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MiroPad Gist
Η Χριστίνα Μποϊδίδου είναι Data Scientist με εμπειρία σε διαφορετικούς ρόλους που σχετίζονται με τα δεδομένα σε όλη την ακαδημαϊκή και τη βιομηχανία.
Επί του παρόντος, είναι μέλος της ομάδας Επιστήμης Δεδομένων του BBC Datalab, με στόχο τη δημιουργία συστάσεων για προϊόντα BBC με φωνητική δυνατότητα.
Είναι ενθουσιασμένη που εργάζεται ως μέρος μιας διεπιστημονικής ομάδας και βρίσκει την επικοινωνία βασικό μέρος κάθε προβλήματος της επιστήμης δεδομένων.
Super market
# To buy or not to buy
## & Other stories
### Tops
1. [Ribbed Puff Sleeve Crop Top](https://www.stories.com/en_gbp/clothing/tops/tops-t-shirts/product.ribbed-puff-sleeve-crop-top-white.0882705001.html)
2. [Linen Blend Scalloped Tank Top](https://www.stories.com/en_gbp/clothing/tops/tanktops-camisoles/product.linen-blend-scalloped-tank-top-black.0652193005.html)
3. [Micro Rib Knit Tank Top](https://www.stories.com/en_gbp/clothing/tops/tanktops-camisoles/product.micro-rib-knit-tank-top-white.0623461001.html)
4. [Spaghetti Strap Tank Top](https://www.stories.com/en_gbp/clothing/tops/tanktops-camisoles/product.spaghetti-strap-tank-top-beige.0737376002.html)
### Dresses
1. [Ruffled Tie Shoulder Midi Dress](https://www.stories.com/en_gbp/clothing/dresses/midi-dresses/product.ruffled-tie-shoulder-midi-dress-orange.0727838001.html)
2. [Scrunchie Strap Midi Dress](https://www.stories.com/en_gbp/clothing/dresses/midi-dresses/product.scrunchie-strap-midi-dress-green.0861346001.html)
3. [Sleeveless Button Up Mini Dress](https://www.stories.com/en_gbp/clothing/dresses/mini-dresses/product.sleeveless-button-up-mini-dress-green.0871128001.html)
4. [Smocked Silk Midi Dress](https://www.stories.com/en_gbp/clothing/dresses/midi-dresses/product.smocked-silk-midi-dress-black.0769180001.html)
5. [Knotted A-line Midi Slit Dress](https://www.stories.com/en_gbp/clothing/dresses/midi-dresses/product.knotted-a-line-midi-slit-dress-blue.0783466003.html)
6. [Smocked Strap Mini Dress](https://www.stories.com/en_gbp/clothing/dresses/mini-dresses/product.smocked-strap-mini-dress-pink.0847848004.html)
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"type": "boolean"
},
"created_at": {
"type": "date",
"format": "EEE MMM dd HH:mm:ss Z yyyy"
},
"default_profile": {
"type": "boolean"
},
"default_profile_image": {
"type": "boolean"
},
"derived": {
"properties": {
"geo": {
"properties": {
"coordinates": {
"type": "geo_point"
}
}
}
}
},
"description": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"favourites_count": {
"type": "long"
},
"followers_count": {
"type": "long"
},
"friends_count": {
"type": "long"
},
"geo_enabled": {
"type": "boolean"
},
"id": {
"type": "long"
},
"id_str": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"is_translator": {
"type": "boolean"
},
"lang": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"listed_count": {
"type": "long"
},
"location": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"name": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"profile_background_color": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"profile_background_image_url": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"profile_background_image_url_https": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"profile_background_tile": {
"type": "boolean"
},
"profile_banner_url": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"profile_image_url": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"profile_image_url_https": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"profile_link_color": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"profile_sidebar_border_color": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"profile_sidebar_fill_color": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"profile_text_color": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"profile_use_background_image": {
"type": "boolean"
},
"protected": {
"type": "boolean"
},
"screen_name": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"statuses_count": {
"type": "long"
},
"time_zone": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"url": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"utc_offset": {
"type": "long"
},
"verified": {
"type": "boolean"
}
}
}
}
}
}
}
}
# Twitter
{
"twitter": {
"mappings": {
"_doc": {
"properties": {
"coordinates": {
"properties": {
"coordinates": {
"type": "geo_point"
},
"type": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
}
}
},
"created_at": {
"type": "date",
"format": "EEE MMM dd HH:mm:ss Z yyyy"
},
"entities": {
"properties": {
"hashtags": {
"properties": {
"indices": {
"type": "long"
},
"text": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
}
}
},
"media": {
"properties": {
"display_url": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"expanded_url": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"id": {
"type": "long"
},
"id_str": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"indices": {
"type": "long"
},
"media_url": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"media_url_https": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"sizes": {
"properties": {
"large": {
"properties": {
"h": {
"type": "long"
},
"resize": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"w": {
"type": "long"
}
}
},
"medium": {
"properties": {
"h": {
"type": "long"
},
"resize": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"w": {
"type": "long"
}
}
},
"small": {
"properties": {
"h": {
"type": "long"
},
"resize": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"w": {
"type": "long"
}
}
},
"thumb": {
"properties": {
"h": {
"type": "long"
},
"resize": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"w": {
"type": "long"
}
}
}
}
},
"source_status_id": {
"type": "long"
},
"source_status_id_str": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"type": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"url": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
}
}
},
"symbols": {
"properties": {
"indices": {
"type": "long"
},
"text": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
}
}
},
"urls": {
"properties": {
"display_url": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"expanded_url": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"indices": {
"type": "long"
},
"url": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
}
}
},
"user_mentions": {
"properties": {
"id": {
"type": "long"
},
"id_str": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"indices": {
"type": "long"
},
"name": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"screen_name": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
}
}
}
}
},
"favorite_count": {
"type": "long"
},
"favorited": {
"type": "boolean"
},
"filter_level": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"geo": {
"properties": {
"coordinates": {
"type": "float"
},
"type": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
}
}
},
"id": {
"type": "long"
},
"id_str": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"in_reply_to_screen_name": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"in_reply_to_status_id": {
"type": "long"
},
"in_reply_to_status_id_str": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"in_reply_to_user_id": {
"type": "long"
},
"in_reply_to_user_id_str": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"lang": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"place": {
"properties": {
"attributes": {
"properties": {
"street_address": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
}
}
},
"bounding_box": {
"type": "geo_shape",
"coerce": true,
"ignore_malformed": true
},
"country": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"country_code": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"full_name": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"id": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"name": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"place_type": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"url": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
}
}
},
"possibly_sensitive": {
"type": "boolean"
},
"retweet_count": {
"type": "long"
},
"retweeted": {
"type": "boolean"
},
"retweeted_status": {
"properties": {
"coordinates": {
"properties": {
"coordinates": {
"type": "float"
},
"type": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
}
}
},
"created_at": {
"type": "date",
"format": "EEE MMM dd HH:mm:ss Z yyyy"
},
"entities": {
"properties": {
"hashtags": {
"properties": {
"indices": {
"type": "long"
},
"text": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
}
}
},
"media": {
"properties": {
"display_url": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"expanded_url": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"id": {
"type": "long"
},
"id_str": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"indices": {
"type": "long"
},
"media_url": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"media_url_https": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"sizes": {
"properties": {
"large": {
"properties": {
"h": {
"type": "long"
},
"resize": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"w": {
"type": "long"
}
}
},
"medium": {
"properties": {
"h": {
"type": "long"
},
"resize": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"w": {
"type": "long"
}
}
},
"small": {
"properties": {
"h": {
"type": "long"
},
"resize": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"w": {
"type": "long"
}
}
},
"thumb": {
"properties": {
"h": {
"type": "long"
},
"resize": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"w": {
"type": "long"
}
}
}
}
},
"source_status_id": {
"type": "long"
},
"source_status_id_str": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"type": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"url": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
}
}
},
"urls": {
"properties": {
"display_url": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"expanded_url": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"indices": {
"type": "long"
},
"url": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
}
}
},
"user_mentions": {
"properties": {
"id": {
"type": "long"
},
"id_str": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"indices": {
"type": "long"
},
"name": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"screen_name": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
}
}
}
}
},
"favorite_count": {
"type": "long"
},
"favorited": {
"type": "boolean"
},
"filter_level": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"geo": {
"properties": {
"coordinates": {
"type": "float"
},
"type": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
}
}
},
"id": {
"type": "long"
},
"id_str": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"in_reply_to_screen_name": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"in_reply_to_status_id": {
"type": "long"
},
"in_reply_to_status_id_str": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"in_reply_to_user_id": {
"type": "long"
},
"in_reply_to_user_id_str": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"lang": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"place": {
"properties": {
"attributes": {
"properties": {
"street_address": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
}
}
},
"bounding_box": {
"properties": {
"coordinates": {
"type": "float"
},
"type": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
}
}
},
"country": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"country_code": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"full_name": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"id": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"name": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"place_type": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"url": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
}
}
},
"possibly_sensitive": {
"type": "boolean"
},
"retweet_count": {
"type": "long"
},
"retweeted": {
"type": "boolean"
},
"scopes": {
"properties": {
"followers": {
"type": "boolean"
}
}
},
"source": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"text": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"truncated": {
"type": "boolean"
},
"user": {
"properties": {
"contributors_enabled": {
"type": "boolean"
},
"created_at": {
"type": "date",
"format": "EEE MMM dd HH:mm:ss Z yyyy"
},
"default_profile": {
"type": "boolean"
},
"default_profile_image": {
"type": "boolean"
},
"description": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"favourites_count": {
"type": "long"
},
"followers_count": {
"type": "long"
},
"friends_count": {
"type": "long"
},
"geo_enabled": {
"type": "boolean"
},
"id": {
"type": "long"
},
"id_str": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"is_translator": {
"type": "boolean"
},
"lang": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"listed_count": {
"type": "long"
},
"location": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"name": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"profile_background_color": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"profile_background_image_url": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"profile_background_image_url_https": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"profile_background_tile": {
"type": "boolean"
},
"profile_banner_url": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"profile_image_url": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"profile_image_url_https": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"profile_link_color": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"profile_sidebar_border_color": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"profile_sidebar_fill_color": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"profile_text_color": {
"type": "text",
"fields": {
"keyword": {
"type": "keyword",
"ignore_above": 256
}
}
},
"profile_use_background_image": {
"type": "boolean"
},
"protected": {
"type": "boolean"
},
"screen_name": {
"type": "text",
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