Dataset Viewer
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beam_id
stringlengths
8
8
title
stringlengths
4
44
category_main_group
stringclasses
1 value
category_sub_group
stringclasses
1 value
category
stringlengths
10
23
categories
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10
163
address
stringlengths
31
42
street
stringlengths
12
20
city
stringclasses
1 value
state
stringclasses
1 value
borough
stringclasses
4 values
neighborhood
stringclasses
3 values
postal_code
int64
19.5k
19.6k
country
stringclasses
1 value
address_verified
bool
1 class
latitude
float64
40.2
40.4
longitude
float64
-75.99
-75.65
timezone
stringclasses
1 value
phone
stringlengths
14
14
price_level
int64
0
4
census_place
stringclasses
2 values
verified_census_city
bool
1 class
beam_location_name
stringclasses
1 value
beam_state_code
stringclasses
1 value
beam_country_code
stringclasses
1 value
website_protocol
stringclasses
2 values
website
stringlengths
21
86
website_normalized
stringlengths
14
78
website_domain
stringlengths
8
32
website_domain_tld
stringclasses
1 value
website_domain_age
int64
57
11.6k
website_domain_registered
stringdate
1994-07-12 00:00:00
2026-02-02 00:00:00
website_domain_expires
stringdate
2026-03-13 00:00:00
2035-07-11 00:00:00
website_domain_registrar
stringlengths
8
39
emails_list
stringlengths
26
844
emails_list_website_domain
stringclasses
1 value
emails_count
int64
0
27
emails_deliverable_count
int64
0
21
emails_risky_count
int64
0
6
description
stringlengths
68
100
rating
float64
3.26
4.69
reviews_total_count
int64
28
1.55k
reviews_per_rating
stringlengths
41
51
service_options
stringlengths
26
98
highlights
stringlengths
12
138
popular_for
stringclasses
3 values
accessibility
stringclasses
5 values
offerings
stringlengths
35
200
dining_options
stringlengths
30
92
amenities
stringclasses
6 values
atmosphere
stringlengths
6
46
crowd
stringlengths
6
91
planning
stringclasses
4 values
payments
stringclasses
5 values
children
stringclasses
9 values
has_website
bool
1 class
has_email
stringclasses
1 value
has_social
bool
1 class
has_phone
bool
1 class
socials_count
int64
1
8
social_profile_instagram
stringlengths
30
51
social_username_instagram
stringlengths
4
25
social_profile_facebook
stringlengths
29
72
social_username_facebook
stringlengths
4
45
social_profile_twitter
stringlengths
24
35
social_username_twitter
stringlengths
4
15
social_profile_tiktok
stringlengths
28
46
social_username_tiktok
stringlengths
4
22
social_profile_linkedin
stringlengths
37
60
social_username_linkedin
stringlengths
6
27
social_profile_youtube
stringclasses
9 values
social_username_youtube
stringclasses
9 values
social_profile_github
stringclasses
3 values
social_username_github
stringclasses
3 values
social_profile_snapchat
float64
social_username_snapchat
float64
social_profile_pinterest
stringclasses
4 values
social_username_pinterest
stringclasses
4 values
instagram_followers
float64
275
5.51M
instagram_engagement_rate
float64
0.03
8.62
instagram_engagement_rate_1m
float64
0.32
6.65
instagram_engagement_rate_3m
float64
0.02
4.08
instagram_engagement_rate_6m
float64
0.03
3.97
instagram_engagement_rate_12m
float64
0.03
8.62
instagram_post_count
float64
60
4.37k
first_social_post_days_min
float64
first_social_post_days_max
float64
last_social_post_days_min
float64
last_social_post_days_max
float64
tiktok_followers
float64
0
5.3M
tiktok_video_count
float64
0
700
tiktok_heart_count
float64
0
37.2M
tiktok_engagement_rate
float64
0.59
11.3
tiktok_engagement_rate_1m
float64
1.32
12.2
tiktok_engagement_rate_3m
float64
0.41
8.12
tiktok_engagement_rate_6m
float64
0.59
11.8
tiktok_engagement_rate_12m
float64
0.59
11.3
menu_link
stringlengths
21
96
order_links
stringclasses
5 values
reservation_link
stringclasses
5 values
last_updated_at
stringdate
2026-03-07 17:36:05
2026-03-27 20:27:45
beam_cross_social_market_penetration
float64
0
5.8k
beam_cross_velocity_quality
float64
0.12
2.55
beam_cross_social_urgency
float64
0
2.8
beam_cross_per_capita_engagement
float64
9.16k
10.1k
beam_cross_market_saturation_lead
float64
105
820
beam_cross_population_adjusted_rank
float64
27.7
27.7
beam_cross_demand_gap_index
float64
0.15
0.15
beam_rating_score
float64
65.2
93.8
beam_review_confidence
float64
48.7
100
beam_rating_health
float64
49
92.8
sentiment_avg
float64
-0
0.87
sentiment_avg_30d
float64
-1
1
sentiment_avg_90d
float64
-0.06
1
sentiment_avg_180d
float64
-0.3
1
sentiment_avg_360d
float64
-0.19
0.88
sentiment_percentile_1km
float64
0
0.97
sentiment_percentile_5km
float64
0.15
0.69
sentiment_percentile_10km
float64
0.26
0.91
sentiment_score_90d
float64
47
100
sentiment_score_360d
float64
40.4
94.2
sentiment_positive_pct_30d
float64
0
100
sentiment_negative_pct_30d
float64
0
100
sentiment_neutral_pct_30d
float64
0
100
sentiment_positive_pct_90d
float64
40
100
sentiment_negative_pct_90d
float64
0
50
sentiment_neutral_pct_90d
float64
0
50
sentiment_positive_pct_180d
float64
30
100
sentiment_negative_pct_180d
float64
0
60
sentiment_neutral_pct_180d
float64
0
40
sentiment_positive_pct_360d
float64
36.7
94.1
sentiment_negative_pct_360d
float64
0
54.4
sentiment_neutral_pct_360d
float64
0
33.3
sentiment_trend_30vs90d
stringclasses
3 values
sentiment_trend_90vs360d
stringclasses
3 values
sentiment_diff_30vs90d
float64
-1.02
0.58
sentiment_change_360d
float64
-30
51
sentiment_diff_90vs360d
float64
-0.6
1.02
sentiment_change_pct_360d
float64
-36.9
104
reviews_count_30d
int64
0
6
reviews_count_90d
int64
1
32
reviews_count_180d
int64
1
105
reviews_count_360d
int64
7
163
beam_score_overall
float64
64
85.1
beam_popularity_percentile
float64
27.4
70.5
beam_social_presence
int64
8
100
beam_data_completeness
int64
50
100
beam_price_value
float64
51
96.7
beam_data_freshness
float64
60
100
beam_rank_city_category
int64
3
553
beam_rank_city_overall
int64
312
1.25k
beam_rank_city_reviews
int64
3
989
beam_rank_state_category
int64
339
20.8k
beam_rank_state_overall
int64
11.1k
45.5k
beam_rank_state_reviews
int64
403
37.9k
beam_rank_country_category
int64
8.68k
559k
beam_rank_country_overall
int64
307k
1.26M
beam_rank_country_reviews
int64
10.6k
1.05M
beam_rank_place_global_category
int64
8.89k
602k
beam_rank_category
int64
3
553
beam_rank_competition_1km_category
int64
98.8k
735k
beam_rank_competition_1km_total
int64
2
86
beam_rank_competition_1km_reviews
int64
146k
734k
beam_rank_competition_5km_category
int64
307k
603k
beam_rank_competition_5km_total
int64
16
101
beam_rank_competition_5km_reviews
int64
397k
648k
beam_rank_competition_10km_category
int64
436k
644k
beam_rank_competition_10km_total
int64
13
101
beam_rank_competition_10km_reviews
int64
500k
654k
beam_export_rank
int64
70
440
total_city_category
int64
709
709
total_city
int64
1.38k
1.38k
total_state_category
int64
25.8k
25.8k
total_state
int64
50.9k
50.9k
total_country_category
int64
724k
724k
total_country
int64
1.42M
1.42M
total_category_global
int64
724k
724k
beam_competitors_10km_competitive_strength
float64
0.16
0.5
beam_competitors_10km_competitor_avg_sentiment_30d
float64
0.24
0.38
beam_competitors_10km_competitor_avg_sentiment_90d
float64
0.34
0.58
beam_competitors_10km_sentiment_diff_30d
float64
-0.31
0.75
beam_competitors_10km_sentiment_diff_90d
float64
-0.73
0.63
beam_competitors_1km_competitive_strength
float64
0
0.72
beam_competitors_1km_competitor_avg_sentiment_30d
float64
0
0.5
beam_competitors_1km_competitor_avg_sentiment_90d
float64
0
0.79
beam_competitors_1km_sentiment_diff_30d
float64
-0.36
1
beam_competitors_1km_sentiment_diff_90d
float64
-0.69
0.78
beam_competitors_5km_competitive_strength
float64
0.18
0.56
beam_competitors_5km_competitor_avg_sentiment_30d
float64
0.21
0.31
beam_competitors_5km_competitor_avg_sentiment_90d
float64
0.33
0.57
beam_competitors_5km_sentiment_diff_30d
float64
-0.31
0.79
beam_competitors_5km_sentiment_diff_90d
float64
-0.7
0.49
beam_competitors_10km_competitor_count
int64
12
100
beam_competitors_1km_competitor_count
int64
1
85
beam_competitors_5km_competitor_count
int64
15
100
beam_competitors_1km_rank_by_score
int64
98.8k
735k
beam_competitors_1km_rank_by_rating
int64
9.67k
735k
beam_competitors_1km_rank_by_reviews
int64
146k
734k
beam_competitors_1km_score_percentile
float64
0
0.86
beam_competitors_1km_rating_percentile
float64
0
0.99
beam_competitors_1km_reviews_percentile
float64
0
0.8
beam_competitors_1km_health_percentile
float64
0
0.98
beam_competitors_1km_sentiment_percentile
float64
0
0.97
beam_competitors_1km_competitor_avg_score
float64
37.7
70.9
beam_competitors_1km_competitor_avg_rating
float64
1.63
4.65
beam_competitors_1km_competitor_avg_reviews
int64
2
593
beam_competitors_1km_competitor_avg_health
float64
50
90.9
beam_competitors_1km_competitor_avg_sentiment
float64
-0.1
0.73
beam_competitors_1km_score_diff
float64
-1.4
27.2
beam_competitors_1km_rating_diff
float64
-0.97
2.75
beam_competitors_1km_reviews_diff
int64
-549
1.39k
beam_competitors_1km_health_diff
float64
-31.6
35.5
beam_competitors_1km_sentiment_diff
float64
-0.61
0.53
beam_competitors_5km_rank_by_score
int64
307k
603k
beam_competitors_5km_rank_by_rating
int64
182k
641k
beam_competitors_5km_rank_by_reviews
int64
397k
648k
beam_competitors_5km_score_percentile
float64
0.19
0.58
beam_competitors_5km_rating_percentile
float64
0.14
0.74
beam_competitors_5km_reviews_percentile
float64
0.13
0.47
beam_competitors_5km_health_percentile
float64
0.15
0.75
beam_competitors_5km_sentiment_percentile
float64
0.15
0.69
beam_competitors_5km_competitor_avg_score
float64
66.2
74.8
beam_competitors_5km_competitor_avg_rating
float64
3.95
4.38
beam_competitors_5km_competitor_avg_reviews
int64
364
664
beam_competitors_5km_competitor_avg_health
float64
75.2
84.5
beam_competitors_5km_competitor_avg_sentiment
float64
0.46
0.62
beam_competitors_5km_score_diff
float64
-9.9
11.3
beam_competitors_5km_rating_diff
float64
-1.03
0.45
beam_competitors_5km_reviews_diff
int64
-549
941
beam_competitors_5km_health_diff
float64
-32.7
11.2
beam_competitors_5km_sentiment_diff
float64
-0.57
0.27
beam_competitors_10km_rank_by_score
int64
436k
644k
beam_competitors_10km_rank_by_rating
int64
78.2k
545k
beam_competitors_10km_rank_by_reviews
int64
500k
654k
beam_competitors_10km_score_percentile
float64
0.13
0.41
beam_competitors_1km_competitive_tier
stringclasses
4 values
beam_competitors_10km_rating_percentile
float64
0.25
0.88
beam_competitors_10km_reviews_percentile
float64
0.12
0.33
beam_competitors_10km_health_percentile
float64
0.24
0.91
beam_competitors_10km_sentiment_percentile
float64
0.26
0.91
beam_competitors_5km_competitive_tier
stringclasses
3 values
beam_competitors_10km_competitor_avg_score
float64
65.4
75.5
beam_competitors_10km_competitor_avg_rating
float64
4.19
4.53
beam_competitors_10km_competitor_avg_reviews
int64
351
684
beam_competitors_10km_competitor_avg_health
float64
79
89
beam_competitors_10km_competitive_tier
stringclasses
3 values
beam_competitors_10km_competitor_avg_sentiment
float64
0.55
0.73
beam_competitors_10km_score_diff
float64
-9.5
13.3
beam_competitors_10km_rating_diff
float64
-1.04
0.46
beam_competitors_10km_reviews_diff
int64
-488
912
beam_competitors_10km_health_diff
float64
-33.4
12.3
beam_competitors_10km_sentiment_diff
float64
-0.6
0.3
beam_competitors_1km_total_in_radius
int64
2
86
beam_competitors_5km_total_in_radius
int64
16
101
beam_competitors_10km_total_in_radius
int64
13
101
beam_competitors_1km_avg_distance_m
int64
219
865
beam_competitors_1km_closest_competitor_m
int64
3
746
beam_competitors_1km_market_type
stringclasses
3 values
beam_competitors_1km_review_share
float64
0
0.97
beam_competitors_1km_density_per_sqkm
float64
0.32
27.1
beam_competitors_1km_tier_below_40
float64
0
50
beam_competitors_1km_tier_40_59
float64
0
57.1
beam_competitors_1km_tier_60_79
float64
0
100
beam_competitors_1km_tier_80_100
float64
0
22.2
beam_competitors_5km_avg_distance_m
int64
2.24k
3.76k
beam_competitors_5km_closest_competitor_m
int64
1.01k
1.41k
beam_competitors_5km_market_type
stringclasses
1 value
beam_competitors_5km_review_share
float64
0
0.13
beam_competitors_5km_density_per_sqkm
float64
0.19
1.27
beam_competitors_5km_tier_below_40
float64
0
3.6
beam_competitors_5km_tier_40_59
float64
0
29.8
beam_competitors_5km_tier_60_79
float64
57.9
84
beam_competitors_5km_tier_80_100
float64
6.7
20
beam_competitors_10km_avg_distance_m
int64
6.39k
8.25k
beam_competitors_10km_closest_competitor_m
int64
5k
5.97k
beam_competitors_10km_market_type
stringclasses
2 values
beam_competitors_10km_review_share
float64
0
0.11
beam_competitors_10km_density_per_sqkm
float64
0.04
0.32
beam_competitors_10km_tier_below_40
float64
0
2
beam_competitors_10km_tier_40_59
float64
0
23.1
beam_competitors_10km_tier_60_79
float64
66.7
82
beam_competitors_10km_tier_80_100
float64
6.1
33.3
beam_competitors_city_competitor_avg_sentiment_30d
float64
0.33
0.35
beam_competitors_city_competitor_avg_sentiment_90d
float64
0.67
0.68
beam_competitors_city_sentiment_diff_30d
float64
-0.35
0.67
beam_competitors_city_sentiment_diff_90d
float64
-0.89
0.33
beam_competitors_city_competitor_count
int64
100
100
beam_competitors_city_total_in_city
int64
101
101
beam_competitors_city_rank_by_score
int64
21
445
beam_competitors_city_rank_by_rating
int64
168
759
beam_competitors_city_rank_by_reviews
int64
7
635
beam_competitors_city_score_percentile
float64
0.45
0.98
beam_competitors_city_rating_percentile
float64
0.05
0.79
beam_competitors_city_reviews_percentile
float64
0.21
0.99
beam_competitors_city_health_percentile
float64
0.04
0.83
beam_competitors_city_sentiment_percentile
float64
0.04
0.94
beam_competitors_city_competitor_avg_score
float64
78.4
78.6
beam_competitors_city_competitor_avg_rating
float64
4.37
4.39
beam_competitors_city_competitor_avg_reviews
int64
865
877
beam_competitors_city_competitor_avg_health
float64
84.5
85
beam_competitors_city_competitor_avg_sentiment
float64
0.66
0.67
beam_competitors_city_score_diff
float64
-13.8
6.9
beam_competitors_city_rating_diff
float64
-1.12
0.31
beam_competitors_city_reviews_diff
int64
-849
680
beam_competitors_city_health_diff
float64
-35.7
8.1
beam_competitors_city_sentiment_diff
float64
-0.67
0.2
beam_competitors_city_market_type
stringclasses
1 value
beam_competitors_city_review_share
float64
0
0.02
beam_competitors_city_density_per_sqkm
float64
3.83
3.83
beam_competitors_city_tier_below_40
float64
0
0
beam_competitors_city_tier_40_59
float64
0
0
beam_competitors_city_tier_60_79
float64
60
61
beam_competitors_city_tier_80_100
float64
39
40
beam_competitors_city_competitive_strength
float64
0.31
0.82
beam_competitors_city_underserved_score
float64
0.15
0.15
beam_competitors_city_competition_intensity
float64
8.24
8.26
beam_competitors_state_competitor_avg_sentiment_30d
float64
0.21
0.21
beam_competitors_state_competitor_avg_sentiment_90d
float64
0.8
0.8
beam_competitors_state_sentiment_diff_30d
float64
-0.21
0.79
beam_competitors_state_sentiment_diff_90d
float64
-1.01
0.2
beam_competitors_state_competitor_count
int64
100
100
beam_competitors_state_total_in_state
int64
101
101
beam_competitors_state_rank_by_score
int64
171
16k
beam_competitors_state_rank_by_rating
int64
5.74k
27.1k
beam_competitors_state_rank_by_reviews
int64
371
23.3k
beam_competitors_state_score_percentile
float64
0.44
0.99
beam_competitors_state_rating_percentile
float64
0.06
0.79
beam_competitors_state_reviews_percentile
float64
0.19
0.99
beam_competitors_state_health_percentile
float64
0.05
0.84
beam_competitors_state_sentiment_percentile
float64
0.04
0.94
beam_competitors_state_competitor_avg_score
float64
82.3
82.3
beam_competitors_state_competitor_avg_rating
float64
4.68
4.68
beam_competitors_state_competitor_avg_reviews
int64
1.61k
1.61k
beam_competitors_state_competitor_avg_health
float64
92.7
92.7
beam_competitors_state_competitor_avg_sentiment
float64
0.79
0.79
beam_competitors_state_score_diff
float64
-17.6
3.1
beam_competitors_state_rating_diff
float64
-1.42
0.01
beam_competitors_state_reviews_diff
int64
-1,579
-59
beam_competitors_state_health_diff
float64
-43.7
0.1
beam_competitors_state_sentiment_diff
float64
-0.79
0.08
beam_competitors_state_market_type
stringclasses
1 value
beam_competitors_state_review_share
float64
0
0.01
beam_competitors_state_density_per_sqkm
float64
0
0
beam_competitors_state_underserved_score
float64
1
1
beam_competitors_state_competition_intensity
float64
0.06
0.06
beam_competitors_state_competitive_strength
float64
0.3
0.83
beam_competitors_country_competitor_avg_sentiment_30d
float64
0.21
0.21
beam_competitors_country_competitor_avg_sentiment_90d
float64
0.37
0.37
beam_competitors_country_sentiment_diff_30d
float64
-0.21
0.79
beam_competitors_country_sentiment_diff_90d
float64
-0.59
0.63
beam_competitors_country_competitor_count
int64
828k
828k
beam_competitors_country_competitor_avg_score
float64
62.9
62.9
beam_competitors_country_competitor_avg_rating
float64
3.88
3.88
beam_competitors_country_competitor_avg_reviews
int64
394
394
beam_competitors_country_competitor_avg_health
float64
76.6
76.6
beam_competitors_country_competitor_avg_sentiment
float64
0.47
0.47
beam_competitors_country_score_diff
float64
1.8
22.5
beam_competitors_country_rating_diff
float64
-0.62
0.81
beam_competitors_country_reviews_diff
int64
-366
1.15k
beam_competitors_country_sentiment_diff
float64
-0.48
0.39
beam_competitors_country_score_percentile
float64
0.46
0.99
beam_competitors_country_rating_percentile
float64
0.06
0.77
beam_competitors_country_reviews_percentile
float64
0.23
0.99
beam_competitors_country_health_percentile
float64
0.05
0.85
beam_competitors_country_sentiment_percentile
float64
0.04
0.93
beam_competitors_country_rank_by_score
int64
5.65k
446k
beam_competitors_country_competitive_strength
float64
0.32
0.81
beam_competitors_country_health_diff
float64
-27.6
16.2
beam_competitors_country_rank_by_rating
int64
182k
774k
beam_competitors_country_rank_by_reviews
int64
9.33k
640k
beam_competitors_country_tier_40_59
float64
24.3
24.3
beam_competitors_country_tier_60_79
float64
58.7
58.7
beam_competitors_country_tier_80_100
float64
7.7
7.7
beam_competitors_country_tier_below_40
float64
9.2
9.2
beam_competitors_country_total_in_country
int64
828k
828k
beam_competitors_city_siblings_competitor_count
int64
147
553
beam_competitors_city_siblings_competitor_avg_score
float64
61.8
63.9
beam_competitors_city_siblings_competitor_avg_rating
float64
3.96
4.3
beam_competitors_city_siblings_competitor_avg_reviews
int64
340
356
beam_competitors_city_siblings_competitor_avg_health
float64
71.9
80.1
beam_competitors_city_siblings_competitor_avg_sentiment
float64
0.39
0.52
beam_competitors_city_siblings_score_diff
float64
0.8
21.5
beam_competitors_city_siblings_rating_diff
float64
-0.7
0.39
beam_competitors_city_siblings_reviews_diff
int64
-328
1.21k
beam_competitors_city_siblings_sentiment_diff
float64
-0.4
0.35
beam_competitors_city_siblings_score_percentile
float64
0.44
0.99
beam_competitors_city_siblings_rating_percentile
float64
0.1
0.77
beam_competitors_city_siblings_reviews_percentile
float64
0.23
1
beam_competitors_city_siblings_health_percentile
float64
0.06
0.82
beam_competitors_city_siblings_sentiment_percentile
float64
0.05
0.94
beam_competitors_city_siblings_rank_by_score
int64
5
311
beam_competitors_city_siblings_competitor_avg_recommend_pct
float64
64.7
65.2
beam_competitors_city_siblings_recommend_pct_diff
float64
-14.83
30.7
beam_competitors_city_siblings_recommend_pct_percentile
float64
0.24
0.95
beam_competitors_city_siblings_total_siblings
int64
147
553
beam_competitors_city_businesses_per_10k_pop
float64
10.5
10.5
beam_competitors_city_population_per_business
int64
951
951
beam_competitors_city_population_density
int64
3.64k
3.64k
beam_competitors_city_reviews_per_capita
float64
0.91
0.92
beam_competitors_city_reviews_per_10k_pop
float64
9.1k
9.22k
beam_competitors_state_businesses_per_10k_pop
float64
0.08
0.08
beam_competitors_state_population_per_business
int64
130k
130k
beam_competitors_state_population_density
int64
109
109
beam_competitors_state_reviews_per_capita
float64
0.01
0.01
beam_competitors_state_reviews_per_10k_pop
float64
123
123
beam_competitors_1km_hhi_contribution
float64
0.16
9.35k
beam_competitors_1km_hhi_minimum
float64
116
5k
beam_competitors_5km_hhi_contribution
float64
0.01
167
beam_competitors_5km_hhi_minimum
float64
99
625
beam_competitors_10km_hhi_contribution
float64
0.02
128
beam_competitors_10km_hhi_minimum
float64
99
769
beam_competitors_city_hhi_contribution
float64
0
3.07
beam_competitors_city_hhi_minimum
float64
99
99
beam_competitors_state_hhi_contribution
float64
0
0.91
beam_competitors_state_hhi_minimum
float64
99
99
beam_trends_score_30d_beam_score_overall
float64
-11.4
9.7
beam_trends_score_30d_rating
float64
-0.07
0.04
beam_trends_score_30d_review_count
int64
0
59
beam_trends_score_30d_beam_rating_health
float64
-1.4
2.9
beam_trends_score_30d_beam_popularity_percentile
float64
-53.8
35.9
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
-0.1
0.15
beam_trends_competitive_1km_30d_rank_change
int64
-208,909
176k
beam_trends_competitive_1km_30d_percentile_change
float64
-0.24
0.29
beam_trends_competitive_1km_90d_strength_change
float64
0
0.72
beam_trends_competitive_1km_90d_rank_change
int64
98.8k
735k
beam_trends_competitive_1km_90d_percentile_change
float64
0
0.86
beam_trends_competitive_5km_30d_strength_change
float64
-0.04
0.09
beam_trends_competitive_5km_30d_rank_change
int64
-45,587
32.7k
beam_trends_competitive_5km_30d_percentile_change
float64
-0.04
0.06
beam_trends_competitive_5km_90d_strength_change
float64
0.18
0.56
beam_trends_competitive_5km_90d_rank_change
int64
307k
603k
beam_trends_competitive_5km_90d_percentile_change
float64
0.19
0.58
beam_trends_competitive_10km_30d_strength_change
float64
-0.02
0.04
beam_trends_competitive_10km_30d_rank_change
int64
-72,669
14.3k
beam_trends_competitive_10km_30d_percentile_change
float64
-0.02
0.1
beam_trends_competitive_10km_90d_strength_change
float64
0.16
0.5
beam_trends_competitive_10km_90d_rank_change
int64
436k
644k
beam_trends_competitive_10km_90d_percentile_change
float64
0.13
0.41
beam_trends_competitive_city_30d_strength_change
float64
-0.24
0.27
beam_trends_competitive_city_30d_rank_change
int64
-353,519
-347,684
beam_trends_competitive_city_30d_percentile_change
float64
-0.13
0.41
beam_trends_competitive_city_90d_strength_change
float64
0.31
0.82
beam_trends_competitive_city_90d_rank_change
int64
21
445
beam_trends_competitive_city_90d_percentile_change
float64
0.45
0.98
beam_trends_competitive_state_30d_strength_change
float64
-0.13
0.4
beam_trends_competitive_state_30d_rank_change
int64
-375,383
-359,591
beam_trends_competitive_state_30d_percentile_change
float64
0.01
0.55
beam_trends_competitive_state_90d_strength_change
float64
0.3
0.83
beam_trends_competitive_state_90d_rank_change
int64
171
16k
beam_trends_competitive_state_90d_percentile_change
float64
0.45
0.99
beam_trends_sentiment_current_sentiment
float64
-0
0.87
beam_trends_sentiment_positive_ratio
float64
0
100
beam_trends_sentiment_negative_ratio
float64
0
50
beam_trends_sentiment_review_count
int64
26
1.55k
beam_trends_velocity_reviews_per_day
float64
0.03
0.7
beam_trends_velocity_reviews_per_month
float64
1
21
beam_trends_velocity_percentile_city
float64
0
1
beam_trends_velocity_percentile_state
float64
0.22
0.96
beam_trends_velocity_trend
stringclasses
3 values
beam_velocity_reviews_per_day
float64
0.03
0.7
beam_velocity_reviews_per_week
float64
0.23
4.9
beam_velocity_reviews_per_month
float64
1
21
beam_velocity_reviews_last_30d
int64
1
21
beam_velocity_reviews_last_90d
int64
1
69
beam_velocity_reviews_last_365d
int64
6
221
beam_velocity_percentile_1km
float64
0.28
0.97
beam_velocity_percentile_5km
float64
0.29
0.97
beam_velocity_percentile_10km
float64
0.29
0.97
beam_velocity_percentile_city
float64
0
1
beam_velocity_percentile_state
float64
0.22
0.96
beam_velocity_rank_1km
int64
29.2k
529k
beam_velocity_rank_5km
int64
30.3k
557k
beam_velocity_rank_10km
int64
30.3k
554k
beam_velocity_rank_city
int64
1
75
beam_velocity_rank_state
int64
4
2.18k
beam_velocity_trend
stringclasses
3 values
beam_velocity_change_30d
float64
-0.44
0.2
beam_velocity_change_90d
float64
beam_trends_sentiment_recommend_pct
float64
49.9
95.4
8RKM5CTK
Los Aztecas
Food and Drink
Restaurants
Mexican restaurant
Mexican restaurant, Restaurant
223 Shoemaker Rd, Pottstown, PA 19464
223 Shoemaker Rd
Reading
Pennsylvania
Pottstown
West End
19,464
US
true
40.253194
-75.663915
America/New_York
(610) 32*-****
2
null
true
Reading
Pennsylvania
US
http
http://aztecasrestaurants.com/losaztecas/index.html
aztecasrestaurants.com/losaztecas/index.html
aztecasrestaurants.com
com
4,313
2014-06-09
2026-06-09
Tucows Domains Inc.
null
null
0
0
0
Festive BYOB eatery featuring familiar Mexican fare & booths painted with Mexican scenes.
4.41
788
{"1": 45, "2": 25, "3": 48, "4": 137, "5": 582}
Onsite services, Takeout, Dine-in
Fast service
Lunch, Dinner, Solo dining
"Wheelchair accessible entrance, Wheelchair accessible parking lot, Wheelchair accessible restroom, (...TRUNCATED)
Coffee, Comfort food, Quick bite, Small plates, Vegetarian options
Lunch, Dinner, Catering, Dessert, Seating, Table service
Gender-neutral restroom, Restroom
Casual, Cozy, Quiet
Groups
null
Credit cards, Debit cards, NFC mobile payments
Good for kids, High chairs, Kids' menu
true
purchase_dataset@
true
true
4
null
null
https://www.facebook.com/elaztecaphiladelphia
elaztecaphiladelphia
https://twitter.com/plazaaztecanj
plazaaztecanj
https://www.tiktok.com/@aztecamexicanresto
aztecamexicanresto
https://www.linkedin.com/in/karleabociga
karleabociga
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
0
0
null
null
null
null
null
https://aztecasrestaurants.com/losaztecas/menu.html
null
null
2026-03-27T20:27:45.468698+00:00
0
0.97
1.4
9,215.56
204.8
27.7244
0.15
88.2
96.6
85.8
0.7205
null
0.6013
0.7313
0.661
0.0401
0.4477
0.2643
80.1
83
null
null
null
80
20
0
88.46
7.69
3.85
84.85
13.64
1.52
stable
declining
null
-2.9
-0.0597
-3.5
0
10
26
66
77.4
66.5
32
67
82.5
100
117
660
154
4,072
23,168
5,510
142,666
621,047
200,214
153,769
117
545,678
13
235,345
531,718
58
601,991
637,776
50
653,463
211
709
1,378
25,827
50,880
724,238
1,424,284
724,238
0.1741
0.2602
0.355
0.7398
0.2463
0.3142
0.25
0.2546
0.75
0.3467
0.3627
0.2573
0.5089
0.7427
0.0924
49
12
57
545,678
716,222
235,345
0.2549
0.0283
0.6792
0.0358
0.0401
61.3
3.09
514
63.4
0.2631
14.7
1.32
274
22.4
0.4579
531,718
258,999
601,991
0.2853
0.6343
0.1944
0.5995
0.4477
68.6
4.32
424
82.2
0.5608
7.4
0.09
364
3.6
0.1602
637,776
525,631
653,463
0.1381
Below Average
0.278
0.1181
0.2465
0.2643
Below Average
65.8
4.21
352
79.2
Emerging
0.5525
10.2
0.2
436
6.6
0.1685
13
58
50
298
56
moderate
0.1133
3.82
16.7
16.7
58.3
8.3
2,594
1,240
competitive
0.0316
0.73
0
29.8
57.9
12.3
7,516
5,264
competitive
0.0437
0.16
2
22.4
67.3
8.2
0.3497
0.6799
0.6503
-0.0786
100
101
162
373
146
0.7968
0.5274
0.818
0.5823
0.7257
78.5
4.38
877
84.8
0.6661
-2.5
0.03
-89
1
0.0549
competitive
0.0089
3.83
0
0
61
39
0.7223
0.15
8.25
0.2079
0.7971
0.7921
-0.1958
100
101
5,466
12,933
4,526
0.8083
0.5424
0.8433
0.6057
0.7377
82.3
4.68
1,607
92.7
0.7871
-6.3
-0.27
-819
-6.9
-0.0661
competitive
0.0049
0.0008
1
0.06
0.739
0.2094
0.3682
0.7906
0.2331
828,388
62.9
3.88
394
76.6
0.4737
13.1
0.53
394
0.2473
0.8159
0.5525
0.8027
0.6406
0.755
149,995
0.7329
9.2
363,712
163,191
24.3
58.7
7.7
9.2
828,389
553
63.9
4.3
340
80.1
0.5217
12.1
0.11
448
0.1993
0.7899
0.4746
0.8533
0.5435
0.712
114
64.73
23.44
0.6685
553
10.51
951
3,643
0.9216
9,215.56
0.08
130,118
109
0.0123
123.47
128.44
769.23
9.97
172.41
19.09
200
0.79
99.01
0.24
99.01
-0.5
0
4
0.1
-13.9
null
null
null
null
null
-0.03
43,420
-0.057
0.31
545,677
0.255
0.09
-25,471
0.035
0.36
531,717
0.285
0.02
-4,099
0.008
0.17
637,775
0.138
0.18
-347,967
0.227
0.72
162
0.797
0.3
-370,088
0.368
0.74
5,466
0.808
0.721
100
0
788
0.27
8
0.846
0.795
accelerating
0.27
1.87
8
8
16
78
0.848
0.854
0.854
0.846
0.795
119,524
124,212
124,100
5
174
accelerating
0.2
null
88.17
JWPL5JYR
La Casa del Chimi Restaurant
Food and Drink
Restaurants
Dominican restaurant
Dominican restaurant
402 Franklin St, Reading, PA 19602
402 Franklin St
Reading
Pennsylvania
null
null
19,602
US
true
40.333563
-75.929549
America/New_York
(610) 37*-****
2
null
true
Reading
Pennsylvania
US
http
http://casadelchimi.com
casadelchimi.com
casadelchimi.com
com
57
2026-02-02
2027-02-02
GoDaddy.com, LLC
purchase_dataset@icloud.com
null
1
1
0
Unassuming operation for Dominican plates of rice & beans, pork chops & pig's ears.
4.01
1,548
{"1": 228, "2": 83, "3": 186, "4": 384, "5": 1168}
No-contact delivery, Delivery, Onsite services, Takeout, Dine-in
Serves local specialty
Breakfast, Lunch, Dinner, Solo dining
Wheelchair accessible seating
Coffee, Comfort food, Healthy options, Late-night food, Quick bite, Small plates
Breakfast, Brunch, Lunch, Dinner, Catering, Counter service, Dessert, Seating, Table service
Gender-neutral restroom, Restroom
Casual, Cozy, Trendy
College students, Family-friendly, Groups, Tourists
Usually a wait
Credit cards, Debit cards, NFC mobile payments
Good for kids
true
purchase_dataset@
true
true
3
https://www.instagram.com/lacasadelchimi07
lacasadelchimi07
https://www.facebook.com/lacasadelchimifl
lacasadelchimifl
null
null
null
null
https://www.linkedin.com/in/danilo-cruz-68939211
danilo-cruz-68939211
null
null
null
null
null
null
null
null
1,153
2.29
null
4.08
2.52
2.29
60
null
null
null
null
null
null
null
null
null
null
null
null
https://order.online/store/28371529?pickup=true&redirected=true
null
null
2026-03-27T20:02:28.705627+00:00
1.21
0.97
0.4
9,333.46
273.2
27.7244
0.15
80.2
100
74.5
0.3831
1
0.4167
0.7005
0.5232
0.2672
0.6025
0.3664
70.8
76.2
100
0
0
66.67
25
8.33
86.67
10.48
2.86
76.55
16.55
6.9
improving
declining
0.5833
-5.4
-0.1065
-7.1
1
12
105
145
74.3
51.5
64
83
64.6
100
3
1,016
3
339
36,374
403
8,676
985,425
10,630
8,888
3
670,021
86
682,157
340,179
101
446,486
484,631
101
523,020
347
709
1,378
25,827
50,880
724,238
1,424,284
724,238
0.3301
0.3338
0.5047
0.6662
-0.1476
0.1355
0.1
0.3552
0.9
0.0019
0.5148
0.2847
0.5367
0.7153
-0.1796
100
85
100
670,021
540,908
682,157
0.0896
0.2577
0.0745
0.5155
0.2672
56.5
3.78
162
77.7
0.4145
16.1
0.23
1,386
-3.2
-0.0301
340,179
288,767
446,486
0.5396
0.5942
0.4022
0.6065
0.6025
74.1
4.3
607
82.3
0.6008
-1.5
-0.29
941
-7.8
-0.2164
484,631
470,409
523,020
0.3426
Emerging
0.3494
0.2941
0.361
0.3664
Average
74.1
4.26
636
81.3
Below Average
0.5895
-1.5
-0.25
912
-6.8
-0.2051
86
101
101
576
95
competitive
0.1013
27.06
12.9
41.2
44.7
1.2
2,907
1,012
competitive
0.0249
1.27
0
2
78
20
6,695
5,020
competitive
0.0237
0.32
0
1
82
17
0.3297
0.669
0.6703
-0.3119
100
101
250
592
7
0.6883
0.2606
0.9925
0.3242
0.3254
78.5
4.38
868
84.7
0.6645
-5.9
-0.37
680
-10.2
-0.2801
competitive
0.0175
3.83
0
0
61
39
0.6512
0.15
8.25
0.2079
0.7971
0.7921
-0.44
100
101
8,614
21,233
371
0.6989
0.2616
0.9872
0.3182
0.3128
82.3
4.68
1,607
92.7
0.7871
-9.7
-0.67
-59
-18.2
-0.4027
competitive
0.0095
0.0008
1
0.06
0.6542
0.2094
0.3682
0.7906
-0.0111
828,388
62.9
3.88
394
76.6
0.4737
9.7
0.13
1,154
-0.0893
0.7133
0.2795
0.9887
0.3573
0.3474
235,025
0.6658
-2.1
593,283
9,331
24.3
58.7
7.7
9.2
828,389
553
63.9
4.3
340
80.1
0.5217
8.7
-0.29
1,208
-0.1373
0.6812
0.1902
0.9964
0.2645
0.2808
175
64.73
-14.83
0.2446
553
10.51
951
3,643
0.9125
9,124.51
0.08
130,118
109
0.0123
123.47
102.54
116.28
6.18
99.01
5.64
99.01
3.07
99.01
0.91
99.01
-11.4
0
5
0
-47.4
null
null
null
null
null
-0.01
-7,166
0.012
0.14
670,019
0.09
0
-12,001
0.016
0.51
340,177
0.54
-0.01
1,156
-0.001
0.33
484,629
0.343
0.11
-347,879
0.119
0.65
250
0.688
0.22
-366,940
0.259
0.65
8,614
0.699
0.3844
100
0
1,548
0.27
8
1
0.96
stable
0.27
1.87
8
8
30
155
0.848
0.854
0.854
1
0.96
119,524
124,212
124,100
1
4
stable
0.04
null
49.9
2ERECXKT
Aladdin Restaurant
Food and Drink
Restaurants
Restaurant
Restaurant, Mediterranean restaurant
401 Penn Ave, Reading, PA 19611
401 Penn Ave
Reading
Pennsylvania
West Reading
null
19,611
US
true
40.335933
-75.945821
America/New_York
(610) 68*-****
2
null
true
Reading
Pennsylvania
US
http
http://aladdinreading.com
aladdinreading.com
aladdinreading.com
com
1,312
2022-08-27
2026-08-27
NAMECHEAP INC
null
null
0
0
0
Comfortable eatery serving traditional Mediterranean food such as kebabs & chicken shawarma.
4.28
635
{"1": 45, "2": 34, "3": 36, "4": 96, "5": 424}
Outdoor seating, No-contact delivery, Delivery, Onsite services, Takeout, Dine-in
Fireplace, Great coffee, Great tea selection
Lunch, Dinner, Solo dining
"Wheelchair accessible entrance, Wheelchair accessible parking lot, Wheelchair accessible restroom, (...TRUNCATED)
"Coffee, Comfort food, Halal food, Healthy options, Organic dishes, Private dining room, Small plate(...TRUNCATED)
Lunch, Dinner, Catering, Dessert, Seating, Table service
Restroom
Casual, Cozy, Quiet, Trendy
Family-friendly, Groups, LGBTQ+ friendly, Tourists, Transgender safespace
Accepts reservations
Credit cards, Debit cards, NFC mobile payments
Good for kids, High chairs, Kids' menu
true
purchase_dataset@
true
true
5
https://www.instagram.com/aladdinrestaurantwr
aladdinrestaurantwr
https://www.facebook.com/disneyaladdin
disneyaladdin
https://twitter.com/shathappenz
shathappenz
https://www.tiktok.com/@aladdin
aladdin
https://www.linkedin.com/in/kevinmack
kevinmack
null
null
null
null
null
null
null
null
1,113
2.55
null
1.44
2.64
2.55
1,041
null
null
null
null
2,551
48
27,000
10.04
null
4.99
0.83
0.83
https://aladdinreading.com/menu
null
null
2026-03-26T02:11:09.526757+00:00
2.68
0.24
0.2
10,100.88
164.1
27.7244
0.15
85.6
93.4
81.6
0.6446
null
0.4404
0.5799
0.5869
0.7227
0.5912
0.3271
72
79.3
null
null
null
66.67
33.33
0
68
16
16
74.03
16.88
9.09
stable
declining
null
-7.3
-0.1465
-9.2
0
9
25
77
79.2
32.8
92
100
76.6
98
156
814
212
5,465
28,554
7,674
185,928
765,977
266,817
199,546
156
331,623
51
455,260
344,539
101
414,309
516,873
101
550,274
274
709
1,378
25,827
50,880
724,238
1,424,284
724,238
0.2974
0.313
0.4875
-0.313
0.0928
0.5065
0.272
0.4747
-0.272
0.1056
0.5194
0.2605
0.5252
-0.2605
0.0551
100
50
100
331,623
299,032
455,260
0.5427
0.584
0.3809
0.7136
0.7227
65.5
4.08
364
81.3
0.5537
11.3
0.2
271
0.3
0.0809
344,539
303,644
414,309
0.5337
0.5747
0.4451
0.5701
0.5912
74
4.29
644
81.8
0.5978
2.8
-0.01
-9
-0.2
0.0368
516,873
482,499
550,274
0.2998
Average
0.3343
0.2574
0.3431
0.3271
Average
72.9
4.25
575
81
Below Average
0.5758
3.9
0.03
60
0.6
0.0588
51
101
101
400
24
competitive
0.0337
15.92
10
20
58
12
3,034
1,082
competitive
0.0098
1.27
0
2
83
15
6,959
5,120
competitive
0.0109
0.32
0
3
80
17
0.3497
0.6841
-0.3497
-0.1038
100
101
141
480
191
0.8229
0.3928
0.7618
0.4476
0.5823
78.6
4.39
873
84.9
0.6687
-1.8
-0.11
-238
-3.3
-0.0341
competitive
0.0072
3.83
0
0
60
40
0.6756
0.15
8.26
0.2079
0.7971
-0.2079
-0.2168
100
101
4,738
16,283
6,075
0.8331
0.4288
0.7893
0.4766
0.6028
82.3
4.68
1,607
92.7
0.7871
-5.5
-0.4
-972
-11.1
-0.1525
competitive
0.0039
0.0008
1
0.06
0.6987
0.2094
0.3682
-0.2094
0.2121
828,388
62.9
3.88
394
76.6
0.4737
13.9
0.4
241
0.1609
0.8391
0.4441
0.7438
0.5147
0.6271
130,958
0.692
5
454,381
211,864
24.3
58.7
7.7
9.2
828,389
553
63.9
4.3
340
80.1
0.5217
12.9
-0.02
295
0.1129
0.8243
0.3315
0.8025
0.4022
0.5562
96
64.73
21.35
0.5978
553
10.51
951
3,643
0.9179
9,179.28
0.08
130,118
109
0.0123
123.47
11.35
196.08
0.95
99.01
1.2
99.01
0.52
99.01
0.16
99.01
-4.7
0
0
0
-41.9
null
null
null
null
null
0.01
-37,944
0.052
0.51
331,621
0.543
-0.01
9,436
-0.013
0.52
344,536
0.534
0
-1,401
0.003
0.3
516,867
0.3
0.13
-347,988
0.253
0.68
141
0.823
0.27
-370,816
0.393
0.7
4,738
0.833
0.6346
null
null
635
0.07
2
0.425
0.425
decelerating
0.07
0.47
2
2
18
90
0.439
0.452
0.454
0.425
0.425
417,455
437,538
435,431
57
1,765
decelerating
-0.2
null
86.08
RJXCSHX5
The Blue Elephant Pottstown
Food and Drink
Restaurants
Asian fusion restaurant
Asian fusion restaurant, Bar
152 E High St, Pottstown, PA 19464
152 E High St
Reading
Pennsylvania
Pottstown
Downtown South
19,464
US
true
40.245556
-75.650738
America/New_York
(484) 94*-****
2
null
true
Reading
Pennsylvania
US
http
http://blueelephantbar.com
blueelephantbar.com
blueelephantbar.com
com
2,640
2019-01-07
2027-01-07
Tucows Domains Inc.
purchase_dataset@wsr-group.com
null
1
1
0
null
4.33
1,059
{"1": 78, "2": 40, "3": 61, "4": 153, "5": 722}
Outdoor seating, No-contact delivery, Delivery, Onsite services, Takeout, Dine-in
"Fast service, Great beer selection, Great cocktails, Great dessert, Great wine list, Live music, Se(...TRUNCATED)
Lunch, Dinner, Solo dining
"Wheelchair accessible entrance, Wheelchair accessible parking lot, Wheelchair accessible restroom, (...TRUNCATED)
"Alcohol, Beer, Cocktails, Coffee, Comfort food, Happy hour drinks, Happy hour food, Hard liquor, He(...TRUNCATED)
Brunch, Lunch, Dinner, Catering, Dessert, Seating, Table service
Bar onsite, Restroom, Wi-Fi
Cozy, Historic, Romantic, Trendy, Upscale
Family-friendly, Groups, LGBTQ+ friendly, Tourists
Brunch reservations recommended, Dinner reservations recommended, Accepts reservations
Credit cards, Debit cards
Good for kids, High chairs
true
purchase_dataset@
true
true
5
https://www.instagram.com/blueelephantbar
blueelephantbar
https://www.facebook.com/blueelephantrestaurant
blueelephantrestaurant
null
null
https://www.tiktok.com/@blueelephant_official
blueelephant_official
https://www.linkedin.com/in/rich-yodis-64182928
rich-yodis-64182928
https://www.youtube.com/channel/ucd5gbllhifnmlame0xfo5ba
ucd5gbllhifnmlame0xfo5ba
null
null
null
null
null
null
6,996
8.62
null
0.11
0.73
8.62
840
null
null
null
null
4,341
12
1,926
0.71
null
0.96
0.77
0.77
https://blueelephantbar.com/dinner
https://resy.com/cities/pottstown-pa/venues/blue-elephant
https://resy.com/cities/pottstown-pa/venues/blue-elephant
2026-03-21T00:51:30.643273+00:00
7.36
0.73
0.1
9,968.14
163.8
27.7244
0.15
86.6
100
83
0.6164
0
0.4866
0.4893
0.5197
0.953
0.1453
0.2878
74.3
76
0
0
100
73.33
20
6.67
75.61
14.63
9.76
76.19
17.14
6.67
declining
stable
-0.4866
-1.7
-0.0331
-2.2
1
15
41
105
78.8
39.5
92
83
74.4
88
39
745
46
1,808
26,425
2,241
67,341
708,025
88,535
73,140
39
146,073
19
653,429
602,912
56
550,753
616,663
50
636,008
242
709
1,378
25,827
50,880
724,238
1,424,284
724,238
0.1924
0.2602
0.3653
-0.2602
0.0481
0.6484
0.3333
0.5668
-0.3333
-0.1534
0.1963
0.2485
0.4309
-0.2485
-0.0175
49
18
55
146,073
9,672
653,429
0.7969
0.9858
0.1129
0.9825
0.953
69.3
4.65
203
90.9
0.688
6.3
-0.32
845
-7.9
-0.0714
602,912
641,320
550,753
0.1908
0.137
0.2628
0.1626
0.1453
66.2
3.95
484
75.5
0.4609
9.4
0.38
564
7.5
0.1557
616,663
525,631
636,008
0.1663
Average
0.278
0.1417
0.2513
0.2878
Emerging
67.2
4.21
387
79.3
Emerging
0.5615
8.4
0.12
661
3.7
0.0551
19
56
50
257
71
competitive
0.2227
5.73
0
27.8
55.6
16.7
2,532
1,091
competitive
0.0379
0.7
3.6
27.3
60
9.1
7,996
5,083
competitive
0.0524
0.16
2
20.4
69.4
8.2
0.3397
0.6684
-0.3397
-0.255
100
101
173
431
60
0.783
0.4501
0.9252
0.5075
0.5623
78.5
4.38
873
84.6
0.6622
-2.9
-0.05
175
-1.6
-0.0456
competitive
0.0119
3.83
0
0
61
39
0.7258
0.15
8.25
0.2079
0.7971
-0.2079
-0.3837
100
101
5,847
15,040
2,179
0.7948
0.4696
0.9241
0.5144
0.5769
82.3
4.68
1,607
92.7
0.7871
-6.7
-0.35
-559
-9.7
-0.1705
competitive
0.0065
0.0008
1
0.06
0.736
0.2094
0.3682
-0.2094
0.0452
828,388
62.9
3.88
394
76.6
0.4737
12.7
0.45
654
0.1429
0.8042
0.4828
0.8949
0.5527
0.6025
159,733
0.735
6.4
419,892
86,219
24.3
58.7
7.7
9.2
828,389
553
63.9
4.3
340
80.1
0.5217
11.7
0.03
708
0.0949
0.7717
0.3895
0.9293
0.4547
0.5127
125
64.73
9.91
0.4203
553
10.51
951
3,643
0.9177
9,177.08
0.08
130,118
109
0.0123
123.47
496.14
526.32
14.34
178.57
27.45
200
1.41
99.01
0.42
99.01
-9
0
7
-0.1
-51.5
null
null
null
null
null
0.15
-208,909
0.286
0.65
146,072
0.797
0
7,962
-0.009
0.2
602,911
0.191
0.03
-1,519
0.004
0.19
616,662
0.166
0.18
-353,367
0.219
0.73
173
0.783
0.3
-369,707
0.355
0.74
5,847
0.795
0.6166
null
null
1,048
0.2
6
0
0.691
decelerating
0.2
1.4
6
6
29
119
0.774
0.782
0.782
0
0.691
173,580
180,528
180,244
1
17
decelerating
-0.13
null
74.64
EAS9ELMQ
Heritage Restaurant
Food and Drink
Restaurants
Restaurant
Restaurant
6016 Morgantown Rd, Morgantown, PA 19543
6016 Morgantown Rd
Reading
Pennsylvania
null
null
19,543
US
true
40.16394
-75.888085
America/New_York
(610) 28*-****
2
null
true
Reading
Pennsylvania
US
http
http://morgantownheritage.com
morgantownheritage.com
morgantownheritage.com
com
3,099
2017-10-05
2027-10-05
GoDaddy.com, LLC
purchase_dataset@morgantownheritage.com
realdomain
1
1
0
"Traditional American family restaurant with old-timey supper club decor, full bar & a seasonal deck(...TRUNCATED)
4.39
812
{"1": 29, "2": 33, "3": 56, "4": 195, "5": 518}
Outdoor seating, Onsite services, Takeout, Dine-in
"Fast service, Fireplace, Great beer selection, Great cocktails, Great coffee, Serves local specialt(...TRUNCATED)
Breakfast, Lunch, Dinner, Solo dining
"Wheelchair accessible entrance, Wheelchair accessible parking lot, Wheelchair accessible restroom, (...TRUNCATED)
"Alcohol, Beer, Cocktails, Coffee, Comfort food, Happy hour drinks, Happy hour food, Hard liquor, He(...TRUNCATED)
Breakfast, Brunch, Lunch, Dinner, Dessert, Seating, Table service
Bar onsite, Restroom
Casual, Cozy
Groups, Tourists
Accepts reservations
Credit cards, Debit cards, NFC mobile payments
Good for kids, High chairs, Kids' menu
true
purchase_dataset@
true
true
2
https://www.instagram.com/morgantownheritage
morgantownheritage
null
null
null
null
https://www.tiktok.com/@morganheritageofficial
morganheritageofficial
null
null
null
null
null
null
null
null
null
null
850
1.03
null
1.17
1.03
1.03
1,039
null
null
null
null
19,500
285
45,700
5.07
null
5.73
5.03
5.07
https://morgantownheritage.com/menulist
null
null
2026-03-20T18:49:37.301433+00:00
20.5
0.12
0.3
9,644.12
409.4
27.7244
0.15
87.8
97
86.3
0.4911
0.5
0.6243
0.5675
0.4866
0.5763
0.2249
0.9122
81.2
74.3
100
0
0
88.89
11.11
0
87.5
12.5
0
80
13.33
6.67
declining
improving
-0.1243
6.9
0.1377
9.3
1
9
32
75
76.6
27.4
68
100
74.6
86
110
686
144
3,898
24,067
5,254
136,693
644,162
191,353
147,479
110
98,777
4
210,795
588,999
16
648,107
435,942
13
570,081
221
709
1,378
25,827
50,880
724,238
1,424,284
724,238
0.4969
0.375
0.5754
0.625
0.0645
0.7176
0.5
0.7723
0.5
-0.1324
0.1832
0.3
0.3346
0.7
0.3053
12
3
15
98,777
339,231
210,795
0.8628
0.5289
0.7125
0.3839
0.5763
70.9
4.03
533
75.4
0.5064
6.5
0.36
279
10.9
-0.0166
588,999
593,132
648,107
0.209
0.1988
0.1331
0.1497
0.2249
66.7
4.04
364
75.2
0.4941
10.7
0.35
448
11.1
-0.0043
435,942
78,185
570,081
0.4062
Strong
0.884
0.2307
0.9072
0.9122
Emerging
75.5
4.53
530
89
Average
0.7284
1.9
-0.14
282
-2.7
-0.2386
4
16
13
786
649
concentrated
0.3367
0.95
0
0
100
0
2,244
1,013
competitive
0.1293
0.19
0
26.7
66.7
6.7
8,247
5,972
moderate
0.1132
0.04
0
0
66.7
33.3
0.3397
0.6701
0.6603
-0.0302
100
101
123
388
135
0.8454
0.5112
0.8329
0.6022
0.4027
78.5
4.38
873
84.7
0.6654
-1.1
0.01
-61
1.6
-0.1756
competitive
0.0092
3.83
0
0
61
39
0.7414
0.15
8.25
0.2079
0.7971
0.7921
-0.1572
100
101
4,239
13,513
4,314
0.8502
0.5234
0.8505
0.6233
0.4196
82.3
4.68
1,607
92.7
0.7871
-4.9
-0.29
-795
-6.4
-0.2973
competitive
0.005
0.0008
1
0.06
0.7523
0.2094
0.3682
0.7906
0.2717
828,388
62.9
3.88
394
76.6
0.4737
14.5
0.51
418
0.0161
0.8558
0.535
0.8108
0.6553
0.4509
117,095
0.7461
9.7
378,286
156,449
24.3
58.7
7.7
9.2
828,389
553
63.9
4.3
340
80.1
0.5217
13.5
0.09
472
-0.0319
0.846
0.4547
0.8605
0.5616
0.346
84
64.73
-5.72
0.3007
553
10.51
951
3,643
0.9179
9,178.76
0.08
130,118
109
0.0123
123.47
1,133.33
2,500
167.24
625
128.15
769.23
0.85
99.01
0.25
99.01
0.6
0.01
7
0.1
-53.8
null
null
null
null
null
0.01
-38,382
0.053
0.72
98,776
0.863
0.07
-45,587
0.062
0.18
588,998
0.209
0.04
-72,669
0.096
0.5
435,940
0.406
0.2
-348,006
0.276
0.74
123
0.845
0.32
-371,315
0.41
0.75
4,239
0.85
0.4898
100
0
806
0.03
1
0.283
0.28
decelerating
0.03
0.23
1
1
14
78
0.281
0.292
0.294
0.283
0.28
528,654
556,970
554,104
75
2,175
decelerating
-0.2
null
59.01
MV5B7K5V
Subway
Food and Drink
Restaurants
Sandwich shop
Sandwich shop, Caterer, Fast food restaurant, Takeout Restaurant, Restaurant
223 Shoemaker Rd, Pottstown, PA 19464
223 Shoemaker Rd
Reading
Pennsylvania
Pottstown
West End
19,464
US
true
40.254883
-75.66527
America/New_York
(610) 32*-****
1
null
true
Reading
Pennsylvania
US
https
https://restaurants.subway.com/united-states/pa/pottstown/223-shoemaker-road
restaurants.subway.com/united-states/pa/pottstown/223-shoemaker-road
restaurants.subway.com
com
11,031
1996-01-17
2027-01-18
CSC Corporate Domains, Inc.
purchase_dataset@subway.fi, purchase_dataset@gmail.com
null
2
2
0
Casual counter-serve chain for build-your-own sandwiches & salads, with health-conscious options.
3.29
28
{"1": 8, "2": 2, "3": 1, "4": 2, "5": 11}
Delivery, Takeout, Dine-in
null
Lunch, Dinner, Solo dining
"Wheelchair accessible entrance, Wheelchair accessible parking lot, Wheelchair accessible restroom, (...TRUNCATED)
Comfort food, Healthy options, Quick bite
Breakfast, Lunch, Dinner, Catering, Counter service, Dessert
Restroom
Casual, Quiet
Tourists
null
Credit cards, Debit cards, NFC mobile payments
Good for kids, Kids' menu
true
purchase_dataset@
true
true
5
https://www.instagram.com/subway
subway
https://www.facebook.com/subway
subway
https://twitter.com/subway
subway
null
null
https://www.linkedin.com/company/subway
subway
https://www.youtube.com/user/subway
subway
null
null
null
null
null
null
1,440,864
0.03
null
0.02
0.03
0.03
1,661
null
null
null
null
null
null
null
null
null
null
null
null
https://subway.com/en-us/restaurant/52107-0/menu/?segment_code=0
null
null
2026-03-20T06:20:14.876743+00:00
1,515.1
0.12
0
9,163.11
168.1
27.7244
0.15
65.8
48.7
57.1
0.1497
1
1
1
-0.0206
0.0733
0.4274
0.2862
100
49
100
0
0
100
0
0
100
0
0
57.14
42.86
0
stable
improving
0
51
1.0206
104.1
1
1
1
7
67.7
52.4
56
100
88.8
86
553
1,251
989
20,816
45,404
37,852
558,670
1,254,579
1,048,897
601,900
553
520,725
13
161,099
522,493
56
590,898
640,732
53
650,971
438
709
1,378
25,827
50,880
724,238
1,424,284
724,238
0.1774
0.2644
0.3676
0.7356
0.6324
0.3603
0.25
0.2214
0.75
0.7786
0.3721
0.2667
0.5092
0.7333
0.4908
52
12
55
520,725
710,035
161,099
0.2881
0.0365
0.7802
0.0582
0.0733
61.9
3.19
577
65.8
0.3118
6.5
0.1
-549
-8.7
-0.1756
522,493
258,999
590,898
0.2977
0.6343
0.2092
0.5847
0.4274
68.9
4.32
437
82
0.5553
-0.5
-1.03
-409
-24.9
-0.4191
640,732
514,902
650,971
0.1341
Below Average
0.2912
0.1215
0.2665
0.2862
Below Average
65.6
4.22
357
79.6
Emerging
0.5609
2.8
-0.93
-329
-22.5
-0.4247
13
56
53
377
181
moderate
0.004
3.82
16.7
16.7
58.3
8.3
2,621
1,412
competitive
0.0012
0.7
0
29.1
58.2
12.7
7,462
5,073
competitive
0.0015
0.17
1.9
23.1
67.3
7.7
0.3497
0.6799
0.6503
0.3201
100
101
345
754
635
0.5661
0.0586
0.2095
0.1359
0.1646
78.5
4.38
877
84.8
0.6661
-10.1
-1.09
-849
-27.7
-0.5299
competitive
0.0003
3.83
0
0
61
39
0.3069
0.15
8.25
0.2079
0.7971
0.7921
0.2029
100
101
12,592
26,978
23,271
0.5614
0.0652
0.1926
0.139
0.1521
82.3
4.68
1,607
92.7
0.7871
-13.9
-1.39
-1,579
-35.6
-0.6509
competitive
0.0002
0.0008
1
0.06
0.3019
0.2094
0.3682
0.7906
0.6318
828,388
62.9
3.88
394
76.6
0.4737
5.5
-0.59
-366
-0.3375
0.579
0.0683
0.2251
0.1652
0.1877
346,051
0.3196
-19.5
770,495
639,906
24.3
58.7
7.7
9.2
828,389
147
61.8
3.96
356
71.9
0.3939
6.6
-0.67
-328
-0.2577
0.6712
0.1027
0.2329
0.2192
0.2329
49
65.15
-2.65
0.2808
147
10.51
951
3,643
0.9216
9,215.56
0.08
130,118
109
0.0123
123.47
0.16
769.23
0.01
178.57
0.02
188.68
0
99.01
0
99.01
9.7
0.04
4
2.9
29.8
null
null
null
null
null
-0.05
78,582
-0.105
0.36
520,725
0.288
0.09
-25,377
0.035
0.37
522,493
0.298
0.03
-6,012
0.01
0.18
640,732
0.134
-0.24
-347,784
-0.004
0.31
345
0.566
-0.13
-362,962
0.121
0.3
12,592
0.561
0.1362
100
0
26
0.03
1
0.487
0.349
accelerating
0.03
0.23
1
1
1
6
0.281
0.292
0.294
0.487
0.349
528,654
556,970
554,104
15
438
accelerating
0.03
null
62.5
PYEFYN8Y
Chili's Grill & Bar
Food and Drink
Restaurants
Restaurant
"Restaurant, American restaurant, Bar, Bar & grill, Family restaurant, Hamburger restaurant, Mexican(...TRUNCATED)
2703 N Meridian Blvd, Wyomissing, PA 19610
2703 N Meridian Blvd
Reading
Pennsylvania
null
null
19,610
US
true
40.354195
-75.980965
America/New_York
(610) 37*-****
2
Spring Ridge
true
Reading
Pennsylvania
US
https
https://chilis.com/locations/us/pennsylvania/wyomissing/wyomissing
chilis.com/locations/us/pennsylvania/wyomissing/wyomissing
chilis.com
com
10,490
1997-07-11
2026-07-10
CSC Corporate Domains, Inc.
"purchase_dataset@chilis.com, purchase_dataset@brinker.com, purchase_dataset@brinker.com, purchase_d(...TRUNCATED)
realdomain
6
6
0
Family-friendly chain serving classic Tex-Mex & American fare in a Southwestern-style setting.
3.91
1,053
{"1": 150, "2": 57, "3": 136, "4": 322, "5": 649}
No-contact delivery, Delivery, Onsite services, Takeout, Dine-in
Fast service, Great beer selection, Great cocktails, Great dessert, Sports
Lunch, Dinner, Solo dining
"Wheelchair accessible entrance, Wheelchair accessible parking lot, Wheelchair accessible restroom, (...TRUNCATED)
"Alcohol, Beer, Cocktails, Coffee, Comfort food, Happy hour drinks, Happy hour food, Hard liquor, La(...TRUNCATED)
Lunch, Dinner, Dessert, Seating, Table service
Bar onsite, Restroom, Wi-Fi
Casual, Cozy, Trendy
College students, Family-friendly, Groups, LGBTQ+ friendly, Tourists
Accepts reservations
Credit cards, Debit cards, NFC mobile payments
Good for kids, Has changing table(s), High chairs, Kids' menu
true
purchase_dataset@
true
true
7
https://www.instagram.com/chilis
chilis
https://www.facebook.com/chilis
chilis
https://twitter.com/chilis
chilis
https://www.tiktok.com/@chilisofficial
chilisofficial
null
null
https://www.youtube.com/chilis
chilis
https://github.com/couch-chilis
couch-chilis
null
null
https://www.pinterest.com/chilis
chilis
652,357
2.57
6.65
3.15
2.57
2.57
2,120
null
null
null
null
238,900
325
6,100,000
6.46
12.17
8.12
7.07
6.46
https://chilis.com/menu
null
null
2026-03-09T05:13:11.561891+00:00
685.97
1.21
0
9,769.36
116.9
27.7244
0.15
78.2
100
72.6
0.4599
0.875
0.4804
0.565
0.5713
0.1482
0.6634
0.4295
74
78.6
100
0
0
74.19
22.58
3.23
77.55
14.29
8.16
79.34
14.05
6.61
improving
declining
0.3946
-4.6
-0.0909
-5.9
4
31
49
121
75.8
42.8
100
83
75.7
64
47
1,080
54
1,909
38,783
2,387
71,947
1,055,059
95,084
78,129
47
537,462
21
185,781
335,750
101
476,633
498,979
101
544,030
372
709
1,378
25,827
50,880
724,238
1,424,284
724,238
0.3188
0.3013
0.5207
0.532
-0.096
0.3543
0.1625
0.1986
0.6708
0.2261
0.5444
0.303
0.5481
0.5303
-0.1234
100
20
100
537,462
676,597
185,781
0.2657
0.08
0.7466
0.066
0.1482
61.5
3.45
554
66.4
0.3654
14.7
0.46
499
6.2
0.0928
335,750
193,590
476,633
0.5454
0.7255
0.3619
0.7347
0.6634
74.2
4.37
571
84.2
0.6169
2
-0.46
482
-11.6
-0.1587
498,979
458,520
544,030
0.3234
Below Average
0.3657
0.2658
0.361
0.4295
Average
73.6
4.27
589
81.3
Below Average
0.6093
2.6
-0.36
464
-8.7
-0.1511
21
101
101
327
3
competitive
0.0868
6.37
15
15
70
0
3,008
1,134
competitive
0.0181
1.27
0
0
80
20
6,394
5,048
competitive
0.0176
0.32
0
3
81
16
0.3314
0.6683
0.5019
-0.2436
100
101
150
634
54
0.8067
0.2045
0.9314
0.3005
0.3803
78.4
4.38
873
84.7
0.6638
-2.2
-0.47
180
-12.1
-0.2056
competitive
0.0119
3.83
0
0
61
39
0.6635
0.15
8.24
0.2079
0.7971
0.6254
-0.3724
100
101
5,267
22,657
2,075
0.8146
0.213
0.9275
0.2902
0.3848
82.3
4.68
1,607
92.7
0.7871
-6.1
-0.77
-554
-20.1
-0.3289
competitive
0.0065
0.0008
1
0.06
0.668
0.2094
0.3682
0.6239
0.0565
828,388
62.9
3.88
394
76.6
0.4737
13.3
0.03
659
-0.0155
0.8218
0.2286
0.9
0.3269
0.418
145,183
0.6673
-4
635,792
82,081
24.3
58.7
7.7
9.2
828,389
553
63.9
4.3
340
80.1
0.5217
12.3
-0.39
713
-0.0635
0.8007
0.1576
0.933
0.2428
0.3261
107
64.73
14.94
0.462
553
10.51
951
3,643
0.9177
9,176.55
0.08
130,118
109
0.0123
123.47
75.4
476.19
3.28
99.01
3.08
99.01
1.42
99.01
0.42
99.01
-6
0.01
20
0.4
-47.4
null
null
null
null
null
-0.1
163,131
-0.219
0.35
537,461
0.266
0.01
-29,324
0.039
0.54
335,747
0.545
0
-7,789
0.011
0.32
498,974
0.323
0.12
-347,979
0.237
0.66
150
0.807
0.24
-370,287
0.374
0.67
5,267
0.815
0.4582
100
0
1,053
0.33
10
0.882
0.863
decelerating
0.33
2.33
10
10
44
132
0.892
0.896
0.896
0.882
0.863
87,059
90,435
90,390
14
447
decelerating
-0.44
null
79.67
C5VCK5U3
Chili's Grill & Bar
Food and Drink
Restaurants
Restaurant
"Restaurant, American restaurant, Bar, Bar & grill, Family restaurant, Hamburger restaurant, Mexican(...TRUNCATED)
220 Upland Square Dr, Stowe, PA 19464
220 Upland Square Dr
Reading
Pennsylvania
null
null
19,464
US
true
40.26518
-75.6508
America/New_York
(610) 32*-****
2
null
true
Reading
Pennsylvania
US
https
https://chilis.com/locations/us/pennsylvania/stowe/stowe
chilis.com/locations/us/pennsylvania/stowe/stowe
chilis.com
com
10,490
1997-07-11
2026-07-10
CSC Corporate Domains, Inc.
"purchase_dataset@chilis.com, purchase_dataset@yahoo.com, purchase_dataset@chilis.com, purchase_data(...TRUNCATED)
realdomain
8
7
1
Family-friendly chain serving classic Tex-Mex & American fare in a Southwestern-style setting.
3.72
1,083
{"1": 187, "2": 123, "3": 220, "4": 421, "5": 704}
Delivery, Onsite services, Takeout, Dine-in
Fast service, Great beer selection, Great cocktails, Great dessert, Sports
Lunch, Dinner, Solo dining
"Wheelchair accessible entrance, Wheelchair accessible parking lot, Wheelchair accessible restroom, (...TRUNCATED)
"Alcohol, Beer, Cocktails, Coffee, Comfort food, Happy hour drinks, Happy hour food, Hard liquor, La(...TRUNCATED)
Lunch, Dinner, Counter service, Dessert, Seating, Table service
Bar onsite, Restroom, Wi-Fi
Casual, Trendy
College students, Family-friendly, Groups, LGBTQ+ friendly, Tourists
Accepts reservations
Credit cards, Debit cards, NFC mobile payments
Good for kids, Has changing table(s), High chairs, Kids' menu
true
purchase_dataset@
true
true
6
https://www.instagram.com/chilis
chilis
https://www.facebook.com/chilis
chilis
https://twitter.com/chilis
chilis
null
null
null
null
https://www.youtube.com/chilis
chilis
https://github.com/couch-chilis
couch-chilis
null
null
https://www.pinterest.com/chilis
chilis
652,357
2.57
6.65
3.15
2.57
2.57
2,120
null
null
null
null
null
null
null
null
null
null
null
null
https://chilis.com/menu
null
null
2026-03-09T05:12:25.455587+00:00
685.97
1.82
0
9,324.3
136.6
27.7244
0.15
74.4
100
64.8
0.3311
0.1543
0.0839
0.3344
0.5816
0.0541
0.3488
0.2777
54.2
79.1
66.67
33.33
0
58.82
41.18
0
68.89
31.11
0
79.7
18.05
2.26
improving
declining
0.0704
-24.9
-0.4977
-31.5
6
17
45
133
74.3
70.5
88
83
58.7
64
33
1,142
38
1,481
41,581
1,789
53,333
1,138,113
68,408
57,766
33
578,487
8
440,256
547,139
64
590,120
643,625
50
653,978
402
709
1,378
25,827
50,880
724,238
1,424,284
724,238
0.1634
0.2398
0.3438
0.5935
-0.2105
0.2352
0.2143
0.2932
0.619
-0.1599
0.2805
0.2593
0.4757
0.574
-0.3424
49
7
63
578,487
660,000
440,256
0.2112
0.1016
0.401
0.0217
0.0541
60.4
3.52
374
60.5
0.2882
14.9
0.2
709
4.3
0.0454
547,139
457,743
590,120
0.2647
0.3717
0.2104
0.5202
0.3488
68.1
4.18
438
81.1
0.5333
7.2
-0.46
645
-16.3
-0.1997
643,625
544,757
653,978
0.1301
Below Average
0.2536
0.1175
0.2371
0.2777
Below Average
65.4
4.19
351
79
Emerging
0.5577
9.9
-0.47
732
-14.2
-0.2241
8
64
50
294
13
moderate
0.2924
2.23
0
57.1
42.9
0
2,710
1,379
competitive
0.0377
0.8
3.2
23.8
60.3
12.7
7,516
5,172
competitive
0.0593
0.16
2
22.4
69.4
6.1
0.3497
0.6799
0.4836
-0.5466
100
101
183
680
43
0.7706
0.1521
0.9476
0.2007
0.288
78.5
4.38
877
84.8
0.6661
-3.2
-0.66
206
-20
-0.3325
competitive
0.0122
3.83
0
0
61
39
0.6382
0.15
8.25
0.2079
0.7971
0.6254
-0.6638
100
101
6,103
24,467
1,597
0.7858
0.151
0.9444
0.1964
0.2669
82.3
4.68
1,607
92.7
0.7871
-7
-0.96
-524
-27.9
-0.4535
competitive
0.0067
0.0008
1
0.06
0.6429
0.2094
0.3682
0.6239
-0.2349
828,388
62.9
3.88
394
76.6
0.4737
12.4
-0.16
689
-0.1401
0.7954
0.1632
0.9264
0.228
0.3046
167,095
0.645
-11.8
690,950
60,361
24.3
58.7
7.7
9.2
828,389
553
63.9
4.3
340
80.1
0.5217
11.4
-0.58
743
-0.1881
0.7627
0.1123
0.9565
0.1721
0.2482
131
64.73
4.74
0.375
553
10.51
951
3,643
0.9216
9,215.56
0.08
130,118
109
0.0123
123.47
854.9
1,250
14.25
156.25
35.12
200
1.49
99.01
0.45
99.01
-4.8
0.01
59
0.5
-18.8
null
null
null
null
null
-0.04
115,722
-0.154
0.24
578,485
0.211
0.04
-25,620
0.035
0.28
547,137
0.265
0.02
-1,884
0.005
0.16
643,623
0.13
0.09
-347,946
0.201
0.64
183
0.771
0.21
-369,451
0.346
0.64
6,103
0.786
0.3336
100
0
1,083
0.5
15
0.937
0.934
accelerating
0.5
3.5
15
15
36
163
0.944
0.946
0.946
0.937
0.934
47,774
49,638
49,640
7
233
accelerating
0.17
null
69.47
MPZA2LV8
Berks YR Club
Food and Drink
Restaurants
Restaurant
Restaurant
1029 Thrush Rd, Wyomissing, PA 19610
1029 Thrush Rd
Reading
Pennsylvania
Wyomissing
null
19,610
US
true
40.32343
-75.961543
America/New_York
(610) 37*-****
2
null
true
Reading
Pennsylvania
US
http
http://berksyrclub.com
berksyrclub.com
berksyrclub.com
com
6,803
2007-08-15
2026-08-15
GoDaddy.com, LLC
null
null
0
0
0
null
4.38
117
{"1": 6, "2": 3, "3": 8, "4": 23, "5": 76}
Delivery, Takeout, Dine-in
Great cocktails, Great dessert, Great wine list, Live music, Serves local specialty, Sports
Lunch, Dinner, Solo dining
"Wheelchair accessible entrance, Wheelchair accessible parking lot, Wheelchair accessible restroom, (...TRUNCATED)
"Alcohol, Beer, Cocktails, Coffee, Comfort food, Happy hour drinks, Happy hour food, Hard liquor, Pr(...TRUNCATED)
Lunch, Dinner, Dessert, Seating, Table service
Bar onsite, Restroom
Casual, Cozy, Trendy, Upscale
Groups
Dinner reservations recommended, Accepts reservations
Credit cards, Debit cards
High chairs
true
purchase_dataset@
true
true
3
null
null
https://www.facebook.com/berksyrs
berksyrs
https://twitter.com/berksyrclub
berksyrclub
null
null
https://www.linkedin.com/in/virginia-griffith-613a1915
virginia-griffith-613a1915
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://berksyrclub.com/menu
null
null
2026-03-08T16:20:59.046559+00:00
0
0.12
2.8
9,178.76
273.8
27.7244
0.15
87.6
69.1
85.5
0.4248
1
0.5364
0.6291
0.679
0.0014
0.555
0.3213
76.8
84
100
0
0
50
0
50
60
0
40
66.67
0
33.33
improving
declining
0.4636
-7.2
-0.1426
-8.6
1
4
5
12
64
27.4
24
67
69.8
62
447
702
705
16,381
24,707
26,448
453,387
661,206
760,821
487,776
447
734,894
3
734,323
317,159
101
397,499
523,811
101
547,980
228
709
1,378
25,827
50,880
724,238
1,424,284
724,238
0.2904
0.3147
0.5346
0.6853
0.0018
0.0035
0
0
1
0.5364
0.5405
0.2405
0.4918
0.7595
0.0446
100
2
100
734,894
735,140
734,323
0.0037
0.0033
0.0036
0.0044
0.0014
37.7
1.63
2
50
-0.1038
27
2.75
115
35.5
0.5286
317,159
303,644
397,499
0.5697
0.5747
0.4676
0.5847
0.555
74.6
4.29
663
82
0.5883
-9.9
0.09
-546
3.5
-0.1635
523,811
493,691
547,980
0.2908
Emerging
0.3198
0.2604
0.3372
0.3213
Average
72.6
4.24
580
80.9
Below Average
0.5737
-7.9
0.14
-463
4.6
-0.1489
3
101
101
865
746
concentrated
0.9669
0.64
50
50
0
0
2,972
1,150
competitive
0.0018
1.27
0
1
81
18
7,534
5,152
competitive
0.002
0.32
0
5
79
16
0.3397
0.6701
0.6603
-0.1337
100
101
445
394
511
0.4451
0.4988
0.3641
0.5761
0.3516
78.5
4.38
873
84.7
0.6654
-13.8
0
-756
0.8
-0.2406
competitive
0.0013
3.83
0
0
61
39
0.4369
0.15
8.25
0.2079
0.7971
0.7921
-0.2607
100
101
15,963
13,781
18,292
0.4449
0.514
0.3659
0.5934
0.3511
82.3
4.68
1,607
92.7
0.7871
-17.6
-0.3
-1,490
-7.2
-0.3623
competitive
0.0007
0.0008
1
0.06
0.4419
0.2094
0.3682
0.7906
0.1682
828,388
62.9
3.88
394
76.6
0.4737
1.8
0.5
-277
-0.0489
0.459
0.5257
0.372
0.6287
0.3847
445,627
0.4529
8.9
385,242
519,128
24.3
58.7
7.7
9.2
828,389
553
63.9
4.3
340
80.1
0.5217
0.8
0.08
-223
-0.0969
0.4366
0.4457
0.375
0.5308
0.308
311
64.73
-11.28
0.2736
553
10.51
951
3,643
0.9179
9,178.76
0.08
130,118
109
0.0123
123.47
9,349.77
3,333.33
0.03
99.01
0.04
99.01
0.02
99.01
0.01
99.01
-5.7
0
1
0.2
-10.7
null
null
null
null
null
0
2,968
-0.001
0
734,893
0.004
-0.04
32,655
-0.044
0.54
317,126
0.57
-0.01
-2,126
0.004
0.29
523,759
0.291
-0.11
-347,684
-0.125
0.44
445
0.445
0.01
-359,591
0.005
0.44
15,963
0.445
0.4248
100
0
117
0.03
1
0.283
0.28
decelerating
0.03
0.23
1
1
5
13
0.281
0.292
0.294
0.283
0.28
528,654
556,970
554,104
75
2,175
decelerating
-0.07
null
53.45
47NPWVMR
Anthony's Coal Fired Pizza & Wings
Food and Drink
Restaurants
Pizza restaurant
"Pizza restaurant, Caterer, Chicken wings restaurant, Italian restaurant, Pasta shop, Pizza delivery(...TRUNCATED)
2733 Paper Mill Rd, Wyomissing, PA 19610
2733 Paper Mill Rd
Reading
Pennsylvania
null
null
19,610
US
true
40.357421
-75.983787
America/New_York
(610) 81*-****
2
Spring Ridge
true
Reading
Pennsylvania
US
https
https://acfp.com/locations/wyomissing
acfp.com/locations/wyomissing
acfp.com
com
8,172
2003-11-15
2028-11-15
GoDaddy.com, LLC
purchase_dataset@acfp.com, purchase_dataset@acfp.com, purchase_dataset@zenreach.com
realdomain
3
3
0
Casual chain serving charred-crust pies, plus wings, subs & Italian plates in a modern setting.
4.25
699
{"1": 59, "2": 24, "3": 46, "4": 131, "5": 447}
Outdoor seating, Curbside pickup, No-contact delivery, Delivery, Onsite services, Takeout, Dine-in
Fast service, Great beer selection, Great cocktails, Great wine list, Sports
Lunch, Dinner, Solo dining
"Wheelchair accessible entrance, Wheelchair accessible parking lot, Wheelchair accessible restroom, (...TRUNCATED)
"Alcohol, Beer, Cocktails, Coffee, Comfort food, Happy hour drinks, Happy hour food, Hard liquor, Or(...TRUNCATED)
Brunch, Lunch, Dinner, Catering, Counter service, Dessert, Seating, Table service
Bar onsite, Restroom, Wi-Fi
Casual, Cozy, Trendy
College students, Family-friendly, Groups, LGBTQ+ friendly, Tourists, Transgender safespace
Accepts reservations
Credit cards, Debit cards, NFC mobile payments
Good for kids, High chairs, Kids' menu
true
purchase_dataset@
true
true
5
https://www.instagram.com/anthonyscoalfiredpizza
anthonyscoalfiredpizza
https://www.facebook.com/anthonyscoalfiredpizza
anthonyscoalfiredpizza
https://twitter.com/americanliverny
americanliverny
null
null
null
null
https://www.youtube.com/user/anthonyscfpizza
anthonyscfpizza
https://github.com/usdcom
usdcom
null
null
null
null
44,860
2.24
null
null
2.24
2.24
4,367
null
null
null
null
null
null
null
null
null
null
null
null
https://acfp.com/menu
https://order.acfp.com/menu/anthonys-coal-fired-pizza-wyomissing
https://order.acfp.com/menu/anthonys-coal-fired-pizza-wyomissing
2026-03-08T15:22:41.015872+00:00
47.17
0.85
0
9,420.16
163.9
27.7244
0.15
85
94.8
81.7
0.6306
-1
0.0235
0.4826
0.6237
0.1278
0.6923
0.4047
51.2
81.2
0
100
0
52.94
47.06
0
76.47
23.53
0
82.56
17.44
0
declining
declining
-1.0235
-30
-0.6002
-36.9
1
17
34
86
73.5
40.5
80
83
61.9
62
134
842
176
4,832
29,551
6,675
166,752
794,388
236,807
179,217
134
516,375
22
145,585
353,397
101
499,721
498,979
101
524,976
285
709
1,378
25,827
50,880
724,238
1,424,284
724,238
0.3216
0.3147
0.5151
-0.3147
-0.3056
0.382
0.1944
0.211
-0.1944
-0.0015
0.5304
0.3123
0.5598
-0.3123
-0.3503
100
21
100
516,375
676,597
145,585
0.294
0.08
0.8014
0.0605
0.1278
62
3.45
593
66
0.354
13.2
0.8
106
15.7
0.2766
353,397
181,990
499,721
0.5218
0.7413
0.3311
0.7521
0.6923
73.8
4.38
544
84.5
0.6247
1.4
-0.13
155
-2.8
0.0059
498,979
470,409
524,976
0.3234
Below Average
0.3494
0.2914
0.3491
0.4047
Average
73.6
4.26
632
81.1
Below Average
0.6018
1.6
-0.01
67
0.6
0.0288
22
101
101
287
5
competitive
0.0531
6.68
14.3
14.3
71.4
0
3,174
1,348
competitive
0.0127
1.27
0
2
79
19
6,403
5,109
competitive
0.0109
0.32
0
3
81
16
0.3397
0.6704
-0.3397
-0.4609
100
101
186
492
166
0.7693
0.3828
0.7943
0.4576
0.5948
78.5
4.38
876
84.6
0.6621
-3.3
-0.13
-177
-2.9
-0.0315
competitive
0.0079
3.83
0
0
61
39
0.6608
0.15
8.25
0.2079
0.7971
-0.2079
-0.5876
100
101
6,195
16,964
5,370
0.7825
0.4051
0.8138
0.4795
0.5968
82.3
4.68
1,607
92.7
0.7871
-7.1
-0.43
-908
-11
-0.1565
competitive
0.0043
0.0008
1
0.06
0.6787
0.2094
0.3682
-0.2094
-0.1587
828,388
62.9
3.88
394
76.6
0.4737
12.3
0.37
305
0.1569
0.7924
0.4212
0.7699
0.5172
0.6217
169,486
0.6743
5.1
472,886
190,283
24.3
58.7
7.7
9.2
828,389
553
63.9
4.3
340
80.1
0.5217
11.3
-0.05
359
0.1089
0.7591
0.3152
0.8333
0.404
0.5453
133
64.73
22.23
0.625
553
10.51
951
3,643
0.9214
9,213.77
0.08
130,118
109
0.0123
123.47
28.22
454.55
1.61
99.01
1.2
99.01
0.63
99.01
0.19
99.01
-7.2
-0.01
4
-0.3
-36.6
null
null
null
null
null
-0.1
175,721
-0.236
0.38
516,374
0.294
0.01
-38,504
0.051
0.53
353,395
0.522
-0.01
2,211
-0.002
0.32
498,967
0.323
0.12
-347,943
0.2
0.66
186
0.769
0.25
-369,359
0.342
0.68
6,195
0.783
0.6306
50
50
699
0.23
7
0.919
0.885
decelerating
0.23
1.63
7
7
29
93
0.816
0.822
0.822
0.919
0.885
142,983
148,636
148,433
4
235
decelerating
-0.17
null
86.96
End of preview. Expand in Data Studio

All Restaurants in Reading, Pennsylvania, US

Free sample dataset from BeamStation

This dataset contains a complete export of every restaurant operating in Reading, Pennsylvania, United States. It includes 482 records, each representing a distinct establishment with all available profile columns such as name, address, cuisine type, contact information, and any other attributes provided by the source. The data is refreshed on a weekly basis to reflect openings, closures, and updates in the local dining scene. Researchers, market analysts, food‑service professionals, and developers building location‑based applications can use this collection to study the competitive landscape, track trends in culinary offerings, or power recommendation systems focused on the Reading area. The dataset is accessible via the provided URL, ensuring users have direct access to the most current and comprehensive snapshot of the city’s restaurant ecosystem.

Dataset Details

Field Value
Full dataset 482 records
Sample size 25 records
Location Reading
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-reading-pennsylvania-us-802013")

Get the Full Dataset

This is a free sample with masked email and phone data. The full dataset with 482 records and unmasked contact data is available at:

All Restaurants in Reading, Pennsylvania, US on BeamStation

License

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

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