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metadata
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
  - tuscaloosa-al
  - restaurants
pretty_name: All Restaurants in Tuscaloosa (Metro), Alabama, US
size_categories:
  - n<1K

All Restaurants in Tuscaloosa (Metro), Alabama, US

Free sample dataset from BeamStation

This dataset provides a complete metro export of every restaurant operating in the Tuscaloosa, Alabama area. It contains 232 records, each representing a distinct establishment and includes all available columns from the source profiles. The data is refreshed on a weekly basis, ensuring users have access to the most current information about the local dining scene. Researchers, market analysts, food‑service consultants, and developers building location‑based applications can use this collection to study market density, evaluate competition, or power recommendation engines. Because the file includes every profile column, users can examine details such as cuisine type, address, contact information, and any other attributes captured in the source. The URL for direct access is https://beamstation.com/datasets/141391/. This resource is ideal for anyone needing a reliable, up‑to‑date snapshot of Tuscaloosa’s restaurant landscape without needing to aggregate multiple sources.

Dataset Details

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

Usage

from datasets import load_dataset
ds = load_dataset("beamstation/all-restaurants-in-tuscaloosa-metro-alabama-us-141391")

Get the Full Dataset

This is a free sample with masked email and phone data. The full dataset with 232 records and unmasked contact data is available at:

All Restaurants in Tuscaloosa (Metro), Alabama, US on BeamStation

License

This sample is provided for evaluation purposes under the BeamStation Terms of Service.