` |
+| 467 | `beam_trends_competitive_state_90d_strength_change` |
+| 468 | `beam_trends_competitive_state_90d_rank_change` |
+| 469 | `beam_trends_competitive_state_90d_percentile_change` |
+| 470 | `beam_trends_sentiment_current_sentiment` |
+| 471 | `beam_trends_sentiment_positive_ratio` |
+| 472 | `beam_trends_sentiment_negative_ratio` |
+| 473 | `beam_trends_sentiment_review_count` |
+| 474 | `beam_trends_velocity_reviews_per_day` |
+| 475 | `beam_trends_velocity_reviews_per_month` |
+| 476 | `beam_trends_velocity_percentile_city` |
+| 477 | `beam_trends_velocity_percentile_state` |
+| 478 | `beam_trends_velocity_trend` |
+| 479 | `beam_velocity_reviews_per_day` |
+| 480 | `beam_velocity_reviews_per_week` |
+| 481 | `beam_velocity_reviews_per_month` |
+| 482 | `beam_velocity_reviews_last_30d` |
+| 483 | `beam_velocity_reviews_last_90d` |
+| 484 | `beam_velocity_reviews_last_365d` |
+| 485 | `beam_velocity_percentile_1km` |
+| 486 | `beam_velocity_percentile_5km` |
+| 487 | `beam_velocity_percentile_10km` |
+| 488 | `beam_velocity_percentile_city` |
+| 489 | `beam_velocity_percentile_state` |
+| 490 | `beam_velocity_rank_1km` |
+| 491 | `beam_velocity_rank_5km` |
+| 492 | `beam_velocity_rank_10km` |
+| 493 | `beam_velocity_rank_city` |
+| 494 | `beam_velocity_rank_state` |
+| 495 | `beam_velocity_trend` |
+| 496 | `beam_velocity_change_30d` |
+| 497 | `beam_velocity_change_90d` |
+| 498 | `beam_trends_sentiment_recommend_pct` |
+## Usage
+```python
+from datasets import load_dataset
+ds = load_dataset("beamstation/tech-ready-restaurants-in-the-san-francisco-oakland-fremont-metro-area-ca-us-145335")
+```
+## Get the Full Dataset
+This is a free sample with masked email and phone data. The full dataset with 81 records and unmasked contact data is available at:
+**[Tech-Ready Restaurants in the San Francisco-Oakland-Fremont Metro Area, CA, US on BeamStation](https://beamstation.com/datasets/145335/)**
+## License
+This sample is provided for evaluation purposes under the [BeamStation Terms of Service](https://beamstation.com/terms).