Datasets:
beam_id stringclasses 5
values | title stringclasses 5
values | category_main_group stringclasses 1
value | category_sub_group stringclasses 1
value | category stringclasses 3
values | categories stringclasses 5
values | address stringclasses 5
values | street stringclasses 5
values | city stringclasses 2
values | state stringclasses 1
value | borough stringclasses 2
values | neighborhood stringclasses 1
value | postal_code int64 20.9k 21.2k | country stringclasses 1
value | address_verified bool 1
class | latitude float64 39.1 39.4 | longitude float64 -77.12 -76.6 | timezone stringclasses 1
value | phone stringclasses 5
values | price_level int64 1 3 | business_status stringclasses 1
value | has_open_hours bool 1
class | has_price bool 1
class | census_place stringclasses 3
values | verified_census_city bool 1
class | beam_location_name stringclasses 2
values | beam_state_code stringclasses 1
value | beam_country_code stringclasses 1
value | website_protocol stringclasses 1
value | website stringclasses 5
values | website_normalized stringclasses 5
values | website_domain stringclasses 5
values | website_domain_tld stringclasses 1
value | website_domain_age int64 3.53k 10.8k | website_domain_registered stringdate 1996-07-30 00:00:00 2016-08-03 00:00:00 | website_domain_expires stringdate 2026-07-29 00:00:00 2027-12-24 00:00:00 | website_domain_registrar stringclasses 4
values | emails_list stringclasses 4
values | emails_list_website_domain stringclasses 1
value | emails_count int64 0 35 | emails_deliverable_count int64 0 35 | emails_risky_count int64 0 5 | description stringclasses 4
values | has_about bool 1
class | has_description bool 2
classes | rating float64 4.09 4.8 | reviews_total_count int64 2.43k 6.12k | reviews_per_rating stringclasses 5
values | service_options stringclasses 4
values | highlights stringclasses 5
values | popular_for stringclasses 2
values | accessibility stringclasses 2
values | offerings stringclasses 5
values | dining_options stringclasses 4
values | amenities stringclasses 3
values | atmosphere stringclasses 5
values | crowd stringclasses 4
values | planning stringclasses 3
values | payments stringclasses 1
value | children stringclasses 4
values | has_popular_times bool 1
class | has_website bool 1
class | has_email stringclasses 1
value | has_social bool 2
classes | has_phone bool 1
class | socials_count int64 0 7 | first_social_post_date stringdate 2022-10-12 00:00:00 2025-11-21 00:00:00 ⌀ | last_social_post_date stringdate 2026-02-15 00:00:00 2026-03-04 00:00:00 ⌀ | first_social_post_days float64 138 1.27k ⌀ | last_social_post_days float64 35 52 ⌀ | social_post_count float64 24 95 ⌀ | first_social_post_days_min float64 138 1.27k ⌀ | first_social_post_days_max float64 138 1.27k ⌀ | last_social_post_days_min float64 35 52 ⌀ | last_social_post_days_max float64 35 52 ⌀ | social_profile_instagram stringclasses 4
values | social_username_instagram stringclasses 4
values | social_profile_facebook stringclasses 4
values | social_username_facebook stringclasses 4
values | social_profile_twitter stringclasses 4
values | social_username_twitter stringclasses 4
values | social_profile_tiktok stringclasses 3
values | social_username_tiktok stringclasses 3
values | social_profile_linkedin stringclasses 3
values | social_username_linkedin stringclasses 3
values | social_profile_youtube stringclasses 1
value | social_username_youtube stringclasses 1
value | social_profile_github stringclasses 1
value | social_username_github stringclasses 1
value | social_profile_snapchat float64 | social_username_snapchat float64 | social_profile_pinterest float64 | social_username_pinterest float64 | instagram_followers float64 15.1k 372k ⌀ | instagram_engagement_rate float64 0.03 1.75 ⌀ | instagram_engagement_rate_1m float64 | instagram_engagement_rate_3m float64 0.03 0.32 ⌀ | instagram_engagement_rate_6m float64 0.03 1.75 ⌀ | instagram_engagement_rate_12m float64 0.03 1.75 ⌀ | instagram_post_count float64 1.38k 2.05k ⌀ | tiktok_followers float64 638 257k ⌀ | tiktok_video_count float64 174 376 ⌀ | tiktok_heart_count float64 16.4k 1.2M ⌀ | tiktok_engagement_rate float64 2.32 3.45 ⌀ | tiktok_engagement_rate_1m float64 | tiktok_engagement_rate_3m float64 0.29 3.92 ⌀ | tiktok_engagement_rate_6m float64 0.96 5.23 ⌀ | tiktok_engagement_rate_12m float64 1.23 4.6 ⌀ | menu_link stringclasses 5
values | order_links stringclasses 1
value | reservation_link stringclasses 1
value | last_updated_at stringdate 2026-04-06 16:04:12 2026-04-07 00:43:51 | beam_cross_social_market_penetration float64 0 114 | beam_cross_velocity_quality float64 0 0.28 | beam_cross_social_urgency float64 0 4.7 | beam_cross_per_capita_engagement float64 3.57k 22k | beam_cross_market_saturation_lead float64 24.8 144 | beam_cross_population_adjusted_rank float64 41.1 73.7 | beam_cross_demand_gap_index float64 0.26 2.35 | beam_rating_score float64 81.8 96 | beam_review_confidence float64 100 100 | beam_rating_health float64 75.3 95.2 | sentiment_avg float64 0.51 0.89 | sentiment_avg_30d float64 | sentiment_avg_90d float64 0.25 0.89 | sentiment_avg_180d float64 0.17 0.84 | sentiment_avg_360d float64 0.17 0.85 | sentiment_percentile_1km float64 0.32 0.89 | sentiment_percentile_5km float64 0.07 0.88 | sentiment_percentile_10km float64 0.13 0.73 | sentiment_score_90d float64 62.7 94.4 | sentiment_score_360d float64 58.5 92.4 | sentiment_positive_pct_30d float64 | sentiment_negative_pct_30d float64 | sentiment_neutral_pct_30d float64 | sentiment_positive_pct_90d float64 40 95.4 | sentiment_negative_pct_90d float64 0 28.6 | sentiment_neutral_pct_90d float64 0 60 | sentiment_positive_pct_180d float64 46.5 94 | sentiment_negative_pct_180d float64 4.08 12.8 | sentiment_neutral_pct_180d float64 0.36 49.3 | sentiment_positive_pct_360d float64 47.2 94.1 | sentiment_negative_pct_360d float64 4 12.6 | sentiment_neutral_pct_360d float64 0.36 48.6 | sentiment_trend_30vs90d stringclasses 1
value | sentiment_trend_90vs360d stringclasses 2
values | sentiment_diff_30vs90d float64 | sentiment_change_360d float64 -2 4.2 | sentiment_diff_90vs360d float64 -0.04 0.08 | sentiment_change_pct_360d float64 -2.6 7.2 | reviews_count_30d int64 0 0 | reviews_count_90d int64 5 442 | reviews_count_180d int64 63 554 | reviews_count_360d int64 64 556 | review_growth_pct_180d float64 -85.9 59.6 | review_growth_pct_360d float64 -72.2 218 | review_growth_pct_90d float64 -100 -100 | beam_score_overall float64 65.1 83.5 | beam_popularity_percentile float64 9.5 32.8 | beam_social_presence int64 0 96 | beam_data_completeness int64 67 100 | beam_price_value float64 69.8 94.1 | beam_data_freshness float64 98 100 | beam_rank_city_category int64 1 14 | beam_rank_city_overall int64 449 4.3k | beam_rank_city_reviews int64 1 17 | beam_rank_state_category int64 1 42 | beam_rank_state_overall int64 3.25k 15k | beam_rank_state_reviews int64 2 52 | beam_rank_country_category int64 111 2.6k | beam_rank_country_overall int64 212k 932k | beam_rank_country_reviews int64 159 3.24k | beam_rank_place_global_category int64 115 2.69k | beam_rank_category int64 1 14 | beam_rank_competition_1km_category int64 11.5k 408k | beam_rank_competition_1km_total int64 8 101 | beam_rank_competition_1km_reviews int64 30.5k 461k | beam_rank_competition_5km_category int64 43.5k 375k | beam_rank_competition_5km_total int64 101 124 | beam_rank_competition_5km_reviews int64 160k 464k | beam_rank_competition_10km_category int64 81.6k 437k | beam_rank_competition_10km_total int64 95 176 | beam_rank_competition_10km_reviews int64 116k 582k | beam_export_rank int64 5 43 | total_city_category int64 624 4.01k | total_city int64 1.15k 7.46k | total_state_category int64 13.3k 13.3k | total_state int64 25.9k 25.9k | total_country_category int64 734k 734k | total_country int64 1.46M 1.46M | total_category_global int64 734k 734k | beam_competitors_10km_competitive_strength float64 0.41 0.84 | beam_competitors_10km_competitor_avg_sentiment_30d float64 0.04 0.17 | beam_competitors_10km_competitor_avg_sentiment_90d float64 0.19 0.49 | beam_competitors_10km_sentiment_diff_30d float64 -0.17 -0.04 | beam_competitors_10km_sentiment_diff_90d float64 -0.17 0.68 | beam_competitors_1km_competitive_strength float64 0.51 0.97 | beam_competitors_1km_competitor_avg_sentiment_30d float64 0.02 0.11 | beam_competitors_1km_competitor_avg_sentiment_90d float64 0.25 0.61 | beam_competitors_1km_sentiment_diff_30d float64 -0.11 -0.02 | beam_competitors_1km_sentiment_diff_90d float64 -0.23 0.61 | beam_competitors_5km_competitive_strength float64 0.45 0.87 | beam_competitors_5km_competitor_avg_sentiment_30d float64 0.04 0.14 | beam_competitors_5km_competitor_avg_sentiment_90d float64 0.19 0.49 | beam_competitors_5km_sentiment_diff_30d float64 -0.14 -0.04 | beam_competitors_5km_sentiment_diff_90d float64 -0.23 0.66 | beam_competitors_10km_competitor_count int64 94 175 | beam_competitors_1km_competitor_count int64 7 100 | beam_competitors_5km_competitor_count int64 100 123 | beam_competitors_1km_rank_by_score int64 11.5k 408k | beam_competitors_1km_rank_by_rating int64 21.1k 463k | beam_competitors_1km_rank_by_reviews int64 30.5k 461k | beam_competitors_1km_score_percentile float64 0.45 0.98 | beam_competitors_1km_rating_percentile float64 0.37 0.97 | beam_competitors_1km_reviews_percentile float64 0.38 0.96 | beam_competitors_1km_health_percentile float64 0.46 0.97 | beam_competitors_1km_sentiment_percentile float64 0.32 0.89 | beam_competitors_1km_competitor_avg_score float64 40.9 55 | beam_competitors_1km_competitor_avg_rating float64 0.54 2.26 | beam_competitors_1km_competitor_avg_reviews int64 418 1.41k | beam_competitors_1km_competitor_avg_health float64 14.2 43.7 | beam_competitors_1km_competitor_avg_sentiment float64 0.43 0.64 | beam_competitors_1km_score_diff float64 -20.4 8.7 | beam_competitors_1km_rating_diff float64 -1.89 -0.45 | beam_competitors_1km_reviews_diff int64 1.73k 7.41k | beam_competitors_1km_health_diff float64 -41.6 -12.9 | beam_competitors_1km_sentiment_diff float64 -0.04 0.45 | beam_competitors_5km_rank_by_score int64 43.5k 375k | beam_competitors_5km_rank_by_rating int64 115k 615k | beam_competitors_5km_rank_by_reviews int64 160k 464k | beam_competitors_5km_score_percentile float64 0.5 0.94 | beam_competitors_5km_rating_percentile float64 0.18 0.85 | beam_competitors_5km_reviews_percentile float64 0.39 0.79 | beam_competitors_5km_health_percentile float64 0.09 0.87 | beam_competitors_5km_sentiment_percentile float64 0.07 0.88 | beam_competitors_5km_competitor_avg_score float64 47.2 56.7 | beam_competitors_5km_competitor_avg_rating float64 0.4 1.74 | beam_competitors_5km_competitor_avg_reviews int64 717 1.32k | beam_competitors_5km_competitor_avg_health float64 5.4 30.2 | beam_competitors_5km_competitor_avg_sentiment float64 0.4 0.7 | beam_competitors_5km_score_diff float64 -22.1 2.7 | beam_competitors_5km_rating_diff float64 -1.58 -0.31 | beam_competitors_5km_reviews_diff int64 1.82k 7.19k | beam_competitors_5km_health_diff float64 -24.2 -4.1 | beam_competitors_5km_sentiment_diff float64 0.03 0.39 | beam_competitors_10km_rank_by_score int64 81.6k 437k | beam_competitors_10km_rank_by_rating int64 120k 612k | beam_competitors_10km_rank_by_reviews int64 116k 582k | beam_competitors_10km_score_percentile float64 0.41 0.89 | beam_competitors_1km_competitive_tier stringclasses 3
values | beam_competitors_10km_rating_percentile float64 0.18 0.84 | beam_competitors_10km_reviews_percentile float64 0.23 0.85 | beam_competitors_10km_health_percentile float64 0.15 0.81 | beam_competitors_10km_sentiment_percentile float64 0.13 0.73 | beam_competitors_5km_competitive_tier stringclasses 3
values | beam_competitors_10km_competitor_avg_score float64 48.5 56.7 | beam_competitors_10km_competitor_avg_rating float64 0.43 1.8 | beam_competitors_10km_competitor_avg_reviews int64 609 1.82k | beam_competitors_10km_competitor_avg_health float64 6.8 27.1 | beam_competitors_10km_competitive_tier stringclasses 2
values | beam_competitors_10km_competitor_avg_sentiment float64 0.47 0.69 | beam_competitors_10km_score_diff float64 -22.1 1.3 | beam_competitors_10km_rating_diff float64 -1.64 -0.34 | beam_competitors_10km_reviews_diff int64 1.75k 7.12k | beam_competitors_10km_health_diff float64 -24.6 -5.5 | beam_competitors_10km_sentiment_diff float64 -0.14 0.38 | beam_competitors_1km_total_in_radius int64 8 101 | beam_competitors_5km_total_in_radius int64 101 124 | beam_competitors_10km_total_in_radius int64 95 176 | beam_competitors_1km_avg_distance_m int64 229 698 | beam_competitors_1km_closest_competitor_m int64 0 65 | beam_competitors_1km_market_type stringclasses 2
values | beam_competitors_1km_review_share float64 0.02 0.59 | beam_competitors_1km_density_per_sqkm float64 2.23 31.8 | beam_competitors_1km_tier_below_40 float64 8 51.2 | beam_competitors_1km_tier_40_59 float64 14.3 49.5 | beam_competitors_1km_tier_60_79 float64 3.6 57.1 | beam_competitors_1km_tier_80_100 float64 0 0 | beam_competitors_5km_avg_distance_m int64 2.16k 3.52k | beam_competitors_5km_closest_competitor_m int64 1.01k 1.11k | beam_competitors_5km_market_type stringclasses 1
value | beam_competitors_5km_review_share float64 0.02 0.08 | beam_competitors_5km_density_per_sqkm float64 1.27 1.57 | beam_competitors_5km_tier_below_40 float64 3 24.8 | beam_competitors_5km_tier_40_59 float64 49.6 86 | beam_competitors_5km_tier_60_79 float64 3 41 | beam_competitors_5km_tier_80_100 float64 0 0.9 | beam_competitors_10km_avg_distance_m int64 7.43k 8.28k | beam_competitors_10km_closest_competitor_m int64 5.01k 5.12k | beam_competitors_10km_market_type stringclasses 1
value | beam_competitors_10km_review_share float64 0.02 0.05 | beam_competitors_10km_density_per_sqkm float64 0.3 0.56 | beam_competitors_10km_tier_below_40 float64 1 16.6 | beam_competitors_10km_tier_40_59 float64 54.3 92.6 | beam_competitors_10km_tier_60_79 float64 6.4 42 | beam_competitors_10km_tier_80_100 float64 0 0 | beam_competitors_city_competitor_avg_sentiment_30d float64 0.07 0.18 | beam_competitors_city_competitor_avg_sentiment_90d float64 0.52 0.62 | beam_competitors_city_sentiment_diff_30d float64 -0.18 -0.07 | beam_competitors_city_sentiment_diff_90d float64 -0.36 0.28 | beam_competitors_city_competitor_count int64 100 180 | beam_competitors_city_total_in_city int64 101 181 | beam_competitors_city_rank_by_score int64 188 2.89k | beam_competitors_city_rank_by_rating int64 404 2.87k | beam_competitors_city_rank_by_reviews int64 6 88 | beam_competitors_city_score_percentile float64 0.33 0.77 | beam_competitors_city_rating_percentile float64 0.33 0.41 | beam_competitors_city_reviews_percentile float64 0.98 1 | beam_competitors_city_health_percentile float64 0.33 0.41 | beam_competitors_city_sentiment_percentile float64 0.5 0.97 | beam_competitors_city_competitor_avg_score float64 48.6 56.9 | beam_competitors_city_competitor_avg_rating float64 0.38 1.65 | beam_competitors_city_competitor_avg_reviews int64 1.42k 2.1k | beam_competitors_city_competitor_avg_health float64 5.6 23.7 | beam_competitors_city_competitor_avg_sentiment float64 0.71 0.76 | beam_competitors_city_score_diff float64 -22.2 -2.4 | beam_competitors_city_rating_diff float64 -1.46 -0.29 | beam_competitors_city_reviews_diff int64 1.04k 6.32k | beam_competitors_city_health_diff float64 -20.2 -4.3 | beam_competitors_city_sentiment_diff float64 -0.25 0.18 | beam_competitors_city_market_type stringclasses 1
value | beam_competitors_city_review_share float64 0.01 0.03 | beam_competitors_city_density_per_sqkm float64 0.42 2.84 | beam_competitors_city_tier_below_40 float64 0 5 | beam_competitors_city_tier_40_59 float64 62.6 93 | beam_competitors_city_tier_60_79 float64 2 37.4 | beam_competitors_city_tier_80_100 float64 0 0 | beam_competitors_city_competitive_strength float64 0.53 0.73 | beam_competitors_city_underserved_score float64 0.27 2.38 | beam_competitors_city_competition_intensity float64 0.97 7.24 | beam_competitors_state_competitor_avg_sentiment_30d float64 0.18 0.23 | beam_competitors_state_competitor_avg_sentiment_90d float64 0.67 0.7 | beam_competitors_state_sentiment_diff_30d float64 -0.23 -0.18 | beam_competitors_state_sentiment_diff_90d float64 -0.44 0.2 | beam_competitors_state_competitor_count int64 100 184 | beam_competitors_state_total_in_state int64 101 185 | beam_competitors_state_rank_by_score int64 3.59k 8.87k | beam_competitors_state_rank_by_rating int64 6.73k 9.9k | beam_competitors_state_rank_by_reviews int64 9 291 | beam_competitors_state_score_percentile float64 0.38 0.75 | beam_competitors_state_rating_percentile float64 0.31 0.52 | beam_competitors_state_reviews_percentile float64 0.98 1 | beam_competitors_state_health_percentile float64 0.31 0.52 | beam_competitors_state_sentiment_percentile float64 0.47 0.97 | beam_competitors_state_competitor_avg_score float64 52 57.6 | beam_competitors_state_competitor_avg_rating float64 0.67 1.49 | beam_competitors_state_competitor_avg_reviews int64 1.87k 2.71k | beam_competitors_state_competitor_avg_health float64 8.7 22.2 | beam_competitors_state_competitor_avg_sentiment float64 0.76 0.82 | beam_competitors_state_score_diff float64 -17.7 -5 | beam_competitors_state_rating_diff float64 -1.12 -0.54 | beam_competitors_state_reviews_diff int64 428 6.04k | beam_competitors_state_health_diff float64 -15.4 -6.6 | beam_competitors_state_sentiment_diff float64 -0.3 0.13 | beam_competitors_state_market_type stringclasses 1
value | beam_competitors_state_review_share float64 0.01 0.02 | beam_competitors_state_density_per_sqkm float64 0 0.01 | beam_competitors_state_underserved_score float64 0.67 1.23 | beam_competitors_state_competition_intensity float64 0.08 0.17 | beam_competitors_state_competitive_strength float64 0.6 0.72 | beam_competitors_country_competitor_avg_sentiment_30d float64 0.06 0.06 | beam_competitors_country_competitor_avg_sentiment_90d float64 0.23 0.23 | beam_competitors_country_sentiment_diff_30d float64 -0.06 -0.06 | beam_competitors_country_sentiment_diff_90d float64 0.02 0.65 | beam_competitors_country_competitor_count int64 792k 792k | beam_competitors_country_competitor_avg_score float64 41.1 41.1 | beam_competitors_country_competitor_avg_rating float64 0.94 0.94 | beam_competitors_country_competitor_avg_reviews int64 531 531 | beam_competitors_country_competitor_avg_health float64 20.4 20.4 | beam_competitors_country_competitor_avg_sentiment float64 0.46 0.46 | beam_competitors_country_score_diff float64 -6.5 11.4 | beam_competitors_country_rating_diff float64 -0.85 -0.51 | beam_competitors_country_reviews_diff int64 2.3k 7.38k | beam_competitors_country_sentiment_diff float64 0.05 0.43 | beam_competitors_country_score_percentile float64 0.33 0.81 | beam_competitors_country_rating_percentile float64 0.3 0.56 | beam_competitors_country_reviews_percentile float64 0.98 1 | beam_competitors_country_health_percentile float64 0.27 0.56 | beam_competitors_country_sentiment_percentile float64 0.49 0.95 | beam_competitors_country_rank_by_score int64 147k 531k | beam_competitors_country_competitive_strength float64 0.56 0.79 | beam_competitors_country_health_diff float64 -19.1 -13.4 | beam_competitors_country_rank_by_rating int64 349k 534k | beam_competitors_country_rank_by_reviews int64 1.3k 19.5k | beam_competitors_country_tier_40_59 float64 44.5 44.5 | beam_competitors_country_tier_60_79 float64 8.8 8.8 | beam_competitors_country_tier_80_100 float64 0 0 | beam_competitors_country_tier_below_40 float64 46.7 46.7 | beam_competitors_country_total_in_country int64 792k 792k | beam_competitors_city_siblings_competitor_count int64 591 3.73k | beam_competitors_city_siblings_competitor_avg_score float64 52.4 54 | beam_competitors_city_siblings_competitor_avg_rating float64 4.08 4.16 | beam_competitors_city_siblings_competitor_avg_reviews int64 359 403 | beam_competitors_city_siblings_competitor_avg_health float64 9.4 26.5 | beam_competitors_city_siblings_competitor_avg_sentiment float64 0.48 0.53 | beam_competitors_city_siblings_score_diff float64 -3.7 27.6 | beam_competitors_city_siblings_rating_diff float64 0.18 0.72 | beam_competitors_city_siblings_reviews_diff int64 2.07k 5.76k | beam_competitors_city_siblings_sentiment_diff float64 -0.06 0.4 | beam_competitors_city_siblings_score_percentile float64 0.33 0.99 | beam_competitors_city_siblings_rating_percentile float64 0.4 0.69 | beam_competitors_city_siblings_reviews_percentile float64 1 1 | beam_competitors_city_siblings_health_percentile float64 0.31 0.41 | beam_competitors_city_siblings_sentiment_percentile float64 0.37 0.94 | beam_competitors_city_siblings_rank_by_score int64 37 2.5k | beam_competitors_city_siblings_competitor_avg_recommend_pct float64 64 68.3 | beam_competitors_city_siblings_recommend_pct_diff float64 -35.48 29.7 | beam_competitors_city_siblings_recommend_pct_percentile float64 0.2 0.89 | beam_competitors_city_siblings_total_siblings int64 591 3.73k | beam_competitors_city_businesses_per_10k_pop float64 1.71 14.9 | beam_competitors_city_population_per_business int64 671 5.86k | beam_competitors_city_population_density int64 1.91k 2.46k | beam_competitors_city_reviews_per_capita float64 0.36 2.12 | beam_competitors_city_reviews_per_10k_pop float64 3.57k 21.2k | beam_competitors_state_businesses_per_10k_pop float64 0.16 0.3 | beam_competitors_state_population_per_business int64 33.5k 61.5k | beam_competitors_state_population_density int64 191 191 | beam_competitors_state_reviews_per_capita float64 0.04 0.06 | beam_competitors_state_reviews_per_10k_pop float64 438 566 | beam_competitors_1km_hhi_contribution float64 4.73 3.46k | beam_competitors_1km_hhi_minimum float64 99 1.25k | beam_competitors_5km_hhi_contribution float64 5.38 66.7 | beam_competitors_5km_hhi_minimum float64 80.7 99 | beam_competitors_10km_hhi_contribution float64 4.86 29 | beam_competitors_10km_hhi_minimum float64 56.8 105 | beam_competitors_city_hhi_contribution float64 0.94 10.5 | beam_competitors_city_hhi_minimum float64 55.3 99 | beam_competitors_state_hhi_contribution float64 0.65 5.06 | beam_competitors_state_hhi_minimum float64 54.1 99 | beam_trends_score_30d_beam_score_overall float64 -41.8 -32.8 | beam_trends_score_30d_rating float64 -4.39 -3.96 | beam_trends_score_30d_review_count int64 179 1.79k | beam_trends_score_30d_beam_rating_health float64 -88.5 -73.2 | beam_trends_score_30d_beam_popularity_percentile float64 -83.6 -30 | beam_trends_score_90d_beam_score_overall float64 | beam_trends_score_90d_rating float64 | beam_trends_score_90d_review_count float64 | beam_trends_score_90d_beam_rating_health float64 | beam_trends_score_90d_beam_popularity_percentile float64 | beam_trends_competitive_1km_30d_strength_change float64 -0.05 0.44 | beam_trends_competitive_1km_30d_rank_change int64 -405,756 90.6k | beam_trends_competitive_1km_30d_percentile_change float64 -0.12 0.56 | beam_trends_competitive_1km_90d_strength_change float64 0.51 0.97 | beam_trends_competitive_1km_90d_rank_change int64 11.5k 408k | beam_trends_competitive_1km_90d_percentile_change float64 0.45 0.98 | beam_trends_competitive_5km_30d_strength_change float64 -0.21 0.39 | beam_trends_competitive_5km_30d_rank_change int64 -217,011 211k | beam_trends_competitive_5km_30d_percentile_change float64 -0.28 0.29 | beam_trends_competitive_5km_90d_strength_change float64 0.45 0.87 | beam_trends_competitive_5km_90d_rank_change int64 43.4k 375k | beam_trends_competitive_5km_90d_percentile_change float64 0.5 0.94 | beam_trends_competitive_10km_30d_strength_change float64 -0.25 0.34 | beam_trends_competitive_10km_30d_rank_change int64 -279,611 184k | beam_trends_competitive_10km_30d_percentile_change float64 -0.24 0.38 | beam_trends_competitive_10km_90d_strength_change float64 0.41 0.84 | beam_trends_competitive_10km_90d_rank_change int64 81.5k 437k | beam_trends_competitive_10km_90d_percentile_change float64 0.41 0.89 | beam_trends_competitive_city_30d_strength_change float64 -0.25 -0.13 | beam_trends_competitive_city_30d_rank_change int64 147 1.29k | beam_trends_competitive_city_30d_percentile_change float64 -0.3 -0.22 | beam_trends_competitive_city_90d_strength_change float64 0.53 0.73 | beam_trends_competitive_city_90d_rank_change int64 188 2.89k | beam_trends_competitive_city_90d_percentile_change float64 0.33 0.77 | beam_trends_competitive_state_30d_strength_change float64 -0.29 -0.02 | beam_trends_competitive_state_30d_rank_change int64 1.89k 4.76k | beam_trends_competitive_state_30d_percentile_change float64 -0.34 -0.13 | beam_trends_competitive_state_90d_strength_change float64 0.6 0.72 | beam_trends_competitive_state_90d_rank_change int64 3.59k 8.87k | beam_trends_competitive_state_90d_percentile_change float64 0.38 0.75 | beam_trends_sentiment_current_sentiment float64 0.51 0.89 | beam_trends_sentiment_positive_ratio float64 | beam_trends_sentiment_negative_ratio float64 | beam_trends_sentiment_review_count int64 2.43k 6.12k | beam_trends_velocity_reviews_per_day float64 0 0.07 | beam_trends_velocity_reviews_per_month float64 0 2 | beam_trends_velocity_percentile_city float64 0 0.75 | beam_trends_velocity_percentile_state float64 0 0.73 | beam_trends_velocity_trend stringclasses 1
value | beam_velocity_reviews_per_day float64 0.03 9.4 | beam_velocity_reviews_per_week float64 0.23 65.8 | beam_velocity_reviews_per_month float64 1 282 | beam_velocity_reviews_last_30d int64 1 282 | beam_velocity_reviews_last_90d int64 29 865 | beam_velocity_reviews_last_365d int64 169 6.01k | beam_velocity_percentile_1km float64 0.28 1 | beam_velocity_percentile_5km float64 0.29 1 | beam_velocity_percentile_10km float64 0.29 1 | beam_velocity_percentile_city float64 0.3 1 | beam_velocity_percentile_state float64 0.28 1 | beam_velocity_rank_1km int64 114 529k | beam_velocity_rank_5km int64 115 557k | beam_velocity_rank_10km int64 115 554k | beam_velocity_rank_city int64 1 317 | beam_velocity_rank_state int64 1 1.04k | beam_velocity_trend stringclasses 3
values | beam_velocity_change_30d float64 -1.77 2.56 | beam_velocity_change_90d float64 | beam_trends_sentiment_recommend_pct float64 80.2 94.4 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
E29CNGT2 | Hook & Reel Cajun Seafood & Bar | Food and Drink | Restaurants | Seafood restaurant | Seafood restaurant, Bar, Cajun restaurant, Chicken wings restaurant, Cocktail bar, Crab house, Creole restaurant, Family restaurant, Oyster bar restaurant | 10200 Grand Central Ave, Owings Mills, MD 21117 | 10200 Grand Central Ave | Baltimore | Maryland | null | null | 21,117 | US | true | 39.406081 | -76.780463 | America/New_York | (410) 88*-**** | 2 | null | true | true | Owings Mills | true | Baltimore | Maryland | US | https | https://hookreel.com/location/owingsmills | hookreel.com/location/owingsmills | hookreel.com | com | 3,534 | 2016-08-03 | 2026-08-03 | GoDaddy.com, LLC | purchase_dataset@hookreel.com, purchase_dataset@hookreel.com, purchase_dataset@hookreel.com, purchase_dataset@hookreel.com, purchase_dataset@hookreel.com, purchase_dataset@hrmgtgroup.com, purchase_dataset@hookreel.com, purchase_dataset@hookreel.com, purchase_dataset@hookreel.com, purchase_dataset@hookreel.com, purchase... | realdomain | 12 | 12 | 0 | null | true | false | 4.71 | 2,650 | {"1": 90, "2": 35, "3": 69, "4": 203, "5": 2444} | No-contact delivery, Delivery, Onsite services, Takeout, Dine-in | Fast service, Great beer selection, Great cocktails, Serves local specialty, Sports | Lunch, Dinner, Solo dining | Wheelchair accessible entrance, Wheelchair accessible parking lot, Wheelchair accessible restroom, Wheelchair accessible seating | Alcohol, Beer, Cocktails, Comfort food, Happy hour drinks, Happy hour food, Hard liquor, Late-night food, Small plates, Wine | Lunch, Dinner, Catering, Dessert, Seating, Table service | Bar onsite, Restroom | Casual, Trendy | College students, Family-friendly, Groups, Tourists | Accepts reservations | Credit cards, Debit cards, NFC mobile payments | Good for kids, High chairs, Kids' menu | true | true | purchase_dataset@ | true | true | 5 | 2022-10-12 | 2026-03-04 | 1,274 | 35 | 93 | 1,274 | 1,274 | 35 | 35 | https://www.instagram.com/hookandreel.usa | hookandreel.usa | https://www.facebook.com/hookreelny | hookreelny | https://twitter.com/hook_reel | hook_reel | https://www.tiktok.com/@hookandreel.usa | hookandreel.usa | https://www.linkedin.com/company/hook-reel-inc | hook-reel-inc | null | null | null | null | null | null | null | null | 60,424 | 0.04 | null | 0.03 | 0.04 | 0.04 | 1,375 | 9,288 | 253 | 84,000 | 2.32 | null | 3.92 | 5.23 | 4.6 | https://hookreel.com/wp-content/uploads/2025/08/hr_owingsmillsmd_dinein_2025.pdf | null | null | 2026-04-07T00:43:52.578316+00:00 | 18.47 | 0 | 0 | 5,046.37 | 34.6 | 73.2601 | 1.32 | 94.2 | 100 | 92.8 | 0.8462 | null | 0.8884 | 0.8448 | 0.8472 | 0.5383 | 0.1669 | 0.1323 | 94.4 | 92.4 | null | null | null | 95.36 | 4.64 | 0 | 91.84 | 4.08 | 4.08 | 92 | 4 | 4 | stable | stable | null | 2 | 0.0412 | 2.2 | 0 | 151 | 196 | 200 | 54.1 | 202 | -100 | 79.6 | 9.5 | 80 | 83 | 94.1 | 100 | 10 | 1,225 | 13 | 32 | 4,338 | 41 | 1,990 | 286,985 | 2,489 | 2,068 | 10 | 41,090 | 28 | 391,976 | 270,046 | 114 | 464,011 | 436,575 | 118 | 582,056 | 10 | 4,010 | 7,464 | 13,305 | 25,865 | 734,279 | 1,460,619 | 734,279 | 0.4515 | 0.0434 | 0.1927 | -0.0434 | 0.6848 | 0.8108 | 0.0447 | 0.2857 | -0.0447 | 0.5918 | 0.6242 | 0.0661 | 0.2126 | -0.0661 | 0.6649 | 117 | 27 | 113 | 41,090 | 21,092 | 391,976 | 0.9431 | 0.9712 | 0.4741 | 0.9584 | 0.5383 | 50.8 | 2.26 | 486 | 39.4 | 0.4971 | -1.8 | -1.89 | 2,343 | -32.4 | 0.3491 | 270,046 | 116,948 | 464,011 | 0.6374 | 0.8431 | 0.3877 | 0.8699 | 0.1669 | 49.1 | 1.73 | 717 | 30.2 | 0.4578 | -0.1 | -1.36 | 2,112 | -23.2 | 0.3884 | 436,575 | 199,452 | 582,056 | 0.4112 | Market Leader | 0.7315 | 0.225 | 0.7671 | 0.1323 | Average | 48.5 | 1.42 | 609 | 25.1 | Average | 0.4656 | 0.5 | -1.05 | 2,220 | -18.1 | 0.3806 | 28 | 114 | 118 | 567 | 43 | competitive | 0.1775 | 8.59 | 22.2 | 48.1 | 29.6 | 0 | 2,932 | 1,012 | competitive | 0.0337 | 1.44 | 24.8 | 54.9 | 19.5 | 0.9 | 7,431 | 5,006 | competitive | 0.0382 | 0.37 | 16.2 | 67.5 | 16.2 | 0 | 0.1392 | 0.6017 | -0.1392 | 0.2758 | 179 | 180 | 1,337 | 2,563 | 71 | 0.6874 | 0.4047 | 0.9838 | 0.4051 | 0.9513 | 56.9 | 1.64 | 1,614 | 23.7 | 0.7073 | -7.9 | -1.27 | 1,215 | -16.7 | 0.1389 | competitive | 0.0097 | 0.75 | 0 | 62.6 | 37.4 | 0 | 0.6915 | 1.33 | 1.74 | 0.2299 | 0.6741 | -0.2299 | 0.2034 | 183 | 184 | 4,797 | 9,904 | 188 | 0.6623 | 0.3086 | 0.987 | 0.3112 | 0.9515 | 57.6 | 1.49 | 1,903 | 22.2 | 0.7591 | -8.6 | -1.12 | 926 | -15.2 | 0.0871 | competitive | 0.0081 | 0.0057 | 0.67 | 0.17 | 0.6536 | 0.059 | 0.2307 | -0.059 | 0.6468 | 791,801 | 41.1 | 0.94 | 531 | 20.4 | 0.4595 | 7.9 | -0.57 | 2,298 | 0.3867 | 0.7334 | 0.5469 | 0.9753 | 0.5553 | 0.9235 | 209,025 | 0.75 | -13.4 | 357,382 | 19,513 | 44.5 | 8.8 | 0 | 46.7 | 791,802 | 3,725 | 52.4 | 4.08 | 359 | 26.5 | 0.4757 | 25.4 | 0.72 | 2,291 | 0.3598 | 0.9764 | 0.6941 | 0.9976 | 0.4079 | 0.9036 | 84 | 63.96 | 27.9 | 0.8434 | 3,725 | 3.06 | 3,272 | 2,457 | 0.4932 | 4,931.95 | 0.3 | 33,633 | 191 | 0.0566 | 565.66 | 314.91 | 357.14 | 11.38 | 87.72 | 14.6 | 84.75 | 0.94 | 55.56 | 0.65 | 54.35 | -39.7 | -4.34 | 179 | -85.8 | -73.5 | null | null | null | null | null | 0.25 | -243,913 | 0.337 | 0.81 | 41,089 | 0.943 | 0.28 | -205,594 | 0.277 | 0.62 | 270,045 | 0.637 | 0.21 | -96,301 | 0.133 | 0.45 | 436,574 | 0.411 | -0.25 | 1,290 | -0.301 | 0.69 | 1,337 | 0.687 | -0.29 | 4,758 | -0.335 | 0.65 | 4,797 | 0.662 | 0.8462 | null | null | 2,650 | 0 | 0 | 0 | 0 | decelerating | 4.23 | 29.63 | 127 | 127 | 182 | 501 | 0.998 | 0.999 | 0.999 | 1 | 0.997 | 1,385 | 1,434 | 1,437 | 1 | 2 | accelerating | 2.56 | null | 93.47 |
9TW5XHGL | Fogo de Chão Brazilian Steakhouse | Food and Drink | Restaurants | Brazilian restaurant | Brazilian restaurant, Restaurant, Steak house | 825 Dulaney Valley Rd Ste 1161, Towson, MD 21204 | 825 Dulaney Valley Rd Ste 1161 | Baltimore | Maryland | null | null | 21,204 | US | true | 39.405662 | -76.600823 | America/New_York | (410) 87*-**** | 3 | null | true | true | Towson | true | Baltimore | Maryland | US | https | https://fogodechao.com/location/towson | fogodechao.com/location/towson | fogodechao.com | com | 9,966 | 1998-12-24 | 2027-12-24 | CSC Corporate Domains, Inc. | purchase_dataset@fogo.com, purchase_dataset@fogo.com, purchase_dataset@fogo.com, purchase_dataset@fogo.com, purchase_dataset@fogo.com, purchase_dataset@fogo.com, purchase_dataset@fogo.com, purchase_dataset@konnectagency.com, purchase_dataset@konnectagency.com, purchase_dataset@fogo.com, purchase_dataset@fogo.com, purch... | realdomain | 35 | 35 | 0 | Upscale Brazilian chain for all-you-can-eat meat carved tableside plus an extensive salad bar. | true | true | 4.8 | 6,123 | {"1": 169, "2": 75, "3": 84, "4": 372, "5": 7326} | Outdoor seating, Delivery, Onsite services, Takeout, Dine-in | Fast service, Great beer selection, Great cocktails, Great dessert, Great wine list | Lunch, Dinner, Solo dining | Wheelchair accessible entrance, Wheelchair accessible parking lot, Wheelchair accessible restroom, Wheelchair accessible seating | Alcohol, All you can eat, Beer, Cocktails, Coffee, Comfort food, Happy hour drinks, Hard liquor, Healthy options, Private dining room, Salad bar, Small plates, Wine | Brunch, Lunch, Dinner, Catering, Dessert, Seating, Table service | Bar onsite, Restroom | Romantic, Trendy, Upscale | Family-friendly, Groups, LGBTQ+ friendly, Tourists | Lunch reservations recommended, Dinner reservations recommended, Accepts reservations | Credit cards, Debit cards, NFC mobile payments | Good for kids, Has changing table(s), High chairs | true | true | purchase_dataset@ | true | true | 7 | 2024-03-07 | 2026-03-04 | 762 | 35 | 95 | 762 | 762 | 35 | 35 | https://www.instagram.com/fogo | fogo | https://www.facebook.com/fogonewyork | fogonewyork | https://twitter.com/fogorestaurants | fogorestaurants | https://www.tiktok.com/@fogodechao | fogodechao | https://www.linkedin.com/company/fogo-de-sh-aun | fogo-de-sh-aun | https://www.youtube.com/user/fogorestaurants | fogorestaurants | https://github.com/txthinking | txthinking | null | null | null | null | 371,903 | 1.75 | null | 0.27 | 1.75 | 1.75 | 2,045 | 257,200 | 376 | 1,200,000 | 2.32 | null | 0.29 | 0.96 | 1.23 | https://fogodechao.com/location/towson/#menus | https://opentable.com/restaurant/profile/1363918 | https://opentable.com/restaurant/profile/1363918 | 2026-04-07T00:07:08.537918+00:00 | 114.29 | 0 | 0 | 4,999.03 | 24.8 | 73.6671 | 1.28 | 96 | 100 | 95.2 | 0.8851 | null | 0.8625 | 0.8425 | 0.843 | 0.3167 | 0.2934 | 0.3744 | 93.1 | 92.2 | null | null | null | 93.21 | 6.56 | 0.23 | 94.04 | 5.6 | 0.36 | 94.06 | 5.58 | 0.36 | stable | stable | null | 0.9 | 0.0195 | 1 | 0 | 442 | 554 | 556 | 59.6 | 218 | -100 | 83.5 | 9.5 | 96 | 100 | 93.5 | 100 | 1 | 913 | 2 | 1 | 3,249 | 2 | 111 | 211,857 | 159 | 115 | 1 | 255,556 | 96 | 382,058 | 235,870 | 124 | 460,373 | 254,619 | 176 | 514,097 | 5 | 4,010 | 7,464 | 13,305 | 25,865 | 734,279 | 1,460,619 | 734,279 | 0.5708 | 0.1032 | 0.3428 | -0.1032 | 0.5167 | 0.6361 | 0.0183 | 0.2518 | -0.0183 | 0.6077 | 0.6273 | 0.0423 | 0.2203 | -0.0423 | 0.6392 | 175 | 95 | 123 | 255,556 | 173,430 | 382,058 | 0.6516 | 0.7642 | 0.4874 | 0.7791 | 0.3167 | 43.8 | 1.3 | 496 | 25.4 | 0.4313 | 8.7 | -0.87 | 7,414 | -18.7 | 0.4538 | 235,870 | 158,422 | 460,373 | 0.6828 | 0.7881 | 0.3924 | 0.7828 | 0.2934 | 49.8 | 1.54 | 723 | 25.8 | 0.5035 | 2.7 | -1.11 | 7,187 | -19.1 | 0.3816 | 254,619 | 210,706 | 514,097 | 0.653 | Average | 0.7165 | 0.3155 | 0.7068 | 0.3744 | Average | 51.2 | 1.37 | 794 | 22.3 | Average | 0.5769 | 1.3 | -0.94 | 7,116 | -15.6 | 0.3082 | 96 | 124 | 176 | 496 | 0 | competitive | 0.1436 | 30.24 | 37.9 | 49.5 | 12.6 | 0 | 3,517 | 1,105 | competitive | 0.0816 | 1.57 | 22.8 | 49.6 | 27.6 | 0 | 7,739 | 5,017 | competitive | 0.0539 | 0.56 | 16.6 | 54.3 | 29.1 | 0 | 0.1385 | 0.5986 | -0.1385 | 0.2609 | 180 | 181 | 969 | 2,538 | 6 | 0.7737 | 0.4107 | 0.9988 | 0.4021 | 0.9671 | 56.8 | 1.65 | 1,590 | 23.7 | 0.7063 | -4.3 | -1.22 | 6,320 | -17 | 0.1788 | competitive | 0.0269 | 0.76 | 0 | 62.8 | 37.2 | 0 | 0.7323 | 1.32 | 1.75 | 0.2287 | 0.6686 | -0.2287 | 0.1909 | 184 | 185 | 3,586 | 9,821 | 9 | 0.7477 | 0.3142 | 0.9994 | 0.31 | 0.9709 | 57.5 | 1.49 | 1,867 | 22.1 | 0.7584 | -5 | -1.06 | 6,043 | -15.4 | 0.1267 | competitive | 0.0225 | 0.0057 | 0.67 | 0.17 | 0.6932 | 0.059 | 0.2307 | -0.059 | 0.6288 | 791,801 | 41.1 | 0.94 | 531 | 20.4 | 0.4595 | 11.4 | -0.51 | 7,379 | 0.4256 | 0.8121 | 0.5574 | 0.9984 | 0.5521 | 0.9523 | 147,329 | 0.7916 | -13.7 | 349,255 | 1,299 | 44.5 | 8.8 | 0 | 46.7 | 791,802 | 3,725 | 52.4 | 4.08 | 359 | 26.5 | 0.4757 | 27.6 | 0.7 | 5,764 | 0.4048 | 0.9898 | 0.688 | 1 | 0.4133 | 0.9388 | 37 | 63.96 | 29.71 | 0.8934 | 3,725 | 3.07 | 3,254 | 2,457 | 0.4886 | 4,885.68 | 0.3 | 33,451 | 191 | 0.0558 | 558.25 | 206.3 | 104.17 | 66.65 | 80.65 | 29.04 | 56.82 | 7.24 | 55.25 | 5.06 | 54.05 | -41.8 | -4.37 | 1,787 | -88.5 | -83.6 | null | null | null | null | null | 0.29 | -222,041 | 0.305 | 0.64 | 255,555 | 0.652 | 0.21 | -141,425 | 0.192 | 0.63 | 235,869 | 0.683 | 0.01 | -32,178 | 0.049 | 0.57 | 254,618 | 0.653 | -0.22 | 939 | -0.22 | 0.73 | 969 | 0.774 | -0.26 | 3,584 | -0.252 | 0.69 | 3,586 | 0.748 | 0.8851 | null | null | 6,123 | 0 | 0 | 0 | 0 | decelerating | 9.4 | 65.8 | 282 | 282 | 865 | 6,007 | 1 | 1 | 1 | 1 | 1 | 114 | 115 | 115 | 1 | 1 | stable | -1.77 | null | 94.4 |
TYTEPXDD | Silver Diner | Food and Drink | Restaurants | Restaurant | Restaurant, American restaurant, Breakfast restaurant, Family restaurant, Halal restaurant, Hamburger restaurant, Vegan restaurant, Vegetarian restaurant | 12276 Rockville Pike, Rockville, MD 20852 | 12276 Rockville Pike | Rockville | Maryland | null | null | 20,852 | US | true | 39.058037 | -77.121682 | America/New_York | (301) 77*-**** | 2 | OPERATIONAL | true | true | North Bethesda | true | Rockville | Maryland | US | https | https://silverdiner.com/rockville | silverdiner.com/rockville | silverdiner.com | com | 10,843 | 1996-07-30 | 2026-07-29 | GoDaddy.com, LLC | purchase_dataset@silverdiner.com, purchase_dataset@silverdiner.com, purchase_dataset@silverdiner.com, purchase_dataset@olo.com, purchase_dataset@silverdiner.com | realdomain | 5 | 0 | 5 | Modeled after the classic American diner, this regional chain supplies comfort fare & jukebox tunes. | true | true | 4.4 | 3,547 | {"1": 169, "2": 124, "3": 334, "4": 1112, "5": 3073} | No-contact delivery, Delivery, Onsite services, Takeout, Dine-in | Fast service, Great coffee, Great dessert, Serves local specialty | Breakfast, Lunch, Dinner, Solo dining | Wheelchair accessible entrance, Wheelchair accessible parking lot, Wheelchair accessible restroom, Wheelchair accessible seating | Alcohol, Beer, Cocktails, Coffee, Comfort food, Halal food, Happy hour drinks, Happy hour food, Hard liquor, Healthy options, Late-night food, Organic dishes, Quick bite, Small plates, Vegan options, Vegetarian options, Wine | Breakfast, Brunch, Lunch, Dinner, Catering, Counter service, Dessert, Seating, Table service | Restroom, Wi-Fi | Casual, Cozy, Trendy | College students, Family-friendly, Groups, LGBTQ+ friendly, Tourists, Transgender safespace | Usually a wait | Credit cards, Debit cards, NFC mobile payments | Good for kids, Has changing table(s), High chairs, Kids' menu | true | true | purchase_dataset@ | true | true | 5 | 2025-07-22 | 2026-02-25 | 260 | 42 | 83 | 260 | 260 | 42 | 42 | https://www.instagram.com/silver_diner | silver_diner | https://www.facebook.com/silverdiner | silverdiner | https://twitter.com/silver_diner | silver_diner | https://www.tiktok.com/@silver_diner | silver_diner | https://www.linkedin.com/company/silver-diner | silver-diner | null | null | null | null | null | null | null | null | 18,150 | 1.05 | null | 0.32 | 0.62 | 1.05 | 1,691 | 638 | 174 | 16,400 | 3.45 | null | 3.16 | 3.75 | 3.45 | https://silverdiner.com/menus | null | null | 2026-04-06T23:44:01.779565+00:00 | 27.05 | 0.28 | 0 | 21,954.67 | 143.8 | 53.0184 | 0.26 | 88 | 100 | 86.2 | 0.7019 | null | 0.3545 | 0.3167 | 0.3217 | 0.6813 | 0.7337 | 0.7303 | 67.7 | 66.1 | null | null | null | 67.86 | 28.57 | 3.57 | 52.38 | 12.7 | 34.92 | 53.13 | 12.5 | 34.38 | stable | stable | null | 1.6 | 0.0328 | 2.4 | 0 | 28 | 63 | 64 | -11.1 | 75 | -100 | 80.7 | 32.8 | 92 | 100 | 73.7 | 100 | 1 | 449 | 1 | 12 | 9,641 | 15 | 763 | 630,424 | 966 | 794 | 1 | 407,730 | 85 | 203,866 | 374,989 | 101 | 255,969 | 385,772 | 95 | 323,791 | 24 | 624 | 1,154 | 13,305 | 25,865 | 734,279 | 1,460,619 | 734,279 | 0.4147 | 0.0437 | 0.4932 | -0.0437 | -0.1387 | 0.5085 | 0.0715 | 0.2799 | -0.0715 | 0.0746 | 0.4525 | 0.0933 | 0.4119 | -0.0933 | -0.0574 | 94 | 84 | 100 | 407,730 | 463,253 | 203,866 | 0.4471 | 0.3725 | 0.7264 | 0.4563 | 0.6813 | 40.9 | 0.54 | 717 | 14.2 | 0.5417 | 5.3 | -0.45 | 4,060 | -12.9 | 0.1602 | 374,989 | 614,753 | 255,969 | 0.4989 | 0.1812 | 0.662 | 0.0914 | 0.7337 | 47.2 | 0.4 | 1,082 | 5.4 | 0.6361 | -1 | -0.31 | 3,695 | -4.1 | 0.0658 | 385,772 | 611,674 | 323,791 | 0.4776 | Average | 0.1771 | 0.5685 | 0.1537 | 0.7303 | Average | 49.3 | 0.43 | 1,227 | 6.8 | Average | 0.685 | -3.1 | -0.34 | 3,550 | -5.5 | 0.0169 | 85 | 101 | 95 | 593 | 64 | competitive | 0.0735 | 26.74 | 51.2 | 45.2 | 3.6 | 0 | 3,044 | 1,027 | competitive | 0.0423 | 1.27 | 11 | 86 | 3 | 0 | 8,059 | 5,048 | competitive | 0.0398 | 0.3 | 1.1 | 92.6 | 6.4 | 0 | 0.0737 | 0.5151 | -0.0737 | -0.1606 | 100 | 101 | 188 | 404 | 6 | 0.7225 | 0.3583 | 0.9927 | 0.3847 | 0.6402 | 48.6 | 0.38 | 1,424 | 5.6 | 0.7114 | -2.4 | -0.29 | 3,353 | -4.3 | -0.0095 | competitive | 0.0324 | 2.84 | 5 | 93 | 2 | 0 | 0.6943 | 0.27 | 7.24 | 0.182 | 0.6952 | -0.182 | -0.3407 | 100 | 101 | 3,880 | 8,048 | 73 | 0.7277 | 0.4295 | 0.995 | 0.4437 | 0.7169 | 52.2 | 0.72 | 2,697 | 9.2 | 0.8169 | -6 | -0.63 | 2,080 | -7.9 | -0.115 | competitive | 0.0174 | 0.0031 | 1.23 | 0.08 | 0.7184 | 0.059 | 0.2307 | -0.059 | 0.1238 | 791,801 | 41.1 | 0.94 | 531 | 20.4 | 0.4595 | 5.1 | -0.85 | 4,246 | 0.2424 | 0.6537 | 0.2971 | 0.9934 | 0.2707 | 0.7368 | 271,784 | 0.6486 | -19.1 | 533,656 | 5,247 | 44.5 | 8.8 | 0 | 46.7 | 791,802 | 591 | 54 | 4.16 | 403 | 9.4 | 0.5251 | 11.7 | 0.18 | 3,144 | 0.0374 | 0.7576 | 0.4 | 1 | 0.3864 | 0.4814 | 142 | 68.27 | 2.98 | 0.3237 | 591 | 14.9 | 671 | 1,905 | 2.1222 | 21,222.49 | 0.16 | 61,549 | 191 | 0.0438 | 438.18 | 53.98 | 117.65 | 17.87 | 99.01 | 15.81 | 105.26 | 10.53 | 99.01 | 3.03 | 99.01 | -37.5 | -4.31 | 1,230 | -84.9 | -30 | null | null | null | null | null | -0.05 | 90,556 | -0.116 | 0.51 | 407,729 | 0.447 | -0.21 | 210,676 | -0.275 | 0.45 | 374,988 | 0.499 | -0.25 | 183,751 | -0.24 | 0.41 | 385,769 | 0.478 | -0.15 | 147 | -0.216 | 0.69 | 188 | 0.723 | -0.15 | 3,418 | -0.238 | 0.72 | 3,880 | 0.728 | 0.7019 | null | null | 3,547 | 0.07 | 2 | 0.75 | 0.73 | decelerating | 0.07 | 0.47 | 2 | 2 | 31 | 169 | 0.732 | 0.739 | 0.74 | 0.75 | 0.73 | 156,567 | 163,872 | 163,540 | 9 | 309 | decelerating | -0.3 | null | 87.68 |
PA5HEYRH | Attman's Delicatessen | Food and Drink | Restaurants | Restaurant | Restaurant | 1019 E Lombard St, Baltimore, MD 21202 | 1019 E Lombard St | Baltimore | Maryland | Jonestown | Jonestown | 21,202 | US | true | 39.289372 | -76.601646 | America/New_York | (410) 56*-**** | 2 | OPERATIONAL | true | true | null | true | Baltimore | Maryland | US | https | https://attmansdeli.com | attmansdeli.com | attmansdeli.com | com | 7,845 | 2004-10-13 | 2026-10-13 | DomainPeople, Inc. | null | null | 0 | 0 | 0 | New York–style Jewish deli serving hearty corned beef & pastrami sandwiches, plus hot dogs & sides. | true | true | 4.55 | 2,427 | {"1": 93, "2": 73, "3": 161, "4": 501, "5": 2330} | Delivery, Onsite services, Takeout, Dine-in | Fast service, Great dessert, Serves local specialty | Breakfast, Lunch, Dinner, Solo dining | Wheelchair accessible entrance, Wheelchair accessible parking lot, Wheelchair accessible restroom, Wheelchair accessible seating | Alcohol, Beer, Coffee, Comfort food, Private dining room, Quick bite, Small plates | Breakfast, Lunch, Dinner, Catering, Counter service, Dessert | Restroom | Casual, Cozy, Historic, Trendy | College students, Groups, Tourists | Usually a wait | Credit cards, Debit cards, NFC mobile payments | Good for kids | true | true | purchase_dataset@ | false | true | 0 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | https://places.singleplatform.com/attmans-delicatessen/menu | null | null | 2026-04-06T16:40:29.457255+00:00 | 0 | 0 | 4.7 | 3,584.07 | 96.5 | 41.107 | 2.35 | 91 | 100 | 89.5 | 0.7294 | null | 0.2539 | 0.1668 | 0.1694 | 0.8948 | 0.8751 | 0.5118 | 62.7 | 58.5 | null | null | null | 40 | 0 | 60 | 46.48 | 4.23 | 49.3 | 47.22 | 4.17 | 48.61 | stable | improving | null | 4.2 | 0.0845 | 7.2 | 0 | 5 | 71 | 72 | -85.9 | -72.2 | -100 | 65.1 | 9.5 | 0 | 67 | 69.8 | 98 | 14 | 1,959 | 17 | 42 | 6,909 | 52 | 2,600 | 454,307 | 3,244 | 2,689 | 14 | 11,512 | 101 | 30,513 | 43,461 | 101 | 159,555 | 81,603 | 101 | 246,043 | 18 | 4,010 | 7,464 | 13,305 | 25,865 | 734,279 | 1,460,619 | 734,279 | 0.8086 | 0.1045 | 0.425 | -0.1045 | -0.1711 | 0.9671 | 0.0347 | 0.4847 | -0.0347 | -0.2308 | 0.867 | 0.1423 | 0.4854 | -0.1423 | -0.2315 | 100 | 100 | 100 | 11,512 | 34,744 | 30,513 | 0.9841 | 0.9523 | 0.9591 | 0.868 | 0.8948 | 55 | 2.05 | 1,412 | 30.1 | 0.6419 | -20.4 | -1.89 | 1,726 | -27.6 | 0.0875 | 43,461 | 114,811 | 159,555 | 0.9411 | 0.8459 | 0.7894 | 0.8031 | 0.8751 | 56.7 | 1.74 | 1,321 | 26.7 | 0.6961 | -22.1 | -1.58 | 1,817 | -24.2 | 0.0333 | 81,603 | 119,545 | 246,043 | 0.8887 | Market Leader | 0.8384 | 0.6721 | 0.8102 | 0.5118 | Market Leader | 56.7 | 1.8 | 1,392 | 27.1 | Market Leader | 0.6228 | -22.1 | -1.64 | 1,746 | -24.6 | 0.1066 | 101 | 101 | 101 | 698 | 65 | competitive | 0.0217 | 31.83 | 8 | 49 | 43 | 0 | 2,158 | 1,012 | competitive | 0.0232 | 1.27 | 3 | 56 | 41 | 0 | 7,572 | 5,117 | competitive | 0.0221 | 0.32 | 1 | 57 | 42 | 0 | 0.1778 | 0.6148 | -0.1778 | -0.3609 | 100 | 101 | 2,894 | 2,774 | 88 | 0.3268 | 0.3488 | 0.9798 | 0.349 | 0.7873 | 56.8 | 1.59 | 2,099 | 22.3 | 0.7646 | -22.2 | -1.43 | 1,039 | -19.8 | -0.0352 | competitive | 0.0147 | 0.42 | 0 | 64 | 36 | 0 | 0.5293 | 2.38 | 0.97 | 0.192 | 0.6913 | -0.192 | -0.4374 | 100 | 101 | 8,873 | 6,837 | 291 | 0.378 | 0.5144 | 0.9797 | 0.5152 | 0.7563 | 52.3 | 0.71 | 2,710 | 9.2 | 0.8165 | -17.7 | -0.55 | 428 | -6.7 | -0.0871 | competitive | 0.0114 | 0.0031 | 1.23 | 0.08 | 0.5994 | 0.059 | 0.2307 | -0.059 | 0.0232 | 791,801 | 41.1 | 0.94 | 531 | 20.4 | 0.4595 | -6.5 | -0.78 | 2,607 | 0.2699 | 0.3269 | 0.4461 | 0.9806 | 0.4369 | 0.7778 | 531,102 | 0.5588 | -17.9 | 429,598 | 15,309 | 44.5 | 8.8 | 0 | 46.7 | 791,802 | 3,725 | 52.4 | 4.08 | 359 | 26.5 | 0.4757 | -3.7 | 0.68 | 2,068 | -0.0553 | 0.3271 | 0.6821 | 0.9965 | 0.3472 | 0.3722 | 2,498 | 63.96 | -35.48 | 0.2035 | 3,725 | 1.71 | 5,857 | 2,457 | 0.3584 | 3,584.07 | 0.16 | 61,549 | 191 | 0.044 | 440.33 | 4.73 | 99.01 | 5.38 | 99.01 | 4.86 | 99.01 | 2.17 | 99.01 | 1.31 | 99.01 | -32.8 | -4.39 | 713 | -86.9 | -32 | null | null | null | null | null | 0.04 | -21,302 | 0.03 | 0.97 | 11,496 | 0.984 | 0.06 | -97,466 | 0.135 | 0.87 | 43,382 | 0.941 | 0.34 | -279,611 | 0.383 | 0.81 | 81,500 | 0.889 | -0.2 | 955 | -0.219 | 0.53 | 2,894 | 0.327 | -0.12 | 1,887 | -0.125 | 0.6 | 8,873 | 0.378 | 0.7294 | null | null | 2,427 | 0 | 0 | 0 | 0 | decelerating | 0.03 | 0.23 | 1 | 1 | 29 | 198 | 0.281 | 0.292 | 0.294 | 0.295 | 0.284 | 528,654 | 556,970 | 554,104 | 317 | 1,038 | decelerating | -0.2 | null | 86.36 |
MFD83MMQ | Denny's | Food and Drink | Restaurants | Restaurant | Restaurant, American restaurant, Breakfast restaurant, Diner | 1365 Mellon Rd, Hanover, MD 21076 | 1365 Mellon Rd | Baltimore | Maryland | Hanover | null | 21,076 | US | true | 39.16055 | -76.711864 | America/New_York | (410) 85*-**** | 1 | OPERATIONAL | true | true | null | true | Baltimore | Maryland | US | https | https://locations.dennys.com/md/hanover/246955 | locations.dennys.com/md/hanover/246955 | locations.dennys.com | com | 9,982 | 1998-12-08 | 2027-12-07 | Network Solutions, LLC | purchase_dataset@dennys.com | null | 1 | 1 | 0 | Casual diner chain dishing up classic American comfort fare, including all-day breakfast favorites. | true | true | 4.09 | 3,495 | {"1": 422, "2": 198, "3": 459, "4": 748, "5": 2374} | Outdoor seating, Curbside pickup, Delivery, Onsite services, Takeout, Dine-in | Great coffee, Great dessert | Breakfast, Lunch, Dinner, Solo dining | Wheelchair accessible parking lot, Wheelchair accessible seating | Braille menu, Coffee, Comfort food, Late-night food, Quick bite, Vegan options | Breakfast, Brunch, Lunch, Dinner, Catering, Counter service, Dessert, Seating, Table service | Restroom, Wi-Fi | Casual, Cozy, Quiet | College students, Family-friendly, Groups, LGBTQ+ friendly, Tourists, Transgender safespace | null | Credit cards, Debit cards, NFC mobile payments | Good for kids, Has changing table(s), High chairs, Kids' menu | true | true | purchase_dataset@ | true | true | 3 | 2025-11-21 | 2026-02-15 | 138 | 52 | 24 | 138 | 138 | 52 | 52 | https://www.instagram.com/shopdennys_ | shopdennys_ | https://www.facebook.com/dennys | dennys | https://twitter.com/dennysdiner | dennysdiner | null | null | null | null | null | null | null | null | null | null | null | null | 15,100 | 0.03 | null | 0.03 | 0.03 | 0.03 | 1,855 | null | null | null | null | null | null | null | null | https://dennys.com/location/dennys-6955/menu | null | null | 2026-04-06T16:04:12.712416+00:00 | 2.58 | 0 | 0 | 3,571.01 | 32.1 | 41.107 | 2.33 | 81.8 | 100 | 75.3 | 0.5138 | null | 0.5182 | 0.5536 | 0.5583 | 0.7048 | 0.0717 | 0.6008 | 75.9 | 77.9 | null | null | null | 75.61 | 21.95 | 2.44 | 81.91 | 12.77 | 5.32 | 82.11 | 12.63 | 5.26 | stable | stable | null | -2 | -0.0401 | -2.6 | 0 | 41 | 94 | 95 | -12.8 | 72.6 | -100 | 69.6 | 9.5 | 40 | 100 | 77.2 | 98 | 5 | 4,304 | 6 | 13 | 14,962 | 16 | 806 | 932,231 | 1,019 | 840 | 5 | 26,491 | 8 | 461,363 | 307,603 | 101 | 176,185 | 105,627 | 101 | 115,638 | 43 | 4,010 | 7,464 | 13,305 | 25,865 | 734,279 | 1,460,619 | 734,279 | 0.8433 | 0.1716 | 0.4876 | -0.1716 | 0.0306 | 0.7813 | 0.1053 | 0.6108 | -0.1053 | -0.0926 | 0.6886 | 0.0681 | 0.1924 | -0.0681 | 0.3258 | 100 | 7 | 100 | 26,491 | 44,762 | 461,363 | 0.9634 | 0.9387 | 0.3812 | 0.9735 | 0.7048 | 52.1 | 1.95 | 418 | 43.7 | 0.5499 | -9.3 | -1.82 | 3,757 | -41.6 | -0.0361 | 307,603 | 190,721 | 176,185 | 0.587 | 0.7455 | 0.7673 | 0.622 | 0.0717 | 48.4 | 1.4 | 1,271 | 18.7 | 0.3992 | -5.6 | -1.27 | 2,904 | -16.6 | 0.1146 | 105,627 | 130,867 | 115,638 | 0.8565 | Strong | 0.8233 | 0.8458 | 0.726 | 0.6008 | Strong | 55.5 | 1.74 | 1,817 | 23.2 | Market Leader | 0.6491 | -12.7 | -1.61 | 2,358 | -21.1 | -0.1353 | 8 | 101 | 101 | 229 | 2 | moderate | 0.5881 | 2.23 | 28.6 | 14.3 | 57.1 | 0 | 2,790 | 1,016 | competitive | 0.0318 | 1.27 | 19 | 73 | 8 | 0 | 8,281 | 5,010 | competitive | 0.0225 | 0.32 | 7 | 57 | 36 | 0 | 0.1778 | 0.6199 | -0.1778 | -0.1017 | 100 | 101 | 2,036 | 2,872 | 35 | 0.525 | 0.3251 | 0.9921 | 0.3295 | 0.5016 | 56.8 | 1.59 | 2,091 | 22.3 | 0.7642 | -14 | -1.46 | 2,084 | -20.2 | -0.2504 | competitive | 0.0196 | 0.42 | 0 | 64 | 36 | 0 | 0.6052 | 2.38 | 0.97 | 0.192 | 0.6874 | -0.192 | -0.1692 | 100 | 101 | 5,077 | 6,732 | 122 | 0.6425 | 0.5234 | 0.9916 | 0.5203 | 0.4727 | 52 | 0.67 | 2,703 | 8.7 | 0.8158 | -9.2 | -0.54 | 1,472 | -6.6 | -0.302 | competitive | 0.0152 | 0.0031 | 1.23 | 0.08 | 0.7115 | 0.059 | 0.2307 | -0.059 | 0.2875 | 791,801 | 41.1 | 0.94 | 531 | 20.4 | 0.4595 | 1.7 | -0.81 | 3,644 | 0.0543 | 0.5487 | 0.3979 | 0.9905 | 0.3942 | 0.4932 | 354,840 | 0.636 | -18.3 | 461,663 | 7,533 | 44.5 | 8.8 | 0 | 46.7 | 791,802 | 3,725 | 52.4 | 4.08 | 359 | 26.5 | 0.4757 | 8.8 | 0.28 | 3,136 | 0.035 | 0.6267 | 0.4785 | 0.9989 | 0.3118 | 0.4756 | 1,375 | 63.96 | 16.36 | 0.5137 | 3,725 | 1.71 | 5,857 | 2,457 | 0.357 | 3,569.94 | 0.16 | 61,549 | 191 | 0.0439 | 439.09 | 3,458.75 | 1,250 | 10.12 | 99.01 | 5.04 | 99.01 | 3.83 | 99.01 | 2.31 | 99.01 | -33.3 | -3.96 | 680 | -73.2 | -52.6 | null | null | null | null | null | 0.44 | -405,756 | 0.556 | 0.78 | 26,490 | 0.963 | 0.39 | -217,011 | 0.292 | 0.69 | 307,600 | 0.587 | 0.25 | -181,170 | 0.252 | 0.84 | 105,618 | 0.857 | -0.13 | 1,181 | -0.273 | 0.61 | 2,036 | 0.525 | -0.02 | 2,087 | -0.144 | 0.71 | 5,077 | 0.643 | 0.5138 | null | null | 3,495 | 0 | 0 | 0 | 0 | decelerating | 0.43 | 3.03 | 13 | 13 | 117 | 339 | 0.929 | 0.932 | 0.932 | 0.916 | 0.891 | 59,136 | 61,460 | 61,468 | 42 | 176 | decelerating | -0.67 | null | 80.17 |
Top 50 Restaurant Category Dominators in Maryland, US
Free sample dataset from BeamStation
--Defensible Leaders-- Top 50 ranked high-volume restaurants.
Each venue with massive review volume. The safest bets.
Uses State Rank to find the absolute biggest players.
This dataset lists the fifty restaurants in Maryland that dominate their categories by review volume, updated weekly to reflect the latest consumer sentiment. It is ideal for market analysts, franchise developers, and local business consultants who need to identify the most visible dining establishments in the state. Users can leverage the rankings to benchmark performance, spot emerging trends, or target partnership opportunities with high-traffic venues. Because the list is refreshed on a weekly cadence, it provides a current snapshot of which restaurants are consistently attracting the most attention across Maryland’s diverse food scene. Access the full list at the provided URL for detailed venue identifiers and rank positions.
Dataset Details
| Field | Value |
|---|---|
| Full dataset | 50 records |
| Sample size | 5 records |
| Location | Maryland |
| 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
from datasets import load_dataset
ds = load_dataset("beamstation/top-50-restaurant-category-dominators-in-maryland-us-154038")
Get the Full Dataset
This is a free sample with masked email and phone data. The full dataset with 50 records and unmasked contact data is available at:
Top 50 Restaurant Category Dominators in Maryland, US on BeamStation
License
This sample is provided for evaluation purposes under the BeamStation Terms of Service.
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