Datasetpublic

beamstation/all-restaurants-in-eugene-springfield-metro-oregon-us-524682

All Restaurants in Eugene-Springfield (Metro), Oregon, US Free sample dataset from BeamStation The All Restaurants in Eugene‑Springfield (Metro), Oregon, US dataset provides a complete export of every restaurant operating in the Eugene‑Springfield metropolitan area. It contains 667 records, each representing a single establishment, and is refreshed on a weekly basis to keep the information current. The file includes all available columns from the source profiles, offering… See the full description on the dataset page: https://huggingface.co/datasets/beamstation/all-restaurants-in-eugene-springfield-metro-oregon-us-524682.

sourceHugging Faceotherupdated 6mo agoView on Hugging Face

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Dataset Card

All Restaurants in Eugene-Springfield (Metro), Oregon, US

Free sample dataset from [BeamStation](https://beamstation.com/datasets/524682/)

The All Restaurants in Eugene‑Springfield (Metro), Oregon, US dataset provides a complete export of every restaurant operating in the Eugene‑Springfield metropolitan area. It contains 667 records, each representing a single establishment, and is refreshed on a weekly basis to keep the information current. The file includes all available columns from the source profiles, offering details such as name, address, contact information, cuisine type, and any other attributes captured in the original source. This comprehensive snapshot is useful for local government planners assessing food‑service infrastructure, market researchers analyzing dining trends, developers building location‑based applications or recommendation engines, and hospitality consultants evaluating competition or site‑selection opportunities. Because the dataset covers the entire metro area without sampling, users can rely on it for accurate counts, spatial analyses, or as a foundation for enrichment with additional data sources. Access the dataset directly via the provided URL to download the latest weekly refresh.

Dataset Details

Field	Value
Full dataset	667 records
Sample size	25 records
Location	Eugene-Springfield, OR
Category	Restaurants
Updated	weekly
Format	CSV
Columns	beamid, title, categorymaingroup, categorysub_group, category, categories, address, street, city, state, ... (487 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	`review_growth_pct_180d`
145	`review_growth_pct_360d`
146	`review_growth_pct_90d`
147	`beam_score_overall`
148	`beam_popularity_percentile`
149	`beam_social_presence`
150	`beam_data_completeness`
151	`beam_price_value`
152	`beam_data_freshness`
153	`beam_rank_city_category`
154	`beam_rank_city_overall`
155	`beam_rank_city_reviews`
156	`beam_rank_state_category`
157	`beam_rank_state_overall`
158	`beam_rank_state_reviews`
159	`beam_rank_country_category`
160	`beam_rank_country_overall`
161	`beam_rank_country_reviews`
162	`beam_rank_place_global_category`
163	`beam_rank_category`
164	`beam_rank_competition_1km_category`
165	`beam_rank_competition_1km_total`
166	`beam_rank_competition_1km_reviews`
167	`beam_rank_competition_5km_category`
168	`beam_rank_competition_5km_total`
169	`beam_rank_competition_5km_reviews`
170	`beam_rank_competition_10km_category`
171	`beam_rank_competition_10km_total`
172	`beam_rank_competition_10km_reviews`
173	`beam_export_rank`
174	`total_city_category`
175	`total_city`
176	`total_state_category`
177	`total_state`
178	`total_country_category`
179	`total_country`
180	`total_category_global`
181	`beam_competitors_10km_competitive_strength`
182	`beam_competitors_10km_competitor_avg_sentiment_30d`
183	`beam_competitors_10km_competitor_avg_sentiment_90d`
184	`beam_competitors_10km_sentiment_diff_30d`
185	`beam_competitors_10km_sentiment_diff_90d`
186	`beam_competitors_1km_competitive_strength`
187	`beam_competitors_1km_competitor_avg_sentiment_30d`
188	`beam_competitors_1km_competitor_avg_sentiment_90d`
189	`beam_competitors_1km_sentiment_diff_30d`
190	`beam_competitors_1km_sentiment_diff_90d`
191	`beam_competitors_5km_competitive_strength`
192	`beam_competitors_5km_competitor_avg_sentiment_30d`
193	`beam_competitors_5km_competitor_avg_sentiment_90d`
194	`beam_competitors_5km_sentiment_diff_30d`
195	`beam_competitors_5km_sentiment_diff_90d`
196	`beam_competitors_10km_competitor_count`
197	`beam_competitors_1km_competitor_count`
198	`beam_competitors_5km_competitor_count`
199	`beam_competitors_1km_rank_by_score`
200	`beam_competitors_1km_rank_by_rating`
201	`beam_competitors_1km_rank_by_reviews`
202	`beam_competitors_1km_score_percentile`
203	`beam_competitors_1km_rating_percentile`
204	`beam_competitors_1km_reviews_percentile`
205	`beam_competitors_1km_health_percentile`
206	`beam_competitors_1km_sentiment_percentile`
207	`beam_competitors_1km_competitor_avg_score`
208	`beam_competitors_1km_competitor_avg_rating`
209	`beam_competitors_1km_competitor_avg_reviews`
210	`beam_competitors_1km_competitor_avg_health`
211	`beam_competitors_1km_competitor_avg_sentiment`
212	`beam_competitors_1km_score_diff`
213	`beam_competitors_1km_rating_diff`
214	`beam_competitors_1km_reviews_diff`
215	`beam_competitors_1km_health_diff`
216	`beam_competitors_1km_sentiment_diff`
217	`beam_competitors_5km_rank_by_score`
218	`beam_competitors_5km_rank_by_rating`
219	`beam_competitors_5km_rank_by_reviews`
220	`beam_competitors_5km_score_percentile`
221	`beam_competitors_5km_rating_percentile`
222	`beam_competitors_5km_reviews_percentile`
223	`beam_competitors_5km_health_percentile`
224	`beam_competitors_5km_sentiment_percentile`
225	`beam_competitors_5km_competitor_avg_score`
226	`beam_competitors_5km_competitor_avg_rating`
227	`beam_competitors_5km_competitor_avg_reviews`
228	`beam_competitors_5km_competitor_avg_health`
229	`beam_competitors_5km_competitor_avg_sentiment`
230	`beam_competitors_5km_score_diff`
231	`beam_competitors_5km_rating_diff`
232	`beam_competitors_5km_reviews_diff`
233	`beam_competitors_5km_health_diff`
234	`beam_competitors_5km_sentiment_diff`
235	`beam_competitors_10km_rank_by_score`
236	`beam_competitors_10km_rank_by_rating`
237	`beam_competitors_10km_rank_by_reviews`
238	`beam_competitors_10km_score_percentile`
239	`beam_competitors_1km_competitive_tier`
240	`beam_competitors_10km_rating_percentile`
241	`beam_competitors_10km_reviews_percentile`
242	`beam_competitors_10km_health_percentile`
243	`beam_competitors_10km_sentiment_percentile`
244	`beam_competitors_5km_competitive_tier`
245	`beam_competitors_10km_competitor_avg_score`
246	`beam_competitors_10km_competitor_avg_rating`
247	`beam_competitors_10km_competitor_avg_reviews`
248	`beam_competitors_10km_competitor_avg_health`
249	`beam_competitors_10km_competitive_tier`
250	`beam_competitors_10km_competitor_avg_sentiment`
251	`beam_competitors_10km_score_diff`
252	`beam_competitors_10km_rating_diff`
253	`beam_competitors_10km_reviews_diff`
254	`beam_competitors_10km_health_diff`
255	`beam_competitors_10km_sentiment_diff`
256	`beam_competitors_1km_total_in_radius`
257	`beam_competitors_5km_total_in_radius`
258	`beam_competitors_10km_total_in_radius`
259	`beam_competitors_1km_avg_distance_m`
260	`beam_competitors_1km_closest_competitor_m`
261	`beam_competitors_1km_market_type`
262	`beam_competitors_1km_review_share`
263	`beam_competitors_1km_density_per_sqkm`
264	`beam_competitors_1km_tier_below_40`
265	`beam_competitors_1km_tier_40_59`
266	`beam_competitors_1km_tier_60_79`
267	`beam_competitors_1km_tier_80_100`
268	`beam_competitors_5km_avg_distance_m`
269	`beam_competitors_5km_closest_competitor_m`
270	`beam_competitors_5km_market_type`
271	`beam_competitors_5km_review_share`
272	`beam_competitors_5km_density_per_sqkm`
273	`beam_competitors_5km_tier_below_40`
274	`beam_competitors_5km_tier_40_59`
275	`beam_competitors_5km_tier_60_79`
276	`beam_competitors_5km_tier_80_100`
277	`beam_competitors_10km_avg_distance_m`
278	`beam_competitors_10km_closest_competitor_m`
279	`beam_competitors_10km_market_type`
280	`beam_competitors_10km_review_share`
281	`beam_competitors_10km_density_per_sqkm`
282	`beam_competitors_10km_tier_below_40`
283	`beam_competitors_10km_tier_40_59`
284	`beam_competitors_10km_tier_60_79`
285	`beam_competitors_10km_tier_80_100`
286	`beam_competitors_city_competitor_avg_sentiment_30d`
287	`beam_competitors_city_competitor_avg_sentiment_90d`
288	`beam_competitors_city_sentiment_diff_30d`
289	`beam_competitors_city_sentiment_diff_90d`
290	`beam_competitors_city_competitor_count`
291	`beam_competitors_city_total_in_city`
292	`beam_competitors_city_rank_by_score`
293	`beam_competitors_city_rank_by_rating`
294	`beam_competitors_city_rank_by_reviews`
295	`beam_competitors_city_score_percentile`
296	`beam_competitors_city_rating_percentile`
297	`beam_competitors_city_reviews_percentile`
298	`beam_competitors_city_health_percentile`
299	`beam_competitors_city_sentiment_percentile`
300	`beam_competitors_city_competitor_avg_score`
301	`beam_competitors_city_competitor_avg_rating`
302	`beam_competitors_city_competitor_avg_reviews`
303	`beam_competitors_city_competitor_avg_health`
304	`beam_competitors_city_competitor_avg_sentiment`
305	`beam_competitors_city_score_diff`
306	`beam_competitors_city_rating_diff`
307	`beam_competitors_city_reviews_diff`
308	`beam_competitors_city_health_diff`
309	`beam_competitors_city_sentiment_diff`
310	`beam_competitors_city_market_type`
311	`beam_competitors_city_review_share`
312	`beam_competitors_city_density_per_sqkm`
313	`beam_competitors_city_tier_below_40`
314	`beam_competitors_city_tier_40_59`
315	`beam_competitors_city_tier_60_79`
316	`beam_competitors_city_tier_80_100`
317	`beam_competitors_city_competitive_strength`
318	`beam_competitors_city_underserved_score`
319	`beam_competitors_city_competition_intensity`
320	`beam_competitors_state_competitor_avg_sentiment_30d`
321	`beam_competitors_state_competitor_avg_sentiment_90d`
322	`beam_competitors_state_sentiment_diff_30d`
323	`beam_competitors_state_sentiment_diff_90d`
324	`beam_competitors_state_competitor_count`
325	`beam_competitors_state_total_in_state`
326	`beam_competitors_state_rank_by_score`
327	`beam_competitors_state_rank_by_rating`
328	`beam_competitors_state_rank_by_reviews`
329	`beam_competitors_state_score_percentile`
330	`beam_competitors_state_rating_percentile`
331	`beam_competitors_state_reviews_percentile`
332	`beam_competitors_state_health_percentile`
333	`beam_competitors_state_sentiment_percentile`
334	`beam_competitors_state_competitor_avg_score`
335	`beam_competitors_state_competitor_avg_rating`
336	`beam_competitors_state_competitor_avg_reviews`
337	`beam_competitors_state_competitor_avg_health`
338	`beam_competitors_state_competitor_avg_sentiment`
339	`beam_competitors_state_score_diff`
340	`beam_competitors_state_rating_diff`
341	`beam_competitors_state_reviews_diff`
342	`beam_competitors_state_health_diff`
343	`beam_competitors_state_sentiment_diff`
344	`beam_competitors_state_market_type`
345	`beam_competitors_state_review_share`
346	`beam_competitors_state_density_per_sqkm`
347	`beam_competitors_state_underserved_score`
348	`beam_competitors_state_competition_intensity`
349	`beam_competitors_state_competitive_strength`
350	`beam_competitors_country_competitor_avg_sentiment_30d`
351	`beam_competitors_country_competitor_avg_sentiment_90d`
352	`beam_competitors_country_sentiment_diff_30d`
353	`beam_competitors_country_sentiment_diff_90d`
354	`beam_competitors_country_competitor_count`
355	`beam_competitors_country_competitor_avg_score`
356	`beam_competitors_country_competitor_avg_rating`
357	`beam_competitors_country_competitor_avg_reviews`
358	`beam_competitors_country_competitor_avg_health`
359	`beam_competitors_country_competitor_avg_sentiment`
360	`beam_competitors_country_score_diff`
361	`beam_competitors_country_rating_diff`
362	`beam_competitors_country_reviews_diff`
363	`beam_competitors_country_sentiment_diff`
364	`beam_competitors_country_score_percentile`
365	`beam_competitors_country_rating_percentile`
366	`beam_competitors_country_reviews_percentile`
367	`beam_competitors_country_health_percentile`
368	`beam_competitors_country_sentiment_percentile`
369	`beam_competitors_country_rank_by_score`
370	`beam_competitors_country_competitive_strength`
371	`beam_competitors_country_health_diff`
372	`beam_competitors_country_rank_by_rating`
373	`beam_competitors_country_rank_by_reviews`
374	`beam_competitors_country_tier_40_59`
375	`beam_competitors_country_tier_60_79`
376	`beam_competitors_country_tier_80_100`
377	`beam_competitors_country_tier_below_40`
378	`beam_competitors_country_total_in_country`
379	`beam_competitors_city_siblings_competitor_count`
380	`beam_competitors_city_siblings_competitor_avg_score`
381	`beam_competitors_city_siblings_competitor_avg_rating`
382	`beam_competitors_city_siblings_competitor_avg_reviews`
383	`beam_competitors_city_siblings_competitor_avg_health`
384	`beam_competitors_city_siblings_competitor_avg_sentiment`
385	`beam_competitors_city_siblings_score_diff`
386	`beam_competitors_city_siblings_rating_diff`
387	`beam_competitors_city_siblings_reviews_diff`
388	`beam_competitors_city_siblings_sentiment_diff`
389	`beam_competitors_city_siblings_score_percentile`
390	`beam_competitors_city_siblings_rating_percentile`
391	`beam_competitors_city_siblings_reviews_percentile`
392	`beam_competitors_city_siblings_health_percentile`
393	`beam_competitors_city_siblings_sentiment_percentile`
394	`beam_competitors_city_siblings_rank_by_score`
395	`beam_competitors_city_siblings_competitor_avg_recommend_pct`
396	`beam_competitors_city_siblings_recommend_pct_diff`
397	`beam_competitors_city_siblings_recommend_pct_percentile`
398	`beam_competitors_city_siblings_total_siblings`
399	`beam_competitors_city_businesses_per_10k_pop`
400	`beam_competitors_city_population_per_business`
401	`beam_competitors_city_population_density`
402	`beam_competitors_city_reviews_per_capita`
403	`beam_competitors_city_reviews_per_10k_pop`
404	`beam_competitors_state_businesses_per_10k_pop`
405	`beam_competitors_state_population_per_business`
406	`beam_competitors_state_population_density`
407	`beam_competitors_state_reviews_per_capita`
408	`beam_competitors_state_reviews_per_10k_pop`
409	`beam_competitors_1km_hhi_contribution`
410	`beam_competitors_1km_hhi_minimum`
411	`beam_competitors_5km_hhi_contribution`
412	`beam_competitors_5km_hhi_minimum`
413	`beam_competitors_10km_hhi_contribution`
414	`beam_competitors_10km_hhi_minimum`
415	`beam_competitors_city_hhi_contribution`
416	`beam_competitors_city_hhi_minimum`
417	`beam_competitors_state_hhi_contribution`
418	`beam_competitors_state_hhi_minimum`
419	`beam_trends_score_30d_beam_score_overall`
420	`beam_trends_score_30d_rating`
421	`beam_trends_score_30d_review_count`
422	`beam_trends_score_30d_beam_rating_health`
423	`beam_trends_score_30d_beam_popularity_percentile`
424	`beam_trends_score_90d_beam_score_overall`
425	`beam_trends_score_90d_rating`
426	`beam_trends_score_90d_review_count`
427	`beam_trends_score_90d_beam_rating_health`
428	`beam_trends_score_90d_beam_popularity_percentile`
429	`beam_trends_competitive_1km_30d_strength_change`
430	`beam_trends_competitive_1km_30d_rank_change`
431	`beam_trends_competitive_1km_30d_percentile_change`
432	`beam_trends_competitive_1km_90d_strength_change`
433	`beam_trends_competitive_1km_90d_rank_change`
434	`beam_trends_competitive_1km_90d_percentile_change`
435	`beam_trends_competitive_5km_30d_strength_change`
436	`beam_trends_competitive_5km_30d_rank_change`
437	`beam_trends_competitive_5km_30d_percentile_change`
438	`beam_trends_competitive_5km_90d_strength_change`
439	`beam_trends_competitive_5km_90d_rank_change`
440	`beam_trends_competitive_5km_90d_percentile_change`
441	`beam_trends_competitive_10km_30d_strength_change`
442	`beam_trends_competitive_10km_30d_rank_change`
443	`beam_trends_competitive_10km_30d_percentile_change`
444	`beam_trends_competitive_10km_90d_strength_change`
445	`beam_trends_competitive_10km_90d_rank_change`
446	`beam_trends_competitive_10km_90d_percentile_change`
447	`beam_trends_competitive_city_30d_strength_change`
448	`beam_trends_competitive_city_30d_rank_change`
449	`beam_trends_competitive_city_30d_percentile_change`
450	`beam_trends_competitive_city_90d_strength_change`
451	`beam_trends_competitive_city_90d_rank_change`
452	`beam_trends_competitive_city_90d_percentile_change`
453	`beam_trends_competitive_state_30d_strength_change`
454	`beam_trends_competitive_state_30d_rank_change`
455	`beam_trends_competitive_state_30d_percentile_change`
456	`beam_trends_competitive_state_90d_strength_change`
457	`beam_trends_competitive_state_90d_rank_change`
458	`beam_trends_competitive_state_90d_percentile_change`
459	`beam_trends_sentiment_current_sentiment`
460	`beam_trends_sentiment_positive_ratio`
461	`beam_trends_sentiment_negative_ratio`
462	`beam_trends_sentiment_review_count`
463	`beam_trends_velocity_reviews_per_day`
464	`beam_trends_velocity_reviews_per_month`
465	`beam_trends_velocity_percentile_city`
466	`beam_trends_velocity_percentile_state`
467	`beam_trends_velocity_trend`
468	`beam_velocity_reviews_per_day`
469	`beam_velocity_reviews_per_week`
470	`beam_velocity_reviews_per_month`
471	`beam_velocity_reviews_last_30d`
472	`beam_velocity_reviews_last_90d`
473	`beam_velocity_reviews_last_365d`
474	`beam_velocity_percentile_1km`
475	`beam_velocity_percentile_5km`
476	`beam_velocity_percentile_10km`
477	`beam_velocity_percentile_city`
478	`beam_velocity_percentile_state`
479	`beam_velocity_rank_1km`
480	`beam_velocity_rank_5km`
481	`beam_velocity_rank_10km`
482	`beam_velocity_rank_city`
483	`beam_velocity_rank_state`
484	`beam_velocity_trend`
485	`beam_velocity_change_30d`
486	`beam_velocity_change_90d`
487	`beam_trends_sentiment_recommend_pct`

Usage

python

from datasets import load_dataset
ds = load_dataset("beamstation/all-restaurants-in-eugene-springfield-metro-oregon-us-524682")

Get the Full Dataset

This is a free sample with masked email and phone data. The full dataset with 667 records and unmasked contact data is available at:

[All Restaurants in Eugene-Springfield (Metro), Oregon, US on BeamStation](https://beamstation.com/datasets/524682/)

License

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