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tagging_with_searches_2.ipynb
{
"cells": [
{
"cell_type": "code",
"execution_count": 57,
"metadata": {},
"outputs": [],
"source": [
"import pandas as pd\n",
"import numpy as np"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Get the data\n",
"\n",
"## Exemplar query look up\n",
"* 681-x-2649 matrix\n",
"* rows are query clusters\n",
"* columns are broader set of common queries\n",
"* values are the \"strength\" of the query within the cluster"
]
},
{
"cell_type": "code",
"execution_count": 58,
"metadata": {},
"outputs": [],
"source": [
"masked_exemplar_query_mat = pd.read_csv('data/masked_exemplar_query_mat.csv').set_index('node_a')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Query, click count, name, description\n",
"* This is our training set.\n",
"* Similar to first set, but `cnt_list` is a new field that tells how many clicks each query generated.\n",
"* Do you know why?"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
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" <th>id</th>\n",
" <th>queries</th>\n",
" <th>cnt_list</th>\n",
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" <th>141</th>\n",
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" <td>3</td>\n",
" <td>Ladies Night 2018: Legends of Music</td>\n",
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" </tr>\n",
" <tr>\n",
" <th>11732</th>\n",
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" <td>cinco de mayo party,cinco de mayo</td>\n",
" <td>6,14</td>\n",
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" <td>Welcome to Koreatown</td>\n",
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" <td>data science</td>\n",
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" <td>7,9</td>\n",
" <td>Best of Both Worlds....Hip Hop vs Reggae</td>\n",
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],
"text/plain": [
" id queries cnt_list \\\n",
"7219 44438807670 ozio 4 \n",
"9813 44216142673 energy 3 \n",
"141 45197897127 lunch 4 \n",
"9891 46110066450 soca 4 \n",
"6431 45619726831 naked,bdsm 13,13 \n",
"1507 46232678185 first friday 5 \n",
"10297 44609848257 may 27,reggae 3,11 \n",
"11111 46044577571 hack 3 \n",
"11551 41767978147 memorial day weekend events 3 \n",
"8611 44326007281 ladies night 3 \n",
"11732 44346331070 cinco de mayo party,cinco de mayo 6,14 \n",
"1398 44156478215 korean 3 \n",
"17789 41618718708 data science 4 \n",
"8799 45449227864 marketing 4 \n",
"13749 46211528927 reggae,hip hop club 7,9 \n",
"10122 46169070934 open mic 3 \n",
"6458 46103137726 speed dating events 3 \n",
"11945 46352081323 iftar,ramadan 3,4 \n",
"7772 46172940508 yung bleu 3 \n",
"15198 40887317066 job fair 4 \n",
"\n",
" name \\\n",
"7219 Ozio Day Trip \n",
"9813 GEC Energy Summit 2018 Europe \n",
"141 Ship Visit on Costa Magica Stockholm \n",
"9891 STUDIO 45 • SATURDAY JUNE, 2ND 2018 at The Tru... \n",
"6431 Gretchen's BDSM Bacchanal \n",
"1507 FIRST FRIDAY ORLANDO - JUNE 1ST \n",
"10297 Busy Signal Houston Live Concert Sun May 27th ... \n",
"11111 HACKERS/FOUNDERS + MICROSOFT MR/AR MINI CONFER... \n",
"11551 Blast-Off Hemp Art Show \n",
"8611 Ladies Night 2018: Legends of Music \n",
"11732 Cinco De Mayo Penthouse Party \n",
"1398 Welcome to Koreatown \n",
"17789 2018 International Conference on Data Science ... \n",
"8799 Content Marketing para Emprendedores \n",
"13749 Best of Both Worlds....Hip Hop vs Reggae \n",
"10122 The Open Mic \n",
"6458 Graduate Professional Speed Dating for the 40 ... \n",
"11945 7th Annual Wilson Building Ramadan Sunset Feas... \n",
"7772 Yung Bleu Live In Concert - ALL AGES \n",
"15198 2019 Cleveland Career Fair. Meet with Top Emp... \n",
"\n",
" description \n",
"7219 <p style=\"text-align: center;\"><span style=\"co... \n",
"9813 <P CLASS=\"MsoNormal\"><SPAN>Global Energy Counc... \n",
"141 <P CLASS=\"MsoNormal\"><SPAN>For all those inter... \n",
"9891 <P><SPAN>Party Details...</SPAN><BR><BR><SPAN>... \n",
"6431 <DIV CLASS=\"g\">\\n<DIV CLASS=\"rc\">\\n<P CLASS=\"s... \n",
"1507 <P>JOIN US FOR ORLANDO #1 PARTY...FIRST FRIDAY... \n",
"10297 <p><span style=\"color: #ff0000;\"><b>Frakaz &am... \n",
"11111 <P>Hackers/Founders &amp; Microsoft bring you ... \n",
"11551 <DIV>\\n<DIV CLASS=\"_1mf _1mj\"><SPAN>Join us fo... \n",
"8611 <P>Ladie Night 2018: Legends of music, present... \n",
"11732 <P>Come celebrate Cinco de Mayo <SPAN>at this ... \n",
"1398 <p class=\"MsoNormalCxSpFirst\"><span>Annyeong! ... \n",
"17789 <P CLASS=\"MsoNormal\"><SPAN>Call for Paper</SPA... \n",
"8799 <P><SPAN>Conoce más sobre estrategias y herram... \n",
"13749 <P>Saturday may 26th Best of Both Worlds: Hip ... \n",
"10122 <P>$5 to perform 5 minutes </P>\\n<P><BR></P>\\n... \n",
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"11945 <P><SPAN><SPAN><IMG SRC=\"https://cdn.evbuc.com... \n",
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"15198 <DIV CLASS=\"js-xd-read-more-toggle-view read-m... "
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"data = pd.read_csv('data/tagging_with_searches_2.csv', names=['id', 'queries', 'cnt_list', 'name', 'description'])\n",
"data.sample(20)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Process label data\n",
"\n",
"## create a matrix `raw_event_labels` \n",
"* `num_events` long \n",
"* `num_popular_queries` wide\n",
"* values are the number of times that event was clicked due to that query"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"# takes 10 s\n",
"shape = (data.shape[0], masked_exemplar_query_mat.shape[1])\n",
"raw_event_labels = pd.DataFrame(np.zeros(shape), columns = masked_exemplar_query_mat.columns)\n",
"\n",
"for i, row in data.iterrows():\n",
" queries = row['queries'].split(',')\n",
" cnt_list = [int(i) for i in row['cnt_list'].split(',')]\n",
" assert len(queries) == len(cnt_list), queries\n",
" raw_event_labels.iloc[i][queries] = cnt_list"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"here's a subset"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [
{
"data": {
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"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>bitcoin</th>\n",
" <th>blockchain</th>\n",
" <th>crypto</th>\n",
" <th>cryptocurrency</th>\n",
" </tr>\n",
" </thead>\n",
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" <th>672</th>\n",
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" <th>1933</th>\n",
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" <tr>\n",
" <th>6680</th>\n",
" <td>9.0</td>\n",
" <td>0.0</td>\n",
" <td>0.0</td>\n",
" <td>9.0</td>\n",
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" <tr>\n",
" <th>7425</th>\n",
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" <tr>\n",
" <th>15878</th>\n",
" <td>0.0</td>\n",
" <td>10.0</td>\n",
" <td>6.0</td>\n",
" <td>0.0</td>\n",
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" <tr>\n",
" <th>17416</th>\n",
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],
"text/plain": [
" bitcoin blockchain crypto cryptocurrency\n",
"672 0.0 7.0 0.0 0.0\n",
"1933 9.0 9.0 0.0 3.0\n",
"2111 0.0 5.0 0.0 0.0\n",
"3222 0.0 3.0 0.0 0.0\n",
"3694 0.0 13.0 3.0 0.0\n",
"4058 0.0 5.0 0.0 0.0\n",
"4080 0.0 3.0 0.0 0.0\n",
"5377 3.0 5.0 3.0 0.0\n",
"5567 0.0 5.0 0.0 0.0\n",
"6680 9.0 0.0 0.0 9.0\n",
"7425 0.0 5.0 0.0 4.0\n",
"8957 0.0 5.0 0.0 0.0\n",
"9525 0.0 8.0 0.0 3.0\n",
"11481 0.0 0.0 3.0 9.0\n",
"12905 0.0 7.0 0.0 0.0\n",
"15878 0.0 10.0 6.0 0.0\n",
"17416 3.0 0.0 4.0 0.0\n",
"17426 0.0 10.0 0.0 0.0\n",
"18332 0.0 5.0 0.0 3.0"
]
},
"execution_count": 14,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"queries = ['bitcoin', 'blockchain', 'crypto', 'cryptocurrency']\n",
"ml_rows = np.where(data['queries'].str.split(',').apply(\n",
" lambda qs: \n",
" any(q in queries for q in qs)\n",
" and len(qs) > 2\n",
"))\n",
"raw_event_labels.iloc[ml_rows][queries]"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## collapse popular queries down to exemplar vocabulary\n",
"\n",
"How:\n",
"* For each row, get the counts associate w/ each query.\n",
"* Look up each query in the masked_exemplar_query_mat and find its \"exemplar query\" and \"strength\"\n",
"* multiply the click counts and strengths together and sum up everything that belongs to the same exemplar\n",
"\n",
"Sounds like a lot of nested `for` loops. But ***by the power of math*** it's a one liner matrix multiplication."
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [],
"source": [
"# cuz math is the coolest ¸¸.•*¨*•♫♪¸¸.•*¨*•♫♪¸¸.•*¨*•♫♪¸¸.•*¨*•♫♪¸¸.•*¨*•♫♪¸\n",
"event_labels = np.log((masked_exemplar_query_mat @ raw_event_labels.T).T + 1)\n",
"# ¸¸.•*¨*•♫♪¸¸.•*¨*•♫♪¸¸.•*¨*•♫♪¸¸.•*¨*•♫♪¸¸.•*¨*•♫♪¸¸.•*¨*•♫♪¸¸.•...oh yeah!"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"see if the label data makes sense"
]
},
{
"cell_type": "code",
"execution_count": 64,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"33\n",
"original queries: ['yoga retreat', 'free yoga', 'yoga events']\n",
"\n",
"labels:\n",
"node_a\n",
"yoga 2.510882\n",
"Name: 33, dtype: float64\n",
"-------------\n",
"39\n",
"original queries: ['vendors', 'vendor opportunities']\n",
"\n",
"labels:\n",
"node_a\n",
"vendor 2.079442\n",
"Name: 39, dtype: float64\n",
"-------------\n",
"267\n",
"original queries: ['third space', 'third space fitstival']\n",
"\n",
"labels:\n",
"node_a\n",
"lululemon 2.647592\n",
"Name: 267, dtype: float64\n",
"-------------\n",
"289\n",
"original queries: ['ozios', 'ozio']\n",
"\n",
"labels:\n",
"node_a\n",
"rosebar 4.533943\n",
"Name: 289, dtype: float64\n",
"-------------\n",
"374\n",
"original queries: ['business networking', 'oil and gas']\n",
"\n",
"labels:\n",
"node_a\n",
"energy 2.564949\n",
"networking 2.045074\n",
"Name: 374, dtype: float64\n",
"-------------\n",
"394\n",
"original queries: ['wedding expo', 'bloomingdales']\n",
"\n",
"labels:\n",
"node_a\n",
"bridal show 2.696877\n",
"Name: 394, dtype: float64\n",
"-------------\n",
"504\n",
"original queries: ['blossom', 'haiti']\n",
"\n",
"labels:\n",
"node_a\n",
"haitian 2.733221\n",
"shine 2.302585\n",
"Name: 504, dtype: float64\n",
"-------------\n"
]
}
],
"source": [
"#test that the features map pretty well to the original queries\n",
"num_queries = 2\n",
"n = 0\n",
"raw_queries = list(masked_exemplar_query_mat.index)\n",
"for i in range(data.shape[0]):\n",
" if n >= 7:\n",
" break\n",
" queries = data['queries'][i]\n",
" queries = queries.split(',')\n",
" if len(queries) < num_queries:\n",
" continue\n",
" if any([q in raw_queries for q in queries]):\n",
" continue\n",
" if i == 12:\n",
" continue\n",
" \n",
" n += 1\n",
" print(i)\n",
" print('original queries: {}'.format(queries))\n",
" print()\n",
" print('labels:\\n{}'.format(event_labels.iloc[i][event_labels.iloc[i]>0]))\n",
" print('-------------')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Build training set\n",
"* Split to training and test sets.\n",
"* Features (X) works just like before.\n",
"* Labels (y) is different. Instead of binary vector, it's now a vector of floating point number."
]
},
{
"cell_type": "code",
"execution_count": 29,
"metadata": {},
"outputs": [],
"source": [
"# takes 5 seconds\n",
"import re\n",
"import numpy as np\n",
"\n",
"from sklearn.feature_extraction.text import CountVectorizer\n",
"from sklearn.feature_extraction.text import TfidfTransformer\n",
"from sklearn.model_selection import train_test_split\n",
"from sklearn.pipeline import Pipeline\n",
"\n",
"XML_RE = re.compile(r'<[^>]+>|&\\w+;')\n",
"\n",
"titles = data['name']\n",
"bodies = data['description'].apply(lambda d: XML_RE.sub(' ', str(d)))\n",
"vect_tagses = event_labels\n",
"\n",
"titles_train, titles_test, bodies_train, bodies_test, vect_tagses_train, vect_tagses_test = train_test_split(\n",
" titles,\n",
" bodies,\n",
" vect_tagses,\n",
" test_size=1000,\n",
" random_state=42,\n",
") \n",
"\n",
"title_processor = Pipeline([\n",
" ('vect', CountVectorizer(stop_words='english', min_df=19)),\n",
" ('tfidf', TfidfTransformer(use_idf=True)),\n",
"])\n",
"tfidf_titles_train = title_processor.fit_transform(titles_train)\n",
"tfidf_titles_test = title_processor.transform(titles_test)\n",
" \n",
"body_processor = Pipeline([\n",
" ('vect', CountVectorizer(stop_words='english', min_df=9)),\n",
" ('tfidf', TfidfTransformer(use_idf=True)),\n",
"])\n",
"tfidf_bodies_train = body_processor.fit_transform(bodies_train)\n",
"tfidf_bodies_test = body_processor.transform(bodies_test)\n",
"\n",
"dense_tfidf_titles_train = tfidf_titles_train.todense()\n",
"dense_tfidf_titles_test = tfidf_titles_test.todense()\n",
"dense_tfidf_bodies_train = tfidf_bodies_train.todense()\n",
"dense_tfidf_bodies_test = tfidf_bodies_test.todense()\n",
"dense_vect_tagses_train = vect_tagses_train\n",
"dense_vect_tagses_test = vect_tagses_test\n",
"\n",
"X_train = np.concatenate((dense_tfidf_titles_train, dense_tfidf_bodies_train), axis=1)\n",
"X_test = np.concatenate((dense_tfidf_titles_test, dense_tfidf_bodies_test), axis=1)\n",
"X_test_raw = np.core.defchararray.add(np.core.defchararray.add(list(titles_test), '\\n'), bodies_test)\n",
" \n",
"y_train = dense_vect_tagses_train\n",
"y_test = dense_vect_tagses_test"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Build model"
]
},
{
"cell_type": "code",
"execution_count": 32,
"metadata": {},
"outputs": [],
"source": [
"# https://keras.io/getting-started/faq/#what-does-sample-batch-epoch-mean\n",
"from keras.layers import Input, Dense\n",
"import keras.models\n",
"from keras.models import Model\n",
"\n",
"model_file = 'data/tagging_with_searches_2/model'\n",
"try:\n",
" model = keras.models.load_model(model_file)\n",
"except:\n",
" inputs = Input(\n",
" shape=(X_train.shape[1],), \n",
" dtype='float', \n",
" name='inputs',\n",
" )\n",
" middle = Dense(y_train.shape[1], activation='relu')(inputs)\n",
" outputs = Dense(y_train.shape[1], name='outputs')(middle)\n",
"\n",
" model = Model(inputs=inputs, outputs=outputs)\n",
" model.compile(optimizer='rmsprop', loss='mean_squared_error')\n",
"\n",
" try:\n",
" model.fit(\n",
" X_train,\n",
" y_train,\n",
" epochs=\n",
" 250,\n",
" batch_size=1000,\n",
" )\n",
" except:\n",
" pass\n",
" finally:\n",
" save_response = input(\"Shall we save this?\")\n",
" if save_response in ('Y','y'):\n",
" model.save(model_file)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Examine Results"
]
},
{
"cell_type": "code",
"execution_count": 44,
"metadata": {
"scrolled": true
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"title=2018 Foster Love 5K & 10K -Boston\n",
"\n",
"queries=['5k run']\n",
"\n",
"predicted_tags=['5k run']\n",
"\n",
"body= FOSTER LOVE 5K 10K \r",
" *THIS IS A VIRTUAL RACE! \r",
" \r",
" \r",
" May is National Foster Care Month, and we want to help spread awareness with our Foster Love 5K 10K because Every Child Deserves A Family! We are grateful for all of those families that open their homes to foster children and hope to help make a difference in making sure that all children have a place to call home! \r",
" We will also be donating at least 15% of each registration to Foster Care to Success , which is the largest provider of college funding and support services for foster youth in the nation! We d love to raise enough to pay for a whole year of college for a foster youth! \r",
" *For a limited time get your official t-shirt and/or hoodie HERE! \r",
" What: This is a 5K and 10K virtual run (or walk) so you choose your own course and time yourself. \r",
" When: Complete your race any time in May 2018! \r",
" *Medals and bibs will ship at the end of April. After that they will ship every 2 to 5 days. \r",
" Where: You choose the course and you time yourself (you ll report your finishing time to us). \r",
" Why : Because this is our way of helping to spread awareness for Foster Care! \r",
" Cost: The price is $18 and that includes your medal, bib and shipping. Plus, at least 15% of every entry will be donated to Foster Care to Success . *We are in no way affiliated with this charity, we like to choose a different charity for each of our races and are happy to raise funds for them. \r",
" \r",
" WHAT IS A VIRTUAL RACE? A virtual race is a race that can be run (or walked) from any location you choose. You can run, jog, or walk on the road, on the trail, on the treadmill, at the gym or on the track (or even at another race). You get to run your own race, at your own pace, and time it yourself. And your medal will be shipped directly to you. Complete a virtual 5K, 10K, half marathon and more! \r",
" \r",
" \r",
" \r",
" ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=AFRO-CARIBBEAN WINE FEST ATLANTA\n",
"\n",
"queries=['wine']\n",
"\n",
"predicted_tags=['afro', 'caribbean', 'day party', 'memorial day weekend events', 'reggae', 'reggae fest', 'wine', 'wine tasting events']\n",
"\n",
"body= Infectious Afro Beats mixed with Sweet Caribbean Music and ah Splash of Wine. Join us for a fun-filled day of wine, music and art at the 2018 AFRO-CARIBBEAN WINE FEST ATLANTA. The Afro-Caribbean Wine Fest is an outdoor event promoting all genres of music and cultures with a strong emphasis on African- Caribbean music, foods and cultures. The festival will be held at the Garden Outdoor Event Center, 5616 Memorial Drive, Stone Mountain, GA 30083, from 3PM - 8PM. It's a family fun day in which parents are encouraged to bring their entire families to come out an enjoy live music and delicious food. The event is open to all ages, chairs and blankets are welcomed. Paid Admission Include: *Tasting of Wines *Souvenir Glass to Keep! *Live Entertainment *Delicious assortment of Foods ** Bring Chairs and Blankets to sit on Lawn ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=SMG Events Present SUMMER FOAM PARTY Feat. 4B, MONXX, AB THE THIEF\n",
"\n",
"queries=['foam']\n",
"\n",
"predicted_tags=['foam']\n",
"\n",
"body= SMG Events Presents its LARGEST OUTDOOR FOAM PARTY of the SUMMER BIGGER BETTER AND WETTER!!! Conveniently located on the Eastside of El Paso LINE-UP: 4B MONXX AB THE THIEF TICKET INFORMATION: Happy House 8401 Gateway Boulevard West (inside Cielo Vista Mall across from Jc Penny on the 1st floor) El Paso, TX 79925  (915) 778-1769 The Headstand 4409 Dyer Street El Paso, TX  (915) 566-1561 9pm to 2am line starts at 8pm EVERYONE WELCOME BAR FOR 21 OVER WITH VALID ID DOOR ARE AT 9PM LINE STARTS AT 8PM for more information please visit: www.facebook.com/smgeventsofficial www.twitter.com/smgevents www.instagram.com/smgevents PLEASE USE COMMON SENSE: if it is illegal, can damage something,  or hurt yourself or hurt others, it will  not be tolerated.  WE ENFORCE A ZERO TOLERANCE RULE ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=Open Mic + Worship\n",
"\n",
"queries=['open mic']\n",
"\n",
"predicted_tags=['open mic']\n",
"\n",
"body= Join our One Encounter Family for an unforgettable experience! There will be live music, spoken word and an opportunity to hear from some of Atlanta's most talented artists. We will also end the night worshipping together as one community! Coffee and refreshments will be provided. For more information, please visit our website at  oneencounter.org . FAQs Are there ID requirements or an age limit to enter the event? All ages are welcome to attend. What are my transport/parking options getting to the event? Free Parking. Our team will be available to assist with any parking related issues. What can/can't I bring to the event? No weapons allowed. The name of the ticket does not match the attendee. Are tickets transferable?  Yes. Tickets are transferable. Where can I contact the organizer with any questions? For any questions or concerns, please call (404) 919-1302 or send an email to oen@deenataylor.com. ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=Customer Acquisition: Advertising Strategies & Tactics for Startups\n",
"\n",
"queries=['marketing']\n",
"\n",
"predicted_tags=['memorial day weekend events', 'startup']\n",
"\n",
"body= “Sound an alarm! Advertising, not deals, builds brands.” - David Ogilvy Digital ads are everywhere. On our favorite blogs, videos, and social networks, on our computers or our smartphones. Digital advertising has been an important growth tactic for many startups, given that their customers are always on a digital channel. It's also easier than ever to target your ideal customer that's most likely to purchase your product thanks to the data and marketing tools. However, without a proper strategy, digital advertising can become a waste of resources and time. It's important to consider which platforms you will be advertising on, your costs, and more when acquiring customers using paid tactics. Join us for a discussion on digital advertising customer acquisition topics like Data targeting Native advertising Programmatic advertising Facebook ads, YouTube ads, Adwords, Instagram ads Using digital ads for customer acquisition Different types of media to use for your ads (video, pictures, etc) Preparing a budget Calculating costs (CAC, CPC, LTV, etc) And much more! About the panelists Jesse Horwitz, Co-founder Co-CEO of Hubble  - Jesse Horwitz is the Co-Founder and Co-CEO at Hubble, a direct-to-consumer, subscription contact lens company, where Horwitz focuses his efforts on fundraising, business development, and regulation compliance. Since launching in November 2016, Hubble has become one of the fastest growing, direct-to-consumer e-commerce companies in the U.S. Horwitz and Cogan earned a spot on Forbes’ prestigious “30 Under 30” list in 2016 and Hubble recently extended its footprint into Canada, the UK, and the Netherlands in the past year. Seiya Vogt, Senior Director of Customer Acquisition at x.ai - Seiya Vogt is currently the Senior Director of Customer Acquisition at x.ai where he oversees the entire marketing funnel. An internationally minded marketer, he has experience working in the startup scenes of Tokyo, San Francisco, and his native New York. Through working at companies like General Assembly, Bitly, and now x.ai, his expertise lies in acquisition, analytics, and inbound marketing. Anna Lee, Head of Acquisition Marketing at CultureIQ - Anna is Head of Acquisition Marketing at CultureIQ. Leading marketing operations, Anna is passionate about the company's mission to strengthen other organization's cultures. She is intrigued by the ever-changing martech landscape and enjoys exploring the latest digital marketing strategies. Anna earned her Masters degree from NYU and Bachelors degree from Smith College. Oleg Popov, Head of User Acquisition at Scentbird - Oleg is the Head of User Acquisition at both Scentbird, and Deck of Scarlet where he leads a full team of marketers, engineers, and creatives. As an expert in his field, Oleg began his career in his native Russia at PwC Group focusing on data analytics and business consulting. Over time, Oleg shifted gears to focus on a career path which would involve both creative and analysis where he would find his passion for growth hacking and user acquisition. When he’s not speaking to his remote team or glued to his computer, you can find Oleg watching an indie film or traveling around the world. Schedule: 6:30 - 6:50: Drinks Networking 6:50 - 7:50: Panel 7:50 - 8:15: Audience Q A 8:15 - 9:00: More Drinks Networking Stacklist hosts startup events in NYC to help entrepreneurs learn from successful founders experts. Previous speakers have included the founders of Greenhouse, Movable Ink, x.ai, and Techstars. You can find all of our  past events and speakers here ! If you have any questions, please email me at  danny@stacklist.com .  Thanks to Alley powered by Verizon for hosting our event. Alley powered by Verizon locations are developed by Verizon, the world’s leading technology company, in collaboration with Alley, a membership-only community workspace for creators. Each location is a curated community powered by the emerging technologies and thought-leadership of Verizon. ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=Make Your Own Fashion Illustrations - for Beginners!\n",
"\n",
"queries=['fashion']\n",
"\n",
"predicted_tags=['fashion', 'fashion show']\n",
"\n",
"body= Love fashion? Want to gain confidence in your drawing skills? Come and explore the exciting, colourful world of fashion illustration at this playful workshop guided by fashion illustrator  Dulcimer Draws !  Everyone can draw btw, a little guidance helps though! You'll experiment with a variety of different illustration styles and techniques using a range of materials: from collage and coloured pencils – to pastels and pens. Activities will be fun, with lots of experimentation and guidance, as you get to know your own creative style. You’ll take inspiration from leading fashion illustrators and draw from colourful imagery and your imagination, as well as re-creating one of Dulcimer’s best-selling works. At the end of the session you'll have your own set of stunning fashion illustrations to display proudly on your wall at home or give as a gift, as well as experiencing the proven mindfulness benefits of being creative. Suitable for complete beginners and those with experience. C apacity is limited, to ensure you feel nice, relaxed and get enough guidance. Ahhhhh lovely. Dulcimer is a self-taught artist with a background in brand marketing and a passion for fashion, drawing and unlocking creativity in others (like M.Y.O!) - especially those who think they 'can't draw'! She's been running creative workshops across London for years and we're delighted to have her hosting with us! Check out more of her work on her  website . We love it! Is also a M.Y.O Facebook album with pics  here . #noexperiencerequired #BYOB #mycreativefix #fashionillustration #fashion #DulcimerDraws ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=ICO Start-up Investor Pitch Contest sponsored by BlockHold Capital, Inc. \n",
"\n",
"queries=['blockchain']\n",
"\n",
"predicted_tags=['blockchain', 'pitch', 'startup', 'venture capital']\n",
"\n",
"body= This investor pitch contest (sponsored by BlockHold Capital, a publicly listed blockchain investment holding company) is for companies of all sizes and stages ( brand new startups to established companies) interested in launching an ICO or joining our ICO accelerator program.   Presenting companies are not required to have an active ICO in order to present but should have the intention of preparing an ICO. We'll be listening to pitches, sharing information about our investment strategy, and collaborating with other investment firms to share deal flow and ideas. An investment evaluation panel consisting of 5 judges will select the best and brightest companies to move on as finalists.  Top finalists will be invited to join our ICO accelerator program.   Venue location will only be disclosed to confirmed participants. If you are interested in presenting, please sign up here to request a presenter pass (limited quantity):    https://blockholdcapital.com/startup-application-form/ ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=Miami Beach Party \n",
"\n",
"queries=['lesbian events']\n",
"\n",
"predicted_tags=['memorial day weekend', 'memorial day weekend events', 'miami']\n",
"\n",
"body= Miami Beach Party  Join us for the hottest pregame on South Beach! Then to one of Miami Premier Nightclub  for the best hip hop and top 40s ! With this VIP package you'll spend more time partying inside the club and less waiting outside to get in. Package total is $60 for ladies, $60  for gentlemen. $20 deposit due now to reserve your spot $40 due when you arrive at the open bar and check in What you get: 1. 2 hour open bar from 10pm - 12 pm at Ocean Ten Lounge located at 960 Ocean Drive 2. Party bus transportation to The Miami Premier Nightclub  3. Express nightclub admisssion/ no waiting in line. For more info contact us at 786-505-2412 or email us. *Prices subject to change for special events and holiday weekends ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=Blockchainers: Valuing Cryptocurrency and Business Potential\n",
"\n",
"queries=['blockchain']\n",
"\n",
"predicted_tags=['blockchain', 'business']\n",
"\n",
"body= DOVER STREET BUILDING - 7:00PM - 10/05 - ROOM 1.035 - Tickets = Free - ------------------------------------------------------------------------------------------- This is Blockchainers final session until September 2018 and is for anyone interested in cryptocurrency investment or the impact of blockchain on business and society. Cryptocurrency or 'cryptoasset' prices have dropped significantly from their all time highs in January 2018. The majority of new, ambitious traders and investors have been selling at record speeds. Meanwhile the experienced hedge fund managers and investors, including George Soros, are beginning to buy up all the underpriced cryptoassets that have recently hit new lows. The price manipulation worked. But the hype, hysteria and extreme volatility surrounding the price of Bitcoin, and other variations of this new and exciting asset class, have successfully opened up a number of great new buying opportunities for the attentive investor. Whilst opportunities for good investments in the crypto space have begun to appear, there is one barrier to that is stopping you from being able to successfully capitalise on this rare market sell-off. That barrier is a lack of understanding of the real world value of this new asset class. As Warren Buffet, the worlds most successful investor has said: “Price is what you pay. Value is what you get.” and \"risk comes from not knowing what you are doing\". The fundamentals to being able to work out the actual value of any cryptoasset are not as complex as it may seem, and our team have spent the best part of a year researching trends, behaviours and the mechanics of cryptoassets to bring you some of the most effective and reputed methods of investing and trading, from some of the greatest thinkers in the investing and cryptocurrency space. The impact of this seismic shift in economics will also be seen throughout the business world. From the impact of cryptocurrency and blockchain on equality, to its impacts on marketing and democratic voting systems. Very few industries will be left untouched. We will also be discussing the potential impacts of blockchain and cryptocurrency on the future of business and society. This will be the final workshop and session run by Blockchainers until September 2018. ------------------------------------------------------------------------------------------- TIMETABLE: - 6:00pm - Introduction to cryptoassets and the stock market - 6:15pm - Valuation models and best practices for cryptoasset investing - 6:45pm - Case studies and examples - 7:00pm - The future of blockchain cryptocurrency in business - 7:20pm - Equality in this new industry - 7:30pm - End and networking ------------------------------------------------------------------------------------------- ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=Finance Networking & Happy Hour\n",
"\n",
"queries=['networking']\n",
"\n",
"predicted_tags=['finance', 'networking']\n",
"\n",
"body= Finance Networking Happy Hour Join us at Sixty Vines in Uptown Dallas for a casual happy hour and afternoon of networking with your finance peers. Our networking happy hour offers you the opportunity to meet a dynamic group of industry leaders from all verticals and create valuable connections in your area. As FP A processes become increasingly data driven, finance executives are looking for ways to quickly and efficiently provide business leaders with the information they need for better decision-making. We'll discuss current trends around budgeting, planning and forecasting in the era of self-service analytics. *This event is complimentary, but space is limited - RSVP today! ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=Supporting mental health needs of asylum seeking and refugee children (2nd part)\n",
"\n",
"queries=['mental health']\n",
"\n",
"predicted_tags=['kids', 'mental health', 'volunteer']\n",
"\n",
"body= Young Minds charity is running a follow up training for CARAS staff and volunteers to better support the mental health needs of asylum seeking and refugee children. This 1 day tailor made course, run by Amutha Rasapalan, will provide information and practical tools of how to better support young people at CARAS. Amutha has extensive experience working in education including her role as Humanitarian Education Coordinator at the British Red Cross, she has also had involvement in the creation of an international youth education resource to tackle refugee stigma This is a follow up training for those volunteers and staff members who have attended the first training course. If you would like to attend but you have not attended first session, do email egle@caras.org.uk and we can see if we can accommodate you. This training is open to CARAS volunteers and staff only. ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=Tech Fair In The Heights 2018\n",
"\n",
"queries=['health', 'job fair']\n",
"\n",
"predicted_tags=['job fair', 'tech']\n",
"\n",
"body= In collaboration with Councilman Ydanis Rodriguez, Community School District 6, and City College of New York. Join us at this amazing event! Learn about STEM careers and meet top professionals in this field. Participating Companies Google • Control Electropolishing Corporation • Intersection • Con Edison • New York Power Authority • Lego • ATAX • Major League Baseball • Teq • Rent Logic • Anyworld Virtual Reality • DURO-UAS • NOOA- CREST Research Center • ZAHN Innovation Center • PSI Plumbing • NYCx Co-Lab • Per Scholas • Downshift • NYU • City College of NY • Gregorio Luperon HS  • PS 8M • MS 322 • PS 28M • NYEDC • LAESA SHPE and many more… Don’t miss our Tech Raffle and Free Giveaways. ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=Open Mic Comedy at Kats Cafe\n",
"\n",
"queries=['open mic']\n",
"\n",
"predicted_tags=['open mic']\n",
"\n",
"body= ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=King’s College London Redox Biology & Medicine Symposium\n",
"\n",
"queries=['health']\n",
"\n",
"predicted_tags=[]\n",
"\n",
"body=   This one-day symposium will include presentations from leaders in the field of redox biology and medicine. This will include work that enhances our basic understanding of redox chemistry, biochemistry through to studies exploring the roles of such reactions and mechanisms in cells and tissues during health and disease. Examples of how such advances are culminating in translational studies, in which redox state is pharmacologically manipulated in man for therapeutic purposes, will also be presented. The symposium will take place in central London – a few minutes’ walk from Westminster tube station at One Birdcage Walk in the historic Institution of Mechanical Engineers. The meeting will be free to all attendees and includes registration, as well as food and refreshments during lunch and at the post-symposium get together.   Programme:  08:50 - 09:20 - Registration and morning tea and coffee 09:20 - 09:30 - Philip Eaton -  Welcome Session 1 chaired by Olena Rudyk and Rebecca Charles 09:30 - 10:00 - Neil Hogg  (Medical College of Wisconsin);  Red Light, nitric oxide and vascular function 10:00 - 10:30 -  Ivan Gout (University College London); Protein CoAlation and antioxidant function of of coenzyme A in redox regulation 10:30 - 11:00 - Yvonne Janssen-Heininger  (University of Vermont)  Glutathione, glutaredoxin and S-glutathionylation in lung disease 11:00 - 11:40 - Mid-morning tea coffee break Session 2 chaired by Giovanni Mann and Richard Siow 11:40 - 12:10 -  Francisco Jose Schopfer  (University of Pittsburgh);  Electrophiles modulate glutathione reductase activity via alkylation and upregulation of glutathione biosynthesis 12:10 - 12:40 -  Thomas Michel (Harvard University); Chemogenetic approaches to study redox biology in the cardiovascular system 12:40 - 13:00 -  Adam Nabeebaccus (King’s College London); N ox4 at the interface of cardiac substrate use 13:00 - 13:10 -  Catherine Wark  (BMG Labtech Ltd);  The CLARIOstar microplate reader and its applications for redox and metabolism measurements 13:10 - 14:30 - Lunch Posters Session Session 3 chaired by Alison Brewer and Celio Da Costa Dos Santos 14:30 - 15:00 -  Loes van Dam (Utrecht University);  Peroxiredoxins facilitate the oxidation of thiols in target proteins through distinct mechanisms 15:00 - 15:30 -  Takaaki Akaike  (Tohoku University);  Persulfide synthase coupled with translation mediates sulfur respiration in mammals 15:30 - 16:00 -  Virág Bogdándi (National Institute of Oncology, Hungary);  Speciation of reactive sulfur species and their reactions with alkylating agents: Do we have any clue about what is present inside the cell? 16:00 - 16:20 - Christopher Switzer (King's College London); S-Nitrosylation signalling induces genome-wide DNA demethylation 16:20 - 16:30 - Philip Eaton -  Closing remarks 17:00 - Post-symposium food and drinks at the Buckingham Arms Pub Symposium is sponsored by BGM Labtech ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=Philadelphia Concours d'Elegance: Classic Car Show & Competition\n",
"\n",
"queries=['car show', 'car shows']\n",
"\n",
"predicted_tags=['car show', 'car shows']\n",
"\n",
"body= 2nd Annual Philadelphia Concours d'Elegance. The Concours d'Elegance is a classic car show and competition to support birth defects and rare disease research at The Children's Hospital of Philadelphia.   This event is for car enthusiasts of all ages and is being held at the  Simeone Automotive Museum  in Philadelphia, PA on  Saturday June 16, 2017 . Join us for a fun filled day including: Premier judged concours with classic american and european automobiles Public car display.  Register  and show off your own cool car in the Car Corral! Music and kids activities Local food vendors Funds raised will support research at The Children's Hospital of Philadelphia. Help kids in need and give back to the community with a day of food, fun, cars and more! Preview Gala  dinner on  Friday June 15, 2017 .   *All sales are final. Tickets are non-refundable. The Philadelphia Concours d'Elegance is presented by Cool Cars for Kids, a registered 501(c)(3) organization. For more information , please visit  coolcarsforkids.org ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=Brand Masterclass: How to build your brand on a budget \n",
"\n",
"queries=['marketing']\n",
"\n",
"predicted_tags=['marketing']\n",
"\n",
"body= Club Workspace in partnership with The House , brings to you a Masterclass on ‘How to build your brand on a budget’ Learn how to brand your business without breaking the bank! There are some fundamental ways to tell your story on a budget and get your brand noticed. Join branding experts Michael Murdoch and Robbie Dale to discover the top tips and tricks to help an audience fall in love with your business as they share over 15 years worth of knowledge. Branding tells your story; it’s not just about a pretty logo! It's about the bigger thinking around the organisation. With a brand you can trust and believe in, any business can thrive. So whether you're launching or refreshing your brand, make sure you set solid foundations for growth. Look forward to seeing you there! ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=Designer Shopping & Beauty Day\n",
"\n",
"queries=['beauty']\n",
"\n",
"predicted_tags=['beauty']\n",
"\n",
"body= Designer Shopping Beauty Day at Gazelli House  is an exclusive Fashion, Beauty Fundraising event which gives you an atmosphere of a private shopping pamper day in the heart of beautiful Chelsea.  With everything from exclusive fashion brands and skincare consultations, to massages, facials and charity raffle, this is a shopping beauty event not to be missed. Join us at stylish Gazelli House to enjoy a drink on arrival, canapes and refreshments, 30-minutes treatments as well as a goodie bag on any purchase/treatment booking. Designers include: CRUZ BUENO COUTURE, UKULELE, JULIE TOWNEND, AFINA LONDON, BAGHEERA, FRANCESCA JEWELLERY, AROMA AURA, LUBI MENYA and more exciting brands. Book exclusive to our event 30mins Gazelli signature Face or Body Treatment and receive Gazelli Skin product worth £45 plus VIP Goodie bag as well as enter double charity raffle. To attend the event purchase Charity raffle or book 30-mins Gazelli Treatment. All who purchase tickets or treatments and attened the event will automatically enter the Charity Raffle in  support of Chance for Life Charity Foundation. For additional information visit our website www.vipdesignersale.com IMPORTANT Admission to the event is for registered guests ONLY. The registration closing date is 5th of June.  DRESS CODE: Comfortable chic, no strict dress code. Your Charity raffle ticket, private and non-transferable.  Tickets are non-refundable. ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=The Gospel of St Michael's\n",
"\n",
"queries=['gospel']\n",
"\n",
"predicted_tags=['gospel']\n",
"\n",
"body= Following on from their very sucessful Christmas 2017 concert, come and join the Gospel on The Rise community choir for their second event.  This evening promises to be exciting and inspirational and will feature guest artiste Sharlene-Monique. You wont want to miss it! When: Saturday 26th May 2018 Time: Concert starts at 7PM (Doors open at 6.30 PM) Price: £10.00  (+£1.85 Eventbrite booking Fee and 20% tax) SEATING FOR THIS EVENT IS LIMITED SO WE ADVISE PURCHASING YOUR TICKET AS SOON AS POSSIBLE TO AVOID DISAPPOINTMENT.   FAQs   Do I have to bring my printed ticket to the event? You can bring your printed ticket or show your ticket on a mobile device   Is my registration fee or ticket transferrable? Yes you can transfer your ticket   ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"title=Tipsy Trap Yoga: Cinco de Mayo Edition sponsored by: Tito's Homemade Vodka\n",
"\n",
"queries=['cinco de mayo']\n",
"\n",
"predicted_tags=['cinco de mayo', 'yoga']\n",
"\n",
"body= Let's turn up on the mat for Cinco de Mayo! Trap and flow 60 mins of yoga, Trap Music, and Selena.  Celebrating Cinco de Mayo with a Music, Yoga, and complimentary Tito-rita’s brought to you by Tito’s Handmade Vodka All Levels All Ages  All Sizes  All proceeds go to Yoga N Da Hood, a non profit organzation dedicated to making wellness affordable for everybody.  ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=Join us Sydney Tech Girls & Parents - Tech Girls Are Superheroes\n",
"\n",
"queries=['tech']\n",
"\n",
"predicted_tags=['tech', 'technology conference', 'women in tech']\n",
"\n",
"body= Come and experience Accenture's new exciting office space in Barangaroo in Sydney and be part of the Tech Girls Movement's annual Search for the Next Tech Girl Superhero competition celebrations. Be inspired hearing about the latest innovations in tech, and the innovators behind them. We welcome all girls 7 to 17 and their parents and teachers to this kick-off event to celebrate all of our budding tech girls.  WHAT DOES ACCENTURE DO Accenture solves our clients' toughest challenges by providing unmatched services in strategy, consulting, digital, technology and operations. We partner with more than three-quarters of the Fortune Global 500, driving innovation to improve the way the world works and lives. With expertise across more than 40 industries and all business functions, we deliver transformational outcomes for a demanding new digital world. ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=WokeSocietys MaryJ Appreciation Day\n",
"\n",
"queries=['cannabis']\n",
"\n",
"predicted_tags=['cannabis', 'day party', 'edibles', 'memorial day weekend', 'weed']\n",
"\n",
"body= You are invited to attend a  Private Event ... Wokesociety Presents MaryJ Appreciation Day for maryj lovers and users. Come enjoy the sounds of  Urban Hip Hop and Reggae music and  DC's best 420 vendors . We will have edibles, flowers, vapes, specials and much more. Date:  June 22 2018 Time:  12pm - 7pm Place:  Address TBR Entry Donation:  $5 Donation can be paid at the door or online **Free preroll to the first 50 Evenbrite ticket holders. ID is Required. You must be 21 to enter Consume items at your own risk. The venue and organizers are not responsible for reactions to items you consume. Initiative 71 compliant Cannabis Event | No Sales | Donations Only ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=3000 Ent. Presents.... T.N.T..... A Cinco De Mayo Turn Up\n",
"\n",
"queries=['cinco de mayo']\n",
"\n",
"predicted_tags=['cinco de mayo']\n",
"\n",
"body= CINCO DE MAYO IS MADE TO BE EXPLOSIVE WITH A LITTLE TNT(TACOS N TEQUILA)... THERE IS NOWHERE ELSE ON H ST. THAT YOU SHOULD BE BUT BEN'S UPSTAIRS ON MAY 5, 2018. 3000 ENT. AND DJ SETFIRE WILL BRING YOU THE MOST EXCLUSIVE CINCO DE MAYO PARTY AT BEN'S UPSTAIRS 1001 H. ST, NE, WASHINGTON, DC 20002 FROM 5-10PM. AS ALWAYS, DJ SETFIRE WILL BE SPINNING ALL THE LATEST JAMS, 90'S RNB, CLASSIC HIP-HOP, CARIBBEAN, AND MORE!! NOBODY ON H ST. WILL MATCH OUR SPECIALS ON MARGARITAS, TEQUILA, IMPORTED BEERS, AND OF COURSE TACOS AND DIPS. HOOKAH AVAILABLE ON A REQUEST BASIS. BE SURE TO RSVP FOR FREE ENTRY, AND PUT ON YOUR SOMBREROS WITH YOUR GOOD VIBES AS WE CELEBRATE CINCO DE MAYO LIKE NEVER BEFORE!  ANY INQUIRIES PLEASE CONTACT: 3000.ENTPROMO@GMAIL.COM OR @RONDRE_3000 VIA INSTAGRAM REMINDER: THE LOCATION IS BEN'S UPSTAIRS ON H ST. NE, NOT THE BEN'S NEXTDOOR LOCATION ON U ST.  ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=Black List London Happy Hour\n",
"\n",
"queries=['black']\n",
"\n",
"predicted_tags=['black', 'memorial day weekend']\n",
"\n",
"body= The Black List expanded our Happy Hours for one primary reason: to create social hubs for writers around the world where they can meet other screenwriters and discuss the craft and the reality of the screenwriter's life. So join your fellow writers at our London happy hour! Come to enjoy the drinks and the company. You never know who you might meet! We host happy hours on the first Wednesday of every month Upstairs @ Bricklayers Arms 31 Gresse St, Fitzrovia, London, W1T 1QS Closest tube Tottenham Court Lane. The event is free and open to the public (cash bar), so spread the word to your writer friends but be sure to RSVP! ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=Ultimate Carribean Yacht Party\n",
"\n",
"queries=['soca']\n",
"\n",
"predicted_tags=['boat party', 'soca']\n",
"\n",
"body= 65 Dollars per ticket Includes Free Food+Drinks, Island Props, and Good Music, Special Performance, DJ Jay3Kingz, Birthday Celebration Contact Ducatti (347)362-8435 for birthday packages. Music: Reggae, Punta, Soca, Hiphop, R B, Reggaeton, Etc  ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=MOODS Fridays | Underground Lounge | Soca x Reggae x Hip Hop\n",
"\n",
"queries=['hip hop', 'reggae', 'soca']\n",
"\n",
"predicted_tags=['reggae', 'soca']\n",
"\n",
"body= Join us this week @ #MoodsFridays help us brand Queens as the newest Caribbean Island ============================== =========== Party Perks: ✔FREE B4  12AM ✔BEST SOCA REGGAE DJS ✔Unlimited Vibes  ✔MATURE CLIENTELE The Vibes:  Dj Messi × Dj Trouble x Toonkie x Dj Paddy Dj Ten Spped x Love Life Sounds  ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=devops REX 2018 - la conférence devops 100% retour d'expérience\n",
"\n",
"queries=['hackathon']\n",
"\n",
"predicted_tags=['hackathon']\n",
"\n",
"body= devops REX est la conférence devops 100% retour d’expérience (REX). Des speakers reconnus traiteront des applications concrètes de la méthodologie devops en entreprise, avec ses bénéfices mais aussi ses contraintes et ses limites, le tout dans un univers prestigieux et haut de gamme : le Grand REX de Paris. Ce qu'est devops REX : Une conférence francophone sur le devops Un événement orienté retour d'expérience (REX) Des speakers choisis pour leur expérience devops Un rendez-vous haut de gamme Ce que devops REX n'est pas : Une conférence de théoriciens sans expérience du terrain Un prétexte pour faire des présentations de produits et services Un opération de com qui surfe sur la hype devops sans y apporter de valeur Un moyen de vendre vos coordonnées aux entreprises La salle de conférence Cette année encore, devops REX investit la prestigieuse Grande Salle du Grand REX ! Dédiée à accueillir les talks, cette salle au plafond étoilé, aux larges fauteuils de cuir, au décor sculpté et surtout à l’immense scène surplombée d’une monumentale arche lumineuse est le lieu idéal pour profiter au mieux des retours d’expériences de nos speakers, à l’abri de l’animation du reste de l’événement. Espaces d'échange Et pour tous les moments d'échange entre les talks (accueil café, pauses, déjeuner sur place, et social event ), ce ne sont pas moins de 3 halls comme celui ci-dessous que devops REX réquisitionne pour l'occasion ! Afin d'offrir aux visiteurs davantage de confort pour circuler et échanger avec nos sponsors, une salle supplémentaire de 200m 2 est aménagée au rez-de-chaussée. Un espace privilégié : le salon VIP Pour la première fois cette année, le 1 er étage sera transformé en salon VIP. Cet espace privé est réservé aux speakers, aux décideurs invités par les sponsors, et à nos meilleurs sponsors. Il sera le théâtre de rencontres exclusives et de moments d’échanges en toute discrétion, et vous permettra d’échapper un instant à l’effervescence des salons communs ! À l'intérieur, un service traiteur haut-de-gamme et un aménagement feutré favoriseront les échanges plus approfondis entre les visiteurs et les sponsors. Attention , l'accès à la salle de conférence ainsi qu'aux espaces d'échange n'est malheureusement pas adapté aux personnes à mobilité réduite. Programme Matin : Ouverture, accueil et café Introduction et première session de talks du matin Pause Seconde session de talks du matin Déjeuner sur place Après-midi : Première session de talks de l'après-midi Pause Seconde session de talks de l'après-midi Keynote de clôture Soirée : Social Event En attendant que les talks 2018 soient sélectionnés, vous pouvez jeter un oeil aux sujets de l'an dernier : programme 2017 . La liste des speakers, sponsors, talks et le programme de la journée seront diffusés au fur et à mesure de l'organisation de l'événement. Pour rester informé, inscrivez-vous à la newsletter : s'inscrire ! Enregistrer ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=The Force Awakens (Hip Hop)\n",
"\n",
"queries=['hip hop']\n",
"\n",
"predicted_tags=['hip hop', 'hip hop club', 'hip hop events', 'memorial day weekend']\n",
"\n",
"body= The Force Awakens \r",
" The Green Elephant \r",
" 5627 Dyer St, 75206 \r",
" June 2nd | 9pm-2am \r",
" \r",
" Performances by: \r",
" PYD \r",
" Jubilee Valley \r",
" PresidentJay2 \r",
" El Javi Chico \r",
" AJChaka \r",
" Kaleeks \r",
" Friends \r",
" \r",
" 18+ Event \r",
" Valid ID Required \r",
" \r",
" Powered by RedRaptor x Hip Hop Locals \r",
" \r",
" Feel free to contact us at 512-537-2044 if you have any questions or business inquries! ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=Adult CPR, First Aid, & AED\n",
"\n",
"queries=['cpr']\n",
"\n",
"predicted_tags=['cpr', 'memorial day weekend events']\n",
"\n",
"body= In this training, you will learn the basic steps on how to respond to a crisis. You will learn how to identify if someone needs CPR or First Aid and how to care for the person. You will also learn some basic tips on heat-related illnesses, burns, and stroke. *This course meets licensing requirements for Missouri DMH employment. Please contact us prior to registering if pediatric training is needed, it is available at an additional cost. **Certificates will be emailed to the employer and student the following business day. ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=Recruitment Hacks 6: Turning Talents into Ambassadors \n",
"\n",
"queries=['hr']\n",
"\n",
"predicted_tags=['hr', 'memorial day weekend events']\n",
"\n",
"body= In this 6th edition of Recruitment Hacks, we turn to the topic of referrals. We invite speakers and participants to discuss ways to turn talents into ambassadors and champions of the employer brand. Referrals are often the best and biggest recruitment channel. A well designed referral program is known to increase both the quality of the talent pool and the retention of the personnel, making it one of the most cost effective ways to hire. Engaging both employees and candidates to refer candidates is therefore a critical element of success in any talent acquisition. We explore the methods that work, and those that don t, and how they need to be adapted to the new generations. \r",
" Event Details: \r",
" Audience: 60+ HR Professionals, Leaders and Practitioners \r",
" Venue: Acceler8 Coworking Space, LG 111 Paseo De Roxas Makati (parking will be provided) \r",
" Date and Time : June 5, 2018 2PM - 6PM \r",
" Format: Four or five 20-minutes presentations, with a focus on real-life stories and examples. Participation with the audience is encouraged. At the end of the presentations, a panel discussion with all the participants will give a chance for the audience to interact with all the speakers. \r",
" About Recruitment Hacks : The Recruitment Hacks Series, which have started in 2016 and have already been held in over 5 countries, are community building events organized by Talkpush where participants are invited to share best practices and innovative processes that can amplify success in sourcing, recruitment and maintaining employee satisfaction. The events comprise of HR Leaders sharing their experiences and answering question from talent acquisition professionals on how to drive effective change in their organization. \r",
" \r",
" Recruitment Hacks 6: Turning Candidates into Ambassadors \r",
" June 5, 2018 | Acceler8 Coworking Space Paseo Makati \r",
" Event Program \r",
" 1:15 PM 2:00 PM: Registration \r",
" 2:00PM 2:10PM: Event Opening, Introductions by Max Armbruster \r",
" 2:10PM 2:35PM: Jay Ramirez , Sourcing Strategist - Talkpush \r",
" 2:35 PM 3:00PM: Monica Maralit , Vice President - PSG Global Solutions \r",
" 3:00PM - 3:20PM : Rey Gonzaga, Director for Shared Services - PSG Global Solutions \r",
" 3:20 PM - 3:40 PM: Break - Catering by Persia Grill Group \r",
" 3:40 PM 4:00 PM Jun Abo, VP for Talent Acquisition - Transcom \r",
" 4:00 PM 4:20 PM Jackie Barrios, VP for People Function - Genpact Philippines \r",
" 4:20 PM 4:40 PM: Max Armbruster, CEO - Talkpush \r",
" 4:40 PM 5:05 PM: Panel Discussion | Closing Remarks \r",
" 5:05 PM - 5:25 PM Closing remarks Company announcements by Max Armbruster \r",
" 5:25 PM - 6:30 PM: Networking Session \r",
" \r",
" Speakers Roster \r",
" \r",
" Monica Maralit \r",
" Vice President for Program Management, PSG Global Solutions \r",
" \r",
" \r",
" Rey Gonzaga \r",
" Director for Strategic Souring, PSG Global Solutions \r",
" \r",
" Jackie Barrios \r",
" Vice President for People Function, Genpact Philippines \r",
" \r",
" Jun Abo \r",
" Vice President for Talent Acquisition - Transcom \r",
" \r",
" \r",
" Max Armbruster \r",
" CEO, Talkpush \r",
" \r",
" \r",
" Jay Ramirez \r",
" Sourcing Strategist, Talkpush \r",
" \r",
" For Reservations and Inquiries contact: yuan.yim@talkpush.com ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=Moms and Ohms - Mother's Day Yoga with Little Goat x The Local\n",
"\n",
"queries=['mothers day', 'yoga']\n",
"\n",
"predicted_tags=['goat yoga', 'mothers day']\n",
"\n",
"body= Join lululemon Local and Little Goat on Mother's Day, Sunday, May 13th at 10am for a special Mother's Day yoga class on their beautiful rooftop above their West Loop diner.  The hour long, open level flow class will be led by yoga instructor Megan Trusnik of Ohm Culture Yoga. ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=Seekers@Limehouse\n",
"\n",
"queries=['islam']\n",
"\n",
"predicted_tags=['iftar', 'islam', 'muslim']\n",
"\n",
"body= A weekly gathering with Dr Samer Dajani Topic:  Getting to know the Prophet (pbuh) his virtues, shama'il, and his life through Sahih Bukhari “Your task is not to seek for love, but merely to seek and find all the barriers within yourself that you have built against it.”  ―  Jalaluddin Mevlana Rumi  Dr Samer Dajani  studies the different methodologies of the Sunni schools of jurisprudence, as well as broader theories on legal diversity and the nature of the Shari’a. His PhD focused on the links between the legal thought of four major Sufi figures from the 3rd/9th century until the 19th centuries, as well as the influence of their ideas on later revivalist movements in the 19th and 20th centuries.  He received his BA in Arab Islamic Civilizations from the American University in Cairo, followed by an MA and PhD in the field of Islamic Studies from SOAS, University of London. He is the author of  Reassurance for the Seeker: A Biography and Translation of Salih al-Ja’fari’s al-Fawa’id al-Ja‘fariyya, a Commentary on Forty Prophetic Traditions  (Fons Vitae, 2013) and his upcoming works include  The Sufi’s and the Law: Ibn Arabi’s School of Mercy  (to be published), “The Centrality of Ibn Arabi in Popular Hadith Chains” ( Journal of the Muhyiddin Ibn Arabi Society , November 2017) and  Sufi Hadith Commentaries and Their Impact on Classic Hadith Commentary Works  (to be published). FAQs What are my transport/parking options for getting to and from the event? Nearest station is Limehouse (on the DLR). The venue is roughly a 10min walk from the station. Once you enter Carr Street, you will see a bridge and the venue is on its left hand side called the Global Kids Day Care/ Pre-School. Parking is aviailable after 5.30pm. How can I contact the organiser with any questions? If you have difficulties finding the location please call Nojmul on 07984822980.      ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=Chinatown Community Festival \n",
"\n",
"queries=['asian events']\n",
"\n",
"predicted_tags=[]\n",
"\n",
"body= You do not need to RSVP again if you have already  RSVPed and gotten a ticket for this event for June 2. That ticket is still valid. Come out and experience the tastes, sounds and feel of Asia at the 2018 Chinatown Community Festival on Saturday, July 7, 2018, from 11:00 am - 2:00 pm in Chinatown Park (located on 5th and I Streets NW). You can expect to enjoy: • Street food provided by local Asian and Pacific Islander restaurants • Lively performances including Wushu, a lion dance and an Opera show • Tinikling, rice flour drawing, kimono dressing, and other cultural demonstrations • Live screen printing • Fitness demonstrations • Free face painting, balloon twisting, henna, other Asian arts and crafts and • Much more ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=Laugh Atlanta at Suite Lounge\n",
"\n",
"queries=['suite lounge']\n",
"\n",
"predicted_tags=['memorial day weekend', 'suite lounge']\n",
"\n",
"body= ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=Global Networking for Women In Business\n",
"\n",
"queries=['networking']\n",
"\n",
"predicted_tags=['business', 'networking', 'women']\n",
"\n",
"body= Discussion Point  : Global Networking for Women in Business About : This meet up is for Women to engage in meaningful networking, business collaborations and learning. An event that is aimed at creating a confluence of ideas.  Opportunity : One out of all the attendees will be given an opportunity to co-host the next meet up of MIND HER BIZ /or earn the title of City Head for the upcoming meets as an international partner. Who Should Attend : Aspiring entrepreneurs, Women in Business, Working women, Social Entrepreneurs What do you get : Business growth opportunities, A conceptual Learning, Collaboration Opportunities, Global Expansion Connects, A chance to work with Non Profits and to simply Raise each other! 10 Women guests of your  acquaintance can attend this meet complimentary. Flow of Events :  6-6.30pm            - Meet Greet (Introductions of attendees) 6.30-6.45pm       - A little about MIND HER BIZ  6.45-7.15pm       - Special Guest talk/interaction 7.15-8pm            - Informal Interactions Networking ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=Mermaid Swim & Cocktail Party\n",
"\n",
"queries=['sex party']\n",
"\n",
"predicted_tags=['memorial day weekend', 'memorial day weekend events', 'pool party']\n",
"\n",
"body= Adult Swim Cocktail Party for Mermaid Weekend Hosted by The Mermaid Atlantis www.MermaidAtlantis.com Friday May 18th  7-9 PM Hyatt Regency Pool 1209 L St, Sacramento, CA 95814 18+ to attend, 21+ to purchase drinks  Tickets $20  Watch poolside entertainment, swim with mermaids, take a Shell-fie with a mermaid, and order food cocktails from the Hyatt bar.  Food and cocktails available for purchace from the adjoing Hyatt restaurant and bar.  Special guests include: The Mermaid Atlantis  Merman Jax Dark Tide Productions FB event page  https://www.facebook.com/events/166320654075644/?active_tab=about Pool info https:// sacramento.regency.hyatt.co m/en/hotel/our-hotel/ pool.html Parking info https:// sacramento.regency.hyatt.co m/en/hotel/our-hotel/ map-and-directions.html Bar info https:// sacramento.regency.hyatt.co m/en/hotel/dining/ Amourath1819.html Mermaid Weekend in Sacrament info https://www.facebook.com/MermaidWeekendInSacramento/ https://sacramentopromenadeofmermaids.com/ ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n"
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"title=Ecstatic Embodiment Erotic Massage\n",
"\n",
"queries=['nude']\n",
"\n",
"predicted_tags=['lululemon', 'nude', 'sex']\n",
"\n",
"body= Unlock creativity through intense mind altering, sober psychedelic experiences.  A licensed bodyworker will lead you through partner-based massage with high-energy beats, up-regulating breathwork, Taoist big draws, and awakening energy. Each set of paired individuals will explore what it means to be in their bodies while receiving one-directional touch from their partner. Participants leave feeling connection with their body, the healing power of touch, and a rejuvenating sense of release. And it’s fun! Other benefits include: Self-awareness Communication skills Coping with insecurities Joyous mental state Letting go in a safe space This bodywork is not sexual, but it is potentially sensual. It is a chance to explore somatic embodied learning (gaining knowledge through physical sensation). TIMING Doors will open at 7pm and close promptly at 7:30pm to create a safe and closed container. We will strictly be enforcing this. Intro: The event starts with a crucial consent, boundaries, and communication section at the beginning. Followed by time to connect with your partner.   Main section: Along with music, the instructor leads participants through energizing breathwork and basic movement. The receiver communicates how they would like to receive one- directional touch (direct sexual touch is not allowed). The instructor guides the giver and offers adjustments. After 35 minutes, we have a quick break and the partners switch roles.  Reflection: After both partners have given and received touch, the music and guided breathing slows. At the end of the course, the instructor allows time for a brief refection and savoring. WHAT TO BRING Because this is a clothing-optional event, bring your own towel or yoga mat to lie on (even better, bring both!). We also encourage you to bring additional objects of comfort, such as blankets and pillows. CHOOSING A BUDDY This workshop is partner-based. Tickets are sold as a pair. A partner can be your best friend, a lover or someone you're getting to know. WHAT TO WEAR You can be fully clothed or naked as when you were born. We encourage you to define your own boundaries, and be comfortable with others’ choices in the shared space. Past participants have found that the most comfortable clothing to wear is loose or stretchy material.   ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=Mindful Movement Yoga and Energy Healing Reiki Event\n",
"\n",
"queries=['yoga']\n",
"\n",
"predicted_tags=['energy', 'yoga']\n",
"\n",
"body= Ever wondered what energy healing feels like? Not sure what your starting point in your research would be? Come join us at Alice Loves Yoga 's next wellbeing event which offers not only her signature Yoga Flow (Mindful Movement) but there will be a small team of Reiki healers administering group reiki (beaming) healing energy during Savasana. Feel re-balanced, get rid of any borders holding you back, and enjoy the experience. This event delves deeper than skin-deep - it will help you along your soul journey, clearing and re-balancing the chakra's of the body and ridding you of any energetic blocks within. This is the aim for us healers and we ask that you partake with an open mind and an open heart. Let the universal energy seep into your soul; allow it to help you. Mindful Movement Flow - What is this? Alice's core ethos is to help connect your mind to your movement to your anatomy to your physical self. Identify the difference between a strain (ouch) and a healthy pain. Before yoga begins, Alice will guide you through some mindfulness and relaxation techniques which will help you relax your big restless brains clear away any thoughts, memories or expectations so you can be present in the moment. SCHEDULE: 11:00 - Introductions, meet greet 11:15 - Mindfulness Yoga Flow 12:25 - Group Reiki 12:50 - Snack Pack Goody Box Meet our Exhibitors** 13:45 - A nice farewell.  EXHIBITORS: - Kindness Collective : A special kind of social enterprise producing eco-friendly laundry detergent. Come learn why this product helps the lives of those in need. Hear the story behind the product and buy your first bottle.  -  Arbonne vegan skincare products: This brand does not test on animals, is Gluten free, and honestly I can’t live without the SERUM. - Amazing Himalayan Salt Co : Arun, The Salt Whisperer will be there with his Himalayan salt lamps and will be able to help you choose the right one for you. He also is super intuitive and understands the energetic body. Options will be given during Yoga, from beginners to more advanced, so feel comfortable to come join us. If you have any questions, worries, injuries, please get in touch . You can also read up on Alice's testimonials on www.alicelovesyoga.com/testimonials NOTES: * A limited number of tickets are available at the lower price. ** Our small collective of wellness exhibitors will be showcasing their products on the day. All products are kind to our Earth, vegan or against animal cruelty. - Location:  London Rehearsal Space, Templeton House, 33-34 Chiswell St, EC1Y 4SF - Mats are provided however feel free to bring your own mat if you have that special connecton. - Please wear/bring layers of clothes so you can wrap up during Savasana Reiki remove when flowing. ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=Afro Soca Love : Oakland Day Party\n",
"\n",
"queries=['day party', 'memorial day weekend events']\n",
"\n",
"predicted_tags=['day party', 'memorial day weekend events', 'rave party', 'soca']\n",
"\n",
"body= The largest multicultural celebration of LOVE in North America is headed to the Bay Area for Memorial Weekend! Afro Soca Love: Oakland Day Party is an Afro-Caribbean celebration of LOVE. A day block party atmosphere with an African and Caribbean twist, Afro Soca Love: Oakland boasts a variety of fun-filled activities that promise to leave our tribe of LOVE yearning for more. In an effort to promote unity while sharing African and Caribbean culture, our organization aims to immerse our tribe of attendees in a truly memorable experience. We live by culture and lead by love. www.afrosocalove.com --------------------------------------------------------------------- Live International DJs Special Live Performances This is a 21+ Event For direct contact information tables: US: 2025039232 LEGAL: As a condition of your attendance at \"Afro Soca Love: Oakland Day Party,\" you agree and irrevocably consent to your image and/or likeness being captured on film and or video, the benefit of which shall vest in Afro Soca Love. It's licensees, successors and assigns, and may be distributed throughout the world in perpetuity, without limitation. All sales are final. With ticket purchase, you agree to receive communications from Afro Soca Love and DJ MAGA Enterprises LLC. ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=Hecho con Amor: Jocelyn Ramirez, Todo Verde\n",
"\n",
"queries=['vegan']\n",
"\n",
"predicted_tags=['vegan', 'yoga']\n",
"\n",
"body= Jocelyn Ramirez, a vegan cook, yoga instructor, and advocate for healthy food access in her community, will demonstrate how to make jackfruit tacos. ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=6/5/2018 - Long-Term Nursing Care Planning Seminar\n",
"\n",
"queries=['nursing conference']\n",
"\n",
"predicted_tags=['event planning', 'memorial day weekend events', 'nursing conference']\n",
"\n",
"body= For most people, the real threat to your estate and loved ones today is no longer probate or estate taxes — it’s Long-Term Nursing Care! Statistics tell us there’s more than a 50% chance you will need long-term care someday and the incredibly huge cost may wipe out your home equity, bank accounts, IRA’s and other investments. You worked a lifetime for what you have. Come and spend just 90 minutes with us to find out: How to protect assets, even if someone is already in failing health or in a nursing home Why a Living trust is not enough The pitfalls of instead placing your assets in your children’s names Top myths about the available government benefit known as “Medi-Cal” Alternative ways to pay for nursing home care, other than Medi-Cal ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=Baking With Confidence\n",
"\n",
"queries=['baking']\n",
"\n",
"predicted_tags=[]\n",
"\n",
"body= Rachel's Kitchen cookery classes are hands-on lessons where you'll learn cookery skills, while rolling up your sleeves and getting involved! \r",
" In this 3.5 hour Baking class we assume no prior knowledge, just a willingness to bake delicious treats! \r",
" We'll cover the basics of baking, including lots of tips and tricks, how to line tins, avoid common baking pitfalls, fold, whip, measure, test for doneness and be confident in your baking ability! \r",
" We'll be making \r",
" - Pavlovas with passionfruit and creme chantilly \r",
" - Chocolate and sea salt brownie \r",
" - Cardamon shortbread \r",
" - Sponge sandwich with raspberry and mascarpone filling \r",
" Date: Saurday 23rd June 2018 \r",
" Time: 1.00-4.30pm \r",
" Venue: Rachel s Kitchen, East Finchley \r",
" Cost: 110 including class, nibbles, and lots of sweet treats \r",
" Full venue information will be sent once your booking is confirmed. \r",
" For testimonials and more information see our website www.rachels-kitchen.com/whats-on \r",
" ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=DTLA Startup Job & Internship Fair\n",
"\n",
"queries=['job fair']\n",
"\n",
"predicted_tags=['job fair', 'startup']\n",
"\n",
"body= All the companies from our L.A Summer 2018 cohort will be attending to meet potential interns and hires. Each company will have their own booth so please bring resumes to give out. Business casual dress recommended. Frenzy and Esports 1 from our previous cohorts will also be attending Check out this cohort's companies here: http://bit.ly/LAsummer2018 About Quake Quake Capital is a seed and early-stage venture capital fund and accelerator program. Our investments are about more than just money-- through our accelerator program, teams receive world-class coaching, personalized mentorship targeted at each company's specific needs, and access to our extensive network of investors and str ategic partners. The value that we provide to our portfolio companies is centered around services, not capital; we like to view the money we invest like financial aid for university students, covering necessary living expenses so founders can focus on taking their businesses to the next level. For this reason, although we occasionally make outside investments, most of our portfolio companies pass through our accelerator. The goal of our 12-week program is to get each company ready to raise money on a larger scale. While we make important introductions to investors and potential acquirers in our network, we focus primarily on teaching founders how to craft a great pitch and how to close a deal when the time comes. Our strategic partners provide discounted accounting and legal services that help our teams protect their intellectual property, hire their first employees, and mediate disputes. Quake's multiple locations in NYC, L.A, and Austin, TX give our portfolio companies an impressive advantage when it comes to securing additional investment and becoming fast-growing, scalable, disruptive businesses. ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=Sydney, Australia Blockchain Training for Beginners\n",
"\n",
"queries=['blockchain']\n",
"\n",
"predicted_tags=['blockchain']\n",
"\n",
"body= Schedule \r",
" This course comprises of 5 sessions of 2 hours each. All sessions will follow the schedule below: \r",
" \r",
" May 12th 2018 from 6 AM to 8 AM Pacific \r",
" May 13th 2018 from 6 AM to 8 AM Pacific \r",
" May 19th 2018 from 6 AM to 8 AM Pacific \r",
" May 20th 2018 from 6 AM to 8 AM Pacific \r",
" June 2nd 2018 from 6 AM to 8 AM Pacific \r",
" \r",
" May 26th, 27th is Memorial Day Weekend. No Classes will be held during that time. \r",
" \r",
" Course Overview \r",
" The course provides an overview of the Blockchain technology including its history, evolution and the future. Students learn about bitcoin, which is powered by blockchain technology, bitcoin mining, other cryptocurrencies such as Ethereum, Block, Hash, cryptography, how to develop a simple blockchain application. \r",
" \r",
" Who can take this course \r",
" Anyone aspiring to learn new technology can take this the course. Students and professionals interested in a career in the blockchain technology should opt for the course. \r",
" \r",
" Prerequisites \r",
" Programming knowledge is desired but not required. It would be nice if you already have knowledge of Python, JavaScript, NodeJS and ReactJS. Those who have no programming knowledge will still get a lot of value from taking this course just as a beginner would learn a lot from watching someone cooking a meal or changing a flat tire. \r",
" \r",
" Course Objectives \r",
" After completing this Training, you should be able to: \r",
" \r",
" Understand the importance of Blockchain technology \r",
" Perceive, how bitcoin transactions are validated by miners \r",
" Create and use bitcoin account effectively \r",
" Have a deep insight into bitcoin and its network \r",
" Understand Ethereum blockchain \r",
" Comprehend the cryptography and cryptocurrency concepts \r",
" Learn Solidity: Prominent language to develop smart contracts \r",
" Deploy your private blockchain on web where you can visually see your chains \r",
" Develop private Blockchain in MultiChain \r",
" Discuss the compelling use-cases of the blockchain \r",
" Interpret the prospects of blockchain \r",
" Assess, how blockchain can improve your business standards \r",
" \r",
" \r",
" Refund Policy \r",
" \r",
" \r",
" 100% refund can be applied if request is initiated 24 before the 1st course session \r",
" If a class is rescheduled/cancelled by the organizer, registered students will be offered a credit towards any future course or a 100% refund. \r",
" \r",
" ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=Money Talks: VCs Take the Stage\n",
"\n",
"queries=['fintech']\n",
"\n",
"predicted_tags=['fintech', 'pitch', 'startup', 'venture capital']\n",
"\n",
"body= Back by popular demand! Innovate Finance puts VCs in the hot-seat again by getting them on-stage to pitch to startups before a sellout crowd. Entrepreneurs go to VCs for money. But what if the tables were turned and investors had to pitch to entrepreneurs? We put VCs in the hot seat and get them on-stage to do just that – before a group of startups. Find out the FinTech community’s judgement – and learn from the masters of investment. What sets VCs apart? Does money always talk or is there more to investment than cash? Our event gets VCs to demystify venture capitalism by talking about their experiences, investment ethos, size and influence. The VCs will hail from different major FinTech hubs around the world and together will battle it out before a ‘dragon’s den’ – style panel of FinTech startups seeking investment. Agenda 18:00 - Registration and Drinks 18:30 - Welcome - Deloitte  18:35 - Opening remarks - Charlotte Crosswell, CEO, Innovate Finance 18:45 - Main Event - VC pitches with Startup panel and audience Q A 20:15 - 21.30 - Drinks and Networking VC Pitches  - Chris Steinau, Entrepreneur, NorthZone - Nic Brisbourne, Managing Partner,  Forward Partners - Tim Levene, Partner,  Augmentum Capital -  Ashwini  Anburajan, Founding Partner, 22X Fund - Bill Earner, Partner, Connect Ventures - Dan Smith, Managing Partner,  Anthemis-Exponential Ventures - Rohit Bodas, Partner, Propel Venture Partners Startup Panel -  Per Polland, COO Habito -  Caroline Plumb OBE, CEO Fluidly -  Benedetta Arese Lucini, CEO Oval Money -  Paolo Savini Nicci, CFO Moneyfarm                                                                             Supported by    By signing up to this Innovate Finance event you will receive information via email on any event updates, changes and reminders.  ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=The Memorial Weekend Close Out Party\n",
"\n",
"queries=['memorial day weekend']\n",
"\n",
"predicted_tags=['memorial day', 'memorial day weekend', 'memorial day weekend events', 'white party']\n",
"\n",
"body= 5.28 The Memorial Weekend Close Out Doors Open 9pm  Sounds by DJ C-Stylez, DJ Flow Jay Hill Hookah Available For Tables More Info: 202-599-4289 ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=San Francisco Beer and Music Festival\n",
"\n",
"queries=['beer', 'beer festival']\n",
"\n",
"predicted_tags=['beer', 'beer festival']\n",
"\n",
"body= The San Francisco Beer and Music Festival is an all inclusive event brining guests to downtown San Francisco's Historic Tera Events Center. While there, guests can try unlimited samples of over 50 craft beers.. Live bands and DJ's set the stage and get the crowd on their feet. ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=XTASY FRIDAYS (REGGAE DOWNTOWN)\n",
"\n",
"queries=['soca']\n",
"\n",
"predicted_tags=['reggae', 'soca']\n",
"\n",
"body= XTASY FRIDAYS \r",
" EACH AND EVERY FRIDAY NIGHT \r",
" INSIDE THE LEGENDARY ROYAL PEACOCK 186 AUBURN AVE ATLANTA GA 30303 \r",
" BEST IN REGGAE, DANCEHALL, HIP-HOP SOCA BY ATLANTA BEST REGGAE DJS \r",
" FOR MORE INFO: KRUSHMORE.COM // (404)932-2474 \r",
" ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=Hip Hop Saturday’s @ Skyroom Rooftop free \n",
"\n",
"queries=['free', 'hip hop club']\n",
"\n",
"predicted_tags=['hip hop', 'hip hop club', 'rooftop', 'soca']\n",
"\n",
"body= YOU MUST TEXT US IMMEDIATELY AFTER YOU REGISTER TO CONFIRM YOUR RSVP OR YOUR RSVP WILL BE CANCELLED  9179754656 Please text your name, number of people in your party guys/girls  date and time of arrival. You don't need to have everyone register just one person for your whole party.  Rsvp with us to get 1 free drink tickets if you have a birthday in May   Please contact us on how to get a  bottles and table for your group  Please inquire when you text us to Rsvp!! we can accommodate all your large party needs - birthdays, bachelorettes, private functions, or just a fun night out.   Girls  FREE till 12 am Guys 20$   Indoor/outdoor heated Rooftop with views of Times Square 2 Floors 3 rooms  Djs Playing hip hop,trap,soca,reggae and classics all night long  Indoor/Outdoor rooftop - open rain or shine Club attire required.  Girls in heels, black flats acceptable.   Gentlemen, no sneakers, designer sneaker or shoes, chains, hats, boots, ripped jeans, shorts or t-shirts.  Entry upon the doorman discretion.  ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=Brunch N Trap Day Party\n",
"\n",
"queries=['day party']\n",
"\n",
"predicted_tags=['brunch', 'day party', 'memorial day', 'trap and paint']\n",
"\n",
"body= \r",
" \r",
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" Brunch and Trap \r",
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" No Images? Click here \r",
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" \r",
" \r",
" Saturday April 28th \r",
" Brunch and Trap Everyone No Cover + 2 hours unlimited mimosas | sangria | bellini \r",
" Brunch 2p-6p | Day Party 6p-10p \r",
" \r",
" \r",
" \r",
" \r",
" \r",
" \r",
" \r",
" \r",
" Everyone complimentary entry until 5p with rsvp \r",
" at \r",
" Le Reve NYC 125 East 54th Street, New York, NY \r",
" \r",
" \r",
" \r",
" RSVP \r",
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" \r",
" \r",
" Delicious Food Menu \r",
" $40 Prefix Brunch 2 Free Drinks for ladies 2 hours unlimited Mimosas Bellini's or Sangria \r",
" For more info \r",
" \r",
" \r",
" \r",
" \r",
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" Music By: DJ Sir Manny | DJ K-rue | DJ Daneja \r",
" Hip-Hop Pop Reggae Soca Reggaeton 90s \r",
" \r",
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" ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=Sunset Yoga\n",
"\n",
"queries=['yoga']\n",
"\n",
"predicted_tags=['yoga']\n",
"\n",
"body= This open level yoga class focuses on invigorating poses while enjoying the scenery of the park. Class ends with a beautiful view of the sunset. Please bring your own mat, a towel, water and dress in comfortable clothing (layers.) ***Donations are excepted*** Visit dailyneantv.com for more info on future classes.  ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=Girl 9 Magazine Model Casting Calls 2018\n",
"\n",
"queries=['model call']\n",
"\n",
"predicted_tags=['model call', 'nude']\n",
"\n",
"body= 2018 Print Model Casting Calls for Miss 2018 Ethnic Queen Magazine and Miss 2018 Girl 9 Magazine Worldwide Model Search   Official International Beauty Movement 2018 Ethnic Model Casting Calls for Miss 2018 Ethnic Queen Magazine Ethnic Model of the Year and Miss 2018 Girl 9 Magazine Lingerie Model of the Year model search worldwide for all gorgeous and glamorous aspiring female models ages 18-35 that would like to become Miss 2018 Ethnic Queen Magazine 2018 Ethnic Model of the Year, or would like to become Miss 2018 Girl 9 Magazine Lingerie Model of the Year and have your face on the cover as the model of the year with an exclusive full featured magazine layout of you as the model of the Year in Ethnic Queen Magazine or Girl 9 Magazine January 2018 Issue.   Are you are a gorgeous and glamorous aspiring female model age 18-35 with a unique beautiful look, great skin, and a great body and you have serious dreams of modeling and have always wanted to be a professional model, but you can’t find the right legit opportunity that would give you a real chance to expand your modeling career worldwide and be seen by thousands of people daily including fashion and entertainment industry insiders?   Are you seriously interested in giving your modeling career a real jump start, expanding your modeling portfolio, getting paid modeling jobs, or becoming a featured female print model in an internationally known online magazine that is known worldwide for featuring some of the most gorgeous and glamorous models worldwide?   Do you have the creative talent, the persistence, the beauty, the body, the style, and a great recent professional photo portfolio of at least 12 full body photos that are no older than 12 months, that are worthy of being featured and published in our magazine?   If you answered yes to one of the questions above and you are a serious aspiring model that has a dream of doing print modeling or professional modeling and you are looking for an incredible free opportunity to gain worldwide exposure as a print model, this is an opportunity you don’t want to miss if modeling is your passion or you have dreams of modeling, because this is a free opportunity that you should take advantage of if you are serious about jump starting your modeling career, or expanding your modeling career this year.   We will be selecting an Ethnic female Model of the Year for Miss 2018 Ethnic Queen Magazine and other ethnic female models that will also be featured with her in the January 2018 Issue of Ethnic Queen Magazine, We will also be selecting a female Lingerie Model of the Year for Miss 2018 Girl 9 Magazine and other lingerie and bikini female models that will also be featured with her in the January 2018 Issue of Girl 9 Magazine.   This is one of the 2018 fashion industry print model opportunity of the year for all aspiring and professional models that are looking for a free legitimate modeling opportunity that could take your modeling dreams to a paying modeling career level.   This is an amazing free modeling print opportunity for you to be Miss 2018 Ethnic Queen Magazine, Miss 2018 Girl 9 Magazine, or a possible feature model in the in one of these internationally known magazines, that could give you the high profile modeling opportunity that you are looking for and takes your aspiring modeling career to the next level, possibly opening doors to great paying fashion and entertainment job opportunities in the future.   If you are ready to take your aspiring modeling career to the next level as a possible magazine print model read the Model Submission guidelines Below:    Miss 2018 Ethnic Queen Magazine Model Submission Guideline: To apply for consideration as Miss 2018 Ethnic Queen Magazine featured Ethnic model in the 2018 issue of Ethnic Queen Magazine, YOU MUST BE AN ETHNIC FEMALE AGES 18-35 ONLY, and must be an Asian model, Indonesian model, Black model, African model, Middle Eastern model, Latina model, Indian model, African American model, or a Bi-racial model, you will need to submit a professionally written bio letting us know which casting call you are responding to, with your age, your city, state, or country, your height, weight, measurements, your email address, and phone number and submit 12 -20 recent professional full body high resolution photos in one of the following: formal dress clothing and heels, ethnic clothing or native clothing, casual clothing and heels, or lingerie. Please submit no less than 12 of your most recent and most impressive full body professional high resolution photos (that are no older than 12 months) with no writing on them, no logos, or photographer watermarks or signatures. Submit 12 -20 recent full body professional photos of you posing and bio with complete contact information and measurements to: internationalbeautymovement@aol.com All photos submitted by ethnic models will be evaluated on ethnic clothing style, creative posing, makeup and hair styling, photo shoot location, and unique ethnic look and beauty.   Miss 2018 Girl 9 Magazine Model Submission Guideline: To apply for consideration as Miss 2018 Girl 9 Magazine featured Lingerie model in the 2018 issue of Girl 9 Magazine, YOU MUST BE A FEMALE AGES 18-35 ONLY you will need to submit a professionally written bio letting us know which casting call you are responding to, with your age, your city, state, or country, your height, weight, measurements, your email address, and phone number and submit 12 -20 recent professional full body high resolution photos in one of the following: lingerie, bikini swimwear, or artistic nude only. Submit 12 -20 recent full body professional photos of you posing in your hottest bikini, artistic nude, or lingerie only and bio with complete contact information and measurements to: girl9magazine@aol.com Girl 9 Magazine is accepting photo portfolios from Asian models, Indonesian models, Ethnic models, African models, European models, Latina models, Indian models, Polynesian models, Russian models, African American models, White models, Italian models, Bi-racial models, erotic models, exotic models, Muslim models, vixen models, artistic nude models, fitness models, bikini models, inked models, and beautiful females with fit sexy bodies that want to apply for this worldwide magazine print modeling opportunity of the year.   All photos submitted by lingerie and bikini models will be judged on skin beauty, body fitness, curves, creative sexy posing quality, and photo shoot location.       THESE PHOTO SUBMISSION GUIDELINES APPLY TO ALL OF THE ABOVE CASTING CALLS. We do not accept photos that are older than 12 months, we do not accept less than 12 recent high resolution professional full body photos, we do not accept camera phone photos, we do not accept photos with more than one model in it, we do not accept photos posted on other websites, we do not accept low resolution photos, we do not accept comp cards, we do not accept photos with writing on them, logos, or photographer signatures, and we do not accept personal photos or photos that are taken in your home, we do not accept photos that are collages or have effects, or have borders added to them, so please do not submit none of the above photos for consideration.   Please Feel Free To Visit Our Websites and Read Our Magazines At The Links Below:   International Beauty Movement Web Site: http://internationalbeaut.wix.com/internationalbeauty   Check Out the International Beauty Movement Magazines By Clicking Link: http://pubhtml5.com/homepage/frnv   Click the Link Below To Sponsor or Make a Donation: https://myevent.com/internationalbeautymovement   Click Link Below To Become a Member of the International Beauty Movement: https://plus.google.com/communities/116221426422258310365   Please visit our casting call link to view all of our current casting calls for aspiring female models, fashion events, clothing designers, photography and video internships, makeup artists, and hair stylists worldwide at: http://rippingrunways.blogspot.com/           ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n"
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"text": [
"title=Dinner & a Comedy Show\n",
"\n",
"queries=['stand up comedy']\n",
"\n",
"predicted_tags=['comedy']\n",
"\n",
"body= What's better than dinner a movie? Dinner and a Comedy Show of course!  We are selling tickets to enjoy a delicious meal at our restaurant and attend the HideOut Comedy show at our underground bar. The ticket costs $20  and includes a $25 gift certificate to our restaurant and 1   pass  to our 8pm HideOut Comedy show. Don't miss this awesome opportunity to dine in one of the oldest restaurants in Boston and experience the best basement comedy show in Faneuil Hall! In the HideOut (bar underneath Durgin-Park Restaurant) every Friday and Sunday is HideOut Comedy, a stand-up comedy show featuring several local comedians. Each week is a new show with different comedians you'll be sure to enjoy. For more information on the comedy show follow them on Facebook at HideOut Comedy, Twitter @HideOutComedy or Instagram @HideOutComedy. For more information on the event, please email: emotta@arkrestaurants.com. To check out our menu, please visit: www.durginparkrestaurant.com.  *Changes to the DACS ticket policy will be in effect for March 4th ticket purchases and thereafter.* FAQs   Are there ID or minimum age requirements to enter the event? In order to get into the HideOut Comedy show, you must be 21+.   What's the refund policy? We cannot issue a refund for DACS so please read the details carefully. The Dinner a Comedy Show $25 gift certificate does not apply to tax. The DACS  gift certificate only applies to a one-time food purchase. The DACS has no cash value and balances will not be issued. The DACS gift certificate must be used the day of the show. If you do not spend the full $25, only the $20 originally paid for DACS will be applied. One ticket per person will be accepted.      ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=2.5hr Beginner's Photography Class (Los Angeles, CA)\n",
"\n",
"queries=['photography']\n",
"\n",
"predicted_tags=['photography']\n",
"\n",
"body= Become a better photographer and stop using your camera's \"Auto\" mode in 1 day. \r",
" Have you ever wondered why after spending hundreds of dollars on the latest cameras you still can't get photos you're really proud of? We're not talking about the party snapshots you post on Facebook, but stunning landscapes that can be considered fine art and grab attention for longer than 5 seconds. \r",
" Learn to capture beautiful photos and never miss a memory again. \r",
" This 2.5 hour class is a crash course in digital photography. Taught in our Santa Monica studio in small groups of 15-20 students, you'll learn what all those knobs and dials on your DSLR do, the settings to use in any lighting condition, and even what kind of camera to buy if you don't already have one. You'll understand concepts like exposure, aperture, depth of field and shutter speed, and probably never want to use the \"automatic mode\" again. \r",
" No prior experience or camera equipment is necessary to attend. Just a desire to improve your photography skills. Take this class for yourself or gift it to a friend who's got a photographic itch to scratch. \r",
" Frequently Asked Questions \r",
" \r",
" \r",
" Who are you guys? \r",
" We're a team of 3 passionate photographers who have taught this class since Fall 2010. Our professional experience includes landscape, fine art, architecture, food and fashion photography. Browse our main website to view some of our work. \r",
" \r",
" \r",
" What's the class schedule? \r",
" This is a 2.5 hour class held most Saturdays and Sundays from 10am-12:30pm. It's also offered on some weeknights from 6pm-8:30pm. The dates are scheduled approximately 1 month in advance, and more dates are added every few weeks. \r",
" \r",
" \r",
" What's the format of this class? \r",
" It's a group class held in an indoor classroom setting in groups of around 15 students. \r",
" \r",
" \r",
" I already have some photography experience from high school, or just from playing with my camera. Will this class be useful for me? \r",
" Yes, it could be a good refresher for you to consolidate all the bits and pieces of knowledge you've picked up over the years. You'll also find plenty of inspiration (in the form of some beautiful photos) to get back into photography if you haven't done it in a while. You get to ask any burning questions to a professional photographer. And it's a great way to spend an afternoon in the company of other beginners and amateurs. However, if you already have a good handle on things like shutter speed, aperture, ISO and manual mode, this class is probably going to be too basic for you. \r",
" \r",
" \r",
" What kind of camera do I need to attend this class? \r",
" Bring whichever camera you currently own. No need to buy anything special or fancy for this class. We explain the differences between simple point shoot cameras and DSLRs, so you'll be better informed about what kind of camera to buy, should you decide to upgrade your current one. \r",
" \r",
" \r",
" What else should I bring to class? \r",
" Anything you need to take notes on (pen, paper, iPad, laptop etc) and a snack or drink. \r",
" \r",
" \r",
" Have more questions? Please shoot us an email for a quick response (faster than calling, leaving a voicemail and waiting to hear back). ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=Philadelphia AllStar Gospel Spectacular Feat.Vickie Winans!\n",
"\n",
"queries=['gospel']\n",
"\n",
"predicted_tags=['gospel']\n",
"\n",
"body= Gospel Great Vicki Winans ignites a praise party like none other when she hits the stage! Join Vicki and other gospel soloists and quartet groups as they bless you and Praise God at this Gospel Spectacular Special Guest performance by Former Member of The Delfonics Garfield Fleming singing his new inspirational song “Heavenly Hope.” Show is hosted by The Ladies of Gospel Radio Atlantic City’s Lady Dee of WEHA 87.1FM and Philly’s Lady T of WEPB 88.1FM. This show is sure to make you get your praise on!!!! See you there!  ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=A June's Magical Winter Wonderland Adult Prom\n",
"\n",
"queries=['adult prom']\n",
"\n",
"predicted_tags=['adult prom']\n",
"\n",
"body= Singles, couples, everyone. Did you miss your prom or didn't have fun. Well we are hosting our 1st annual adult prom for you. Come out and party like you never party before. It's a Grown and Sexy crowd so come dress to impress and ready to boogy. 21 and up. Vendors will be available to shop, food on deck, drinks to relax and music to dance. Its a Magical Winter Wonderland event in the summer. Don't miss out on fun and prizes. Contact us if you want to run for King and Queen.  Prom King and Queen will be crowned. Doors open at 7pm Singles are welcome *All Sales Are Final* ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=Preparing for the New York Autism Exam for Behavior Analysts\n",
"\n",
"queries=['autism']\n",
"\n",
"predicted_tags=['autism']\n",
"\n",
"body= This on-site training prepares Behavior Analysts for the New York Autism Exam Speaker: J. Helen Yoo, Ph.D., BCBA-D, Licensed Clinical Psychologist Topics to be discussed:  How to Identify Symptoms Associated with Autism Spectrum Disorder How to Develop Systems and Support for Behavior-Analytic Services  How to Extract and Communicate Relevant Clinical Information with Clients  How to Use Research to Design, Implement, and Evaluate Behavior-Analytic Interventions   How to Communicate Behavior-Analytic Treatment History for those Diagnosed with Autism to Families and the Public   ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=New Faces Festival\n",
"\n",
"queries=['music festivals']\n",
"\n",
"predicted_tags=['memorial day weekend', 'memorial day weekend events', 'white party']\n",
"\n",
"body= New Faces Festival  PRESENTED BY : DARE, I$$AC, Martyr  ------------------------ •Lucki •Duwap Kaine  • Emotional Xan • Lil $ega • STAINBLOODY •Luna Luna •Angel White •Sara King • Sounds by: Kyle Fucking Cannon  Marcos Alvarado: MBM Clothing Pop up ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=Mini-Makeovers at Cos Bar Brentwood\n",
"\n",
"queries=['makeup']\n",
"\n",
"predicted_tags=['open bar']\n",
"\n",
"body= Walk-In, Sit-Down, Makeover. Receive a complimentary walk-in mini makeup application. No appointment necessary. ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=How To Source, Build and Lead a UX Team\n",
"\n",
"queries=['ux']\n",
"\n",
"predicted_tags=['ux']\n",
"\n",
"body= Today’s design teams have become more and more vital to business success. UX teams impact product creation, user adoption, and growth. This is precisely why there is no better time for companies to invest in building world-class design teams. Join General Assembly and Singapore's UX experts at a sharing session to discover tips and tricks to building a robust UX team. Speakers: Victor Ong, UX Lead , IBM iX Lani Jill Quilaquil, Senior Admissions Producer , General Assembly Jonghun Park, Manager / Team lead, PwC Singapore Juliana Goh, Head of Design, KPMG Digital Village Takeaways: Find out how to overcome difficulties in hiring for UX roles Know what to look out for when trying to find a UX designer to join your team Agenda: Check-in Networking 6:30 - 7:00 pm Panel/Lighting Talks 7:00 - 7:45 pm Q A and Networking 7:45 - 8:15 pm Prereqs Preparation: This free event is catered toward both recruiters, hiring managers and company founders where they'll pick up tips from industry leaders, improve their knowledge of design hiring tactics and connect with others. Come learn, share your thoughts, and dream about your all-star design team with us. ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=The End of School Summer Splash 2018\n",
"\n",
"queries=['kids']\n",
"\n",
"predicted_tags=['kids', 'pool party', 'white party']\n",
"\n",
"body= The End of the School Year Splash | June 2nd | 12pm Noon School is almost over, now its time to celebrate! ATTENTION KIDS OF ALL AGES 0-100 years, join us for our annual End of the School Summer Splash 2018. Enjoy water games, water slides, inflatables, food, and more. Bring the whole family and invite your neighbors and friends. RSVP TODAY to let us know you are coming @ https://rockwoi.churchcenter.com/registrations/events/135046 ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=HR 101- Small and Growing Business Questions Answered Webinar\n",
"\n",
"queries=['hr']\n",
"\n",
"predicted_tags=['business', 'hr']\n",
"\n",
"body= innerOvation is pleased to invite you to Ask the Expert: This month we bring you Wendy Silver of Beyond the Workplace HR 101- Small and Growing Business Questions Answered This workshop is geared towards start-ups or small businesses looking for an HR primer. Wendy will walk participants through HR issues they should be thinking about from the beginning, even before they hire their first employee. From hiring and interviewing to employment policy and culture building, this workshop will mesh HR compliance with practical HR tips and resources so you and your company can grow in the right direction. Participants will walk away with concrete tools and resources they can access even after the workshop. In an to effort provide real time answers and solutions, we will leave ample times for participants to ask their HR questions and share their challenges. ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=Charlotte Career Fair - May 31, 2018 - Live Recruiting/Hiring Event\n",
"\n",
"queries=['job fair']\n",
"\n",
"predicted_tags=['job fair']\n",
"\n",
"body= Live Recruiting/Hiring Event! \r",
" Ready for a new career? National Career Fairs is the industry leader and we are driving employers and future employees together faster then ever before. \r",
" \r",
" \r",
" \r",
" \r",
" Now Is The Time to Start or Advance Your Career Today! \r",
" \r",
" 3 Steps To Your Future... \r",
" 1. Register \r",
" a. Provide all information including a valid cell number so we can send you updates and alerts. \r",
" b. Emails will be sent for reminders and a few days before the event, a Career Fair Guide will be provided that lists all employers and job titles they are hiring for. \r",
" c. After registering, go to NCFJobs.com and upload your resume and search the jobs available. \r",
" 2. Attend Event \r",
" a. Dress for Success! Business attire. \r",
" b. Bring plenty of resumes to the event. \r",
" 3. Get Hired at The Event \r",
" \r",
" If you have questions, call us at 877-561-5627 \r",
" \r",
" ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=CONNECTWorking June 5th, 2018 - Informal Interviews\n",
"\n",
"queries=['job fair']\n",
"\n",
"predicted_tags=['job fair']\n",
"\n",
"body=                                                                    --- FRENCH SPEAKING EVENT --- This  CONNECTWorking  will be on  ''Informal interviews''. Every month, BC Talents find the best speakers to help you integrate in Vancouver and grow in your professional objectives. If you are already aware that there is an 80% probability that you will find your next job through your network, you are already ahead of many people. However, usually, when you set foot in Vancouver for the first time, your network is 95%, French. Is that an issue? Not really if you consider it is about time you get a chance to identify how many Starbucks there are in town… and discover how Coffee Network works. If you want to learn more about how to handle those interviews and master it, come and join us and our speaker Nathalie GONZALEZ  Strategic Sourcing Program Manager at BCCSS on the 5th of June for our CW. Register now! As usual, our monthly CONNECTWorking is the perfect moment for French speakers in Vancouver to gather and network. We acknowledge that Vancouver is a multicultural place, unfortunately, this event will be presented only in French. This CONNECTWorking event is held the first Tuesday of each month and hosted by  BC talents from France . Our mission We welcome members of the French community from all over the world, newcomers, and workers, and invite them to learn about a work-related topic. A specialist keynote speaker usually gives the presentation and facilitates a discussion with members of the audience. Our promises Our presentations will provide some useful tips about job search, work-related issues, and Canadian culture. It is also a time to brainstorm ideas, share experiences and learn from each other. At the end of the workshop, people are encouraged to nurture their network in a pleasant and friendly atmosphere. Location The Dunn's Famous offers 15% discount on soft drinks to all our CONNECTWorking attendees. Book now! Non-Member required participation = 5$ donation Free participation for members and subscribers Get in our event for FREE! To become a member and benefit of free entrance to our CONNECTWorking events + many special discounts on services, workshops, partners click  here. Follow us on  www.bctalents.ca ,  Linkedin   and  Facebook. Thank you for your interest and see you soon! The Team of BC Talents from France ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=Discover The Proven Strategies To Profit From Crypto & Blockchain Technology\n",
"\n",
"queries=['blockchain']\n",
"\n",
"predicted_tags=['blockchain']\n",
"\n",
"body= Discover The Proven Strategies To Profit From Crypto And Blockchain Technology…From The Expert Who Helped Ordinary Investors Make 400% ROI In Just 1 Month 2nd June 2018, Saturday | 9am - 7pm | Suntec Convention Centre Louie Pinto Blockchain Wealth Expert Here’s what you’ll learn from Louie Pinto: Discover Why Crypto Blockchain Technology Is The Future Of Money and Currencies , and why you must know it today. Early investors have become millionaires. Those who invest in 2017 have made 1000% returns.  But the good news? We are still in the early stage.  Don’t wait, or you’ll regret later! How To Get Started With Crypto and other Alternative Coins In Singapore.  But most importantly, with the popular BTC coin is at a relatively high price, can you invest now? What other crypto coins can you invest,  that have the potential to give you better returns than BTC?  Louie will reveal his research that day. Proven Strategies You Can Grow Your Wealth In The Crypto Market.  Buying BTC coins is just one method. There are other safe, tried-and-tested ways Louie and his community have used to profit from crypto…  some which helped their investors made 400% in 1 month!   “I have made over  400% from crypto market in just 1 month  after learning from Louie Pinto.” Expert Speakers Louie Pinto Blockchain Wealth Expert Ivan Ong 7-Figure Ecommerce Expert Daniel Loh Stock Investment Expert Master Kevin Foong Bazi Wealth Expert Register Your FREE Ticket Now to  Receive These 2 Bonuses @ Venue on the day itself! BONUS #1 FREE  Bazi Wealth Profiling Tool Access BONUS #2 FREE  0.0001 BTC Coin ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=Zumba Party Saturday 90 Minutes\n",
"\n",
"queries=['zumba']\n",
"\n",
"predicted_tags=['memorial day weekend', 'memorial day weekend events']\n",
"\n",
"body= Lit. Dope. Fun. Great ENERGY! Happy. You need to try it! Just a few comments about our Zumba Class - thank you! love you! - but on Saturdays is one hour and a half of PAAAAAARRRRTY TIME!!! Our new spot has a night club feeling to it so we decided to go for a 90's LOUD AND BRIGHT theme! Dress up for fun or just come ready to sweat and dance! 90 minutes of the most amazing energy you can experience while 'working out'. Dancing to all rhythms, smiling and making new friends... Just give it a try and you'll want to come back! Guaranteed :) ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=Holland Park Mosque Community Iftaar Dinner\n",
"\n",
"queries=['iftar']\n",
"\n",
"predicted_tags=['iftar', 'islam', 'memorial day weekend', 'muslim']\n",
"\n",
"body= Keeping up with our annual tradition of inviting our Non Muslim neighbours and community members, Holland Park Mosque will once again host an iftaar dinner (breaking of fast) this year. During the month of Ramadan adult Muslims fast from food and water from sunrise to sunset. This makes the evening meal all the more important as not only its delicisious but its also spiritual.  Each year we share one of these meals with our neighours and community from all walks of life.  While the Mosque's doors are always open to everyone, we would like to take this opportunity to share our meal with you during the holy month of Ramadan. Please don't forget to RSVP and inform us if you have any special meal preference. See you at the Mosque next door.  Holland Park Mosque ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=#AperiTech di IoT Xperts Roma - IoT Experiences From Industry 4.0\n",
"\n",
"queries=['iot']\n",
"\n",
"predicted_tags=['iot']\n",
"\n",
"body= IoT Xperts Roma!  #AperiTech  IoT Experiences From Industry 4.0 The IoT is becoming more and more fundamental for our personal and corporate life! We have reached our third event so far, this will be the last of the season before the summer break, so do not miss it. the 4th event is scheduled for September Our next IoT Xperts Rome event will feature 3 speakers Nino Guarnacci: Customer Connected Experience + Demo: Pro-Active Service Care with IoT The 4th industrial revolution is redesigning the ways customers are being engaged by companies. Cloud market's continuous growth is increasingly \"democratizing\" the access to the different technologies and consequent benefits. An agile and innovative approach to business processes is, today, the most important competitive parameter. The talk will be a descriptive manifesto of the technological trends that are most impacting on this transformation, with a particular focus on the business processes involved. We'll close our meeting with a practical demo on Pro-Active Service Care use case with the use of Cloud, Chatbot, AI, IoT, Voip, CRM technologies. Antonio Rizzo Luca Pisani: DO IoT - The Industrial Platform for Edge Computing We will introduce UDOO, its story in the Makers word and its relationship with the Industrial production. We will present the current state of development of DOO IoT with a focus on the Edge solutions thought an example, The Franke Cloud Hood presented at the Salone del Mobile in  April. After this brief and intense meeting we will deal with beer and pizza to continue to chat about the fabulous world of IoT. The courses will be held in Italian with slides in English, for more info or questions subscribe to our group on facebook:  IoT Xperts Roma #AperiTech è un'iniziativa di Codemotion powered by LUISS ENLABS Per restare aggiornato sui meetup della Community e su tutti gli altri #AperiTech: Telegram #AperiTech t.me/aperitech Calendario del Developer bit.ly/devcalendar Codemotion Tech Community bit.ly/CodemotionTC DO IoT - The Industrial Platform for Edge Computing ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n"
]
},
{
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"output_type": "stream",
"text": [
"title=Legends Tribute Party\n",
"\n",
"queries=['mothers day']\n",
"\n",
"predicted_tags=['day party', 'party', 'sex party']\n",
"\n",
"body= Let's celebrate the lives of some of the greatest artists in our time. Join us for a Legends Tribute, Mother's Day Weekend. All of your favorite songs from Michael Jackson, Prince, 2Pac, Biggie, Whitney Houston and the hottest 80's 90's music all night! In addition there will be a special performance by Verse Rare Laflare in celebration of his birthday! Entry is free before midnight! Early arrival is a must. Don't miss your chance to win tickets to see Charlie Wilson in Concert! Hosted by Beau Jones and Music by Tek 9 Movements.  Cigars Hookah provided by Majestic Smokers of the QC ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=The First Annual Fresno UNTZ Festival pre-party!\n",
"\n",
"queries=['edm', 'rave party']\n",
"\n",
"predicted_tags=['rave party']\n",
"\n",
"body= RaveForThought X The UNTZ present The first annual Fresno UNTZ festival pre-party! Get Ready for the sounds of underground bass music as SuDs and Mike.ill roll through Fresno on there \"Tomorrows future Tour\" Saturday May 19th! At the Azteca theatre. Professional Visual and Audio Production Photographers-Videographers Artists + performers 1000 Capacity venue. Full line up TBA. This is gonna be one crazy Pre-party! Tickets start at just $10 Reserve your Tickets here ➡️ ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=The BIG Coastal Cleanup\n",
"\n",
"queries=['volunteer']\n",
"\n",
"predicted_tags=['data science']\n",
"\n",
"body= The BIG Coastal Cleanup is a yearly event proudly organised by the Amriteswari Society Singapore's youth wing, AYUDH. This year, we aim to cover 1.5km of East Coast Park and pick up at least 100kg of beach litter. Why are we doing this? Every year, large amounts of non-biodegradable rubbish are dumped into the oceans, killing seabirds, whales, dolphins, seals, and other marine life, all around the world. Just like you would not want to live in a home filled with others' inconsiderate litter, a natural environment means a safer and healthier home for plants and animals. Volunteers are invited to join us for a morning of cleaning the beach and helping to restore the natural beauty of our Singapore coastline! Thereafter, you're more than welcome to join us for our vegetarian barbecue lunch and a fun-filled afternoon of games and music as we hope to build and foster friendships amongst like-minded people. As no cleanup tools will be provided, please do bring your own such as: 1) Plastic rubbish bags (at least 5) 2) Tongs (preferably long ones for picking up rubbish with ease) 3) Gloves (latex material is advised) Please also ensure that you bring your own necessities (e.g. small backpack, wet tissues, mosquito repellant, water bottle, umbrella, poncho, and sunscreen). Do wear comfortable clothing, keeping our hot weather in mind. Meeting point will be at Area B, BBQ Pit 1. For enquiries, please contact: Barath - 9384 0670 Lakshmi - 9003 2558 Come join us in our fight to protect our beautiful environment and raise awareness through our actions! See you there! By providing your personal data (or those of your children or ward) to Amriteswari Society, Singapore (the “Society”), whether in writing, by email or other electronic means, you consent to the Society’s collection, use and disclosure of your personal data for the purpose of your membership in the Society; your participation in the Society’s activities and programs; and for the Society’s administrative purposes (collectively the “Purposes”). You further consent to the Society transferring your personal data to any third party engaged by the Society to assist the Society in carrying out the Purposes. The Society will at all times be primarily responsible for your personal data. The Society respects your personal data and will not use your personal data for any other purpose except the Purposes. If you wish to withdraw or limit the consent given above, please write to us at: amrita@amma.org.sg ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=Summer Kickoff\n",
"\n",
"queries=['june']\n",
"\n",
"predicted_tags=['memorial day weekend']\n",
"\n",
"body= The Biggest party of the summer. Summer Kick Off When: Friday June 8th, 2018 From 9PM - 2AM Follow @Summerkickoffevent on instagram for more info  DM us if you have any questions  Address:  380 NE 59th St Miami, FL 33137 United States ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=Tapestry of Worship - GA Connection \n",
"\n",
"queries=['gospel']\n",
"\n",
"predicted_tags=['christian', 'gospel']\n",
"\n",
"body= Patrick Lundy The Ministers Of Music invites you to: Tapestry of Worship GA Connection - The Millenials HBCU Connecting  Host: Morehouse College MLK Gospel Choir  Featuring Special Guest: San Franklin-Jackson  ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=No Greater Vibe Thursdays | Up n Down NYC | #partyLikeRoyalty \n",
"\n",
"queries=['party']\n",
"\n",
"predicted_tags=['party']\n",
"\n",
"body= King Sin Hosts  No Greater Vibe Thursday's @ Up n Down NYC You've probably heard of us, been stuck online, or denied entry because you didn't RSVP or have a guestlist... NOT ANYMORE  #partyLikeRoyalty RSVP and confirm attendance with us to receive the name of our guestlist. HOWEVER be aware - Dress code is EXTREMELY strict. Guests not meeting dress code standards will be denied entry. All ladies free admission before 1230am with guestlist - Even with RSVP guys and large groups are HIGHLY RECOMMENDED to purchase tables for entry. In order to insure adaquate space PLEASE RESERVE TABLES IN ADVANCE.  - Groups of more than 6 people must have 2:1 female to male ratio. Trust me.  There are requirements to partying with the best. Contact us to confirm attendance, RSVP, or to reserve tables (404)940-7185 or contact@kingsinmedia.me  ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=Bread & Butter [Design Night Special]\n",
"\n",
"queries=['design']\n",
"\n",
"predicted_tags=['blockchain', 'design']\n",
"\n",
"body= We are delighted to announce that we have teamed up with the good folks organising Dublin Design Night 2018 and have created a special Bread and Butter Event to be held in the Powerscourt Townhouse on Wednesday 25th April. We are doing things a little different for this event - we have the usual line up of 4 speakers, however, we have decided to divide the talk into 2 separate parts which allows you to take advantage of the other event's going on in the area. So depending on which slot is your preference, go ahead and sign up for your free ticket! Select Part 1 or Part 2 from the Tickets Options On the night, we will have talks from a very talented bunch of creatives covering a wide range of diverse topics. Our first half will kick off with; (PART 1) Ali Grehan, Dublin City Architect (Architecture) Simon Richards, Creative Director of RichardsDee (Visual Communcation) Followed by; (PART 2) Simon Dennehy Philip Hamiliton, Perch Design (Furniture) Fuschia MacAree, Illustrator (Illustration) Will will adding more information over the coming days. ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=Mother's Day Paint Sip & Brunch \n",
"\n",
"queries=['mothers day']\n",
"\n",
"predicted_tags=['brunch', 'mothers day', 'sip and paint']\n",
"\n",
"body= Celebrate the woman you love with a Paint Brunch. Enjoy Belgian Waffles, two hours of Mimosa, fruit toppings and a 16x20 Canvas. Brunch starts promptly at 100pm; Painting begins promptly at 145pm Event concludes at 330pm May 12, 2018 5:00pm event painting starts promptly at 545pm and concludes at 730pm (food served chicken and waffles) ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=Business Contract Law\n",
"\n",
"queries=['law']\n",
"\n",
"predicted_tags=['business', 'law']\n",
"\n",
"body= What is this course about? This one-day course provides a full introduction and update on business contract law. It gives you the skills to ensure that you avoid contract pitfalls and do not enter into contracts without realising that your documents, heads of agreement or letters of intent are legally binding. It also teaches you have to avoid the 'battle of the forms' and how to secure clauses within your contracts which protect your business. \r",
" Do you know how to draft a contract or negotiate amendments so that your business is not exposed? This course is a complete guide to business contract law. \r",
" The course takes you through all the major areas of contract law from warranties and indemnities to limitation of liability, from how to draft the agreement to ensure performance and termination rights. Read the full course overview at our site here . \r",
" How can I pay? Payment can be made by cheque, BACS or credit card. If you wish to pay by invoice, simply select \"pay by invoice\" under payment method on the registration page and provide your billing details and we will raise an invoice for you. \r",
" Dress code There is no strict dress code for our events please wear whatever you feel comfortable in for learning. As a guide, most of our delegates choose smart casual attire. \r",
" I have a question about this course, can I contact you? If you have further questions please call 0845 130 5714 or email info@ga-training.com \r",
" Where can I find your booking terms and conditions? Our full booking terms and conditions can be found by visiting our website here . \r",
" Privacy Policy By completing your booking below you agree to GA Training's privacy policy . \r",
" ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=Roll & Release - Myofascial Release Workshop May\n",
"\n",
"queries=['yoga']\n",
"\n",
"predicted_tags=['memorial day weekend', 'memorial day weekend events']\n",
"\n",
"body= If you have stiffness, muscle pain or lack of mobility anywhere in your body, then this workshop is for you.  Rolling is like having a deep-tissue massage, where you have total control of the pressure and the areas that need attention. Join Laurence in this two-hour workshop to learn simple self-Myofascial Release (MFR) techniques that you can use at home.  We will work on the entire body from toe to head, finding and releasing areas of tightness or tenderness, while learning more about the body’s connective tissue and fascia. Some of the many benefits of rolling: Increased flexibility Stress relief Pain management Better circulation Increased energy This workshop is suitable for anyone who cares for their body, except during pregnancy and until post-partum recovery is complete. In case of doubt related to a medical condition, please seek medical approval. No yoga experience required. Therapy balls will be provided for this session. ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=Launch & Pop Up Party\n",
"\n",
"queries=['all ages party']\n",
"\n",
"predicted_tags=['pop up']\n",
"\n",
"body= GlamForeverByKeeks would like to present their first ever Pop Up Launch Party!  Enjoy giveaways, food products! The Venue is going to be announced very soon.  This ticket is your food raffle ticket. This is an event that requires you to be on the guest list as the venue will only allow so many people.  - There will be be an open bar so, get your drink on, but don’t get too drunk! - There will be a photo booth with a photographer so, be sure to bring your best smiles with you! - You will be able to purchase many products at the event - You will be able to purchase or get a sample of Motives Cosmetics Custom Blended Foundation Pirchase Motives Cosmetics Products - Music all night long! We hope to see you all there! ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=Manifest Your Soulmate (Online L O V E Attraction Workshop) \n",
"\n",
"queries=['speed dating']\n",
"\n",
"predicted_tags=['speed dating', 'speed dating events']\n",
"\n",
"body= Join us for a virtual two-hour LOVE ATTRACTION Masterclass designed to (finally) manifest the love of your life to you!  (Note: This is a recorded workshop chock-full with valuable coaching instruction, exercises and homework designed to get you to release your blocks and manifest your love. When you purchase this amazing class, you can watch immediately and as many times as you need to solidify the teachings! Instructions to watch will be sent via email after you sign up. All you need is your computer/phone/tablet and a great internet connection!) Learn the simple 4 step process designed to Attract in the Love of Your Life in as little as 8 weeks!  Step 1:  PREPARE YOURSELF TO ATTRACT A GREAT LOVE - Unravel the true desires of your heart and no longer be ashamed of what YOU really want to have, be and accomplish in life! - Design a road map to Happily Ever After that takes into consideration the unique needs and desires that you have. No longer be ashamed to admit what YOU really want. - Get crystal clear in what you want in a partner so you can attract in a match who is 100% of what you want! Not 80%. Not 90%. But 100% in alignment with the real you! Step 2:  RELEASE OLD PATTERNS AND DEVELOP A PROCESS TO ALIGN WITH A HIGH-QUALITY MATCH - You'll learn how to STEP INTO YOUR POWER and let go of past excuses that have held you back from being who you really are and having what you really want (love) - Heal past traumas from prior relationships  including your parents and past lovers so that your heart is open and available for love Step 3:  MASTER THE ATTRACTION PROCESS - Boost your self-confidence and love the dating process which will increase the amount of dates you get and quality of dates (no more men just wanting that ‘one thing’ or ghosting you) - The 'F' word - learn the power of forgiveness...which (spoiler alert!) is 100% necessary to happen before you can actually be with your soulmate Step 4:  GET READY TO MANIFEST YOUR LOVE - Uncover the magic of the universe and learn how to REALLY manifest the desires of your heart instead of being disappointed...again - Understand the Law of Attraction (whatever you put out, you get back in return) and how to harness its power to attract to you the perfect match for you  - Get excited about (and create!) a wonderful new life that you don't even recognize filled with love, support and joy! It's no secret that my techniques work. Just see what past clients have to say:  \"It took us less than 24 hours to realize we had been calling each other in - we were 100% of what we had been manifesting the past year and more intensely leading up to the end. Fast forward 7 weeks we have not left each other once!!! All the times he was manifesting me, I was manifesting him. I had more from these past 7 weeks then any of my previous partners. He's loving, kind, gentle, beautiful human and we are so so so in love. There is something very divine around our connection and words are an understatement. I write this not to be bold but to let you know that ALL IS POSSIBLE for you, all is here when you trust to open your hearts and  dare to dream beyond what you perceive in the present moment.\" -Zoe, the U.K. \"Sorry I’ve been out of contact Emyrald . I’ve been in a love bubble since our chat. I’ve got a new man! He meets almost all of my HUGE list of non-negotiables. He just keeps blowing my mind the more I get to know him. It’s just amazing how fast manifesting has worked for me! Thank you, thank you, thank you!!\" - Angie, Australia \" That list you had me make of my ideal man - it's by my bed - and it's HIM! I wrote HIM down on a sheet of paper!\" - B. U.S.A.  Join us worldwide from the comfort of your living room (or bedroom) for a 2 hour  L O V E  Attraction Masterclass and learn how to attract in your perfect love.  About your host, Emyrald Sinclaire:  As an international speaker, author and love coach, Emyrald works with successful and spiritual women who are tired of being alone, haven't had time for a relationship and are absolutely ready (RIGHT NOW!) to learn the proven steps to attract in Mr. Right. She also coaches couples in relationships so that they can clearly communicate their needs and desires in order to feel heard and experience feeling loved, safety and happiness in their relationship. Emyrald frequently appears on stages offering inspirational and practical advice for single and couples alike who are looking for soul-shaking love and a healthy foundation for their relationships. Today, Emyrald and her team at  EmyraldSinclaire.com  are focused on transforming single women and couples around the world through weekly videos and challenges, group coaching programs and intensive 1:1 coaching for those who are ready for Happily Ever After…today! Emyrald frequently appears in the media, including TV interviews and newspaper articles on her speed dating and \"Attract the One\" events, in addition to online podcasts and international tele-summits attended by thousands. She has one of the most passionate followings in the industry! Emyrald’s mission is to help 500,000 women to manifest the love of their lives using the tools that she outlines in her books, her online programs, her 1:1 private coaching, and keynote presentations. ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=REAL PARTY WILDEST ORGY\n",
"\n",
"queries=['sex']\n",
"\n",
"predicted_tags=['sex', 'sex party', 'swingers party']\n",
"\n",
"body= (Notice:) *Looking for Open Minded and a Discreet person / And I can message only on email. Thanks. Kindly email me for more question. *ASK BEFORE BUYING THE TICKET! Thank you. By the way, I am Raisa 27 white. We are conducting an upcoming orgy party in this area? If you are looking for GROUP of FUN. Come and join us. Or Email me here at ( R aisaturner28@gmail.com)   Orgy Party is open to anyone 21 years or older. All ages, races, religions and LGBTQ community warmly welcomed. * Do you long for more touch, nurturing, or affection in your life? * Is it hard to find safe, non-sexual touch?  * Are you ready to explore conscious connection, authentic consent, and empowered boundaries? Then a aorgy Party is the place for you! Come and experience the abundance of love and nurturing touch that is available to you. This is a GREAT place for beginners!!! We are a recently established group of experienced and semi-experienced swingers who meet on a fairly regular basis at a number of locations in our member's area for group fun. It is a safe, comfortable and fun environment for all, You can be single, a couple or an existing group of swingers with experience or those new to the scene \" It doesn't matter if you want to join in with a full sexual group experienced. Play as a couple or just watch you will still be welcome and all personal boundaries are respected at all times. Some of us are straight, some bi, and some bi-curious so whatever you fancy getting in touch and we will consider you for our next meeting. There’s no question about it ~ we all crave more touch. The body's bliss hormone, Oxytocin, is released by nurturing, welcome, consensual touch and is essential for the wellbeing of your body, your heart, and your spirit. Your nervous system, blood pressure, and emotional health all benefit from healthy, heart-full touch!  Safe touch also enhances your ability to connect with and trust people, your capacity to respect and care for yourself, your creativity, and your sense of safety, comfort, and belonging. Infants who are deprived of touch fail to thrive, and we never outgrow that need. In today’s high-tech low-touch society, we especially crave the authentic connection, deep listening, and nurturing touch that we were born to receive.  Though touch is natural, the skills that make it welcome and enjoyable sometimes need to be learned and practiced. Skills of communication, expressing boundaries, asking for what you want, and saying ‘Yes’ or ‘No’ with clarity and kindness. At a Orgy Party you gain:  * Clarity and confidence about your wants and needs  * Boundary and communication skills  * Comfort, support and encouragement  * The secrets to welcome, relaxed, platonic touch  * Satisfying your pleasure. WHAT TO EXPECT During the OPENING EVENT we have TOY SEX PARTY SHOWS!  FREE BEVERAGES DRINKS AND FOODS. CONDOMS AND SEX TOYS. LOGISTICAL DETAILS Be sure to REGISTER in advance. There are a limited number of tickets (20) available. Confirmations with complete details and directions will be e-mailed out to those who register. (Please Email me before buying a Ticket) Early Registration: $35 Regular Registration $50  PLEASE BE ON TIME. Doors lock at  7:15 pm ! Plan to arrive between  6:30-6:45 pm The opening Welcome Circle is for introductions and to go over the Agreements of the Cuddle Party. This is an important aspect of the Orgy Party experience and creates a safe container for all participants. It is essential that everyone be on time. Once the Welcome Circle begins, no late arrivals can enter. WEAR your Costumes. (Costume is provided on the party. You must need to ask, how to get it.) This will be a shoe-free environment, so please bring and wear socks if your feet get cold. Out of consideration for other participants, please be fresh and hygienic and DON’T WEAR any strong fragrances, colognes, or perfumes.  *BRING your open heart, and be prepared for the open hearts of others! Optionally, consider bringing a pillow and blanket or any other soft fluff to enhance your snuggling experience. CANCELLATIONS AND REFUNDS  *If you cannot make it, let me know immediately!! There may be a waiting list of people who really want to come! I can only fill extra spaces if you notify me in enough time. Out of kindness to other snugglers, please email me immediately if your plans change. * Refund up to 1 days in advance. * If you decide by the end of the Welcome Circle that it isn’t the right time/event for you, you may leave and receive a full refund. * If you are a no show, or arrive after the doors have closed, no refund. ------------ PS: YOU MUST NEED TO AGREE THE TERMS AND CONDITIONS. ASK ME IF YOU WANT TO REVIEW IT. ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=Bashment Run \n",
"\n",
"queries=['yoga']\n",
"\n",
"predicted_tags=[]\n",
"\n",
"body= Let's face it, running isn't alwasy fun. In fact, it can be extremely boring and mentally draining. Despite this, we all know that it's one of the best ways to get fit and lose unessary weight. So why not make running and training a bit more fun and join me for a Bashment Run. If you're like me and you love a good bashment tune and you believe that everything seems better once listening to it, then why not join me on Saturday mornings for an exhillariting and well charged run to bashment music. As well as this you will recieve brillaint keep fit training and meet a friendly group of people to run and train with. Summer is approaching and though I can't always gurantee Caribbean weather, I can ensure that you will have fun training and you will look and feel your best just in time for Summer. Effective dietry plans and one to one training are also available on request. Cheaper than any gym in London and actual effective results. Free bottle of water also included. So what are you actually waiting for? Sign up and join us today! Includes    FAQs   Are there ID or minimum age requirements to enter the event? Age 14 +   What are my transport/parking options for getting to and from the event? TBC- This depends on the location that is chosen for the day. More information will be provided prior to the meeting point   What can I bring into the event? All you need is yourself. Its advised to keep anything additonal to a minimum for example handbags or luggage as there isn't a locker provided.   How can I contact the organiser with any questions? Telephone number will provided once you sign up   What's the refund policy? Unfortunately if you pay and dont show up your money can not be refunded to you.   ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=CLT WEDDING FLEA\n",
"\n",
"queries=['bridal show', 'wedding']\n",
"\n",
"predicted_tags=['bridal show', 'royal wedding', 'wedding']\n",
"\n",
"body= The CLT WEDDING FLEA is an opportunity to buy or sell wedding decor without the middle man. The CLT WEDDING FLEA is for newly engaged couples planning their wedding and newlyweds just finished with their nuptials. For more information, visit www.cltweddingflea.com. VIP admission is from 10:00 am- 11:00 am and is $10 cash per person at the door.  General admission is from 11:00 am- 2:00 pm and  is $5 cash per person at the door. Children under 12 are free. Please note that cash is the only form of payment accepted and bills larger than $50 will not be accepted. Reserving your spot to sell at the flea is $40. We'll provide a table, two chairs, and you keep 100% of the profits. Two people are allowed to sell per table-- any people over two will be required to pay $5 general admission each. Tables must be reserved by May 2. Please note that we sold out of tables at our last sale several weeks before the sale-- so reserve quickly! ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=TRADING\n",
"\n",
"queries=['blockchain']\n",
"\n",
"predicted_tags=['blockchain', 'trading']\n",
"\n",
"body= El curso constar de 5 d as (Sabados 1,8,15,22, y 29 de Septiembre) para un total de 18 hs distribuidas en 3:30 hs hs cada dia, enviaremos material de lectura previo al inicio de clases, a los inscriptos; recomendamos leerlo bien y as poder resolver presencialmente todas las dudas que les surjan. \r",
" Las negociaciones a corto plazo(Trading) en las criptomonedas. Este es el arte de negociar y|o especular sobre los valores en el mercado de las criptomonedas. Este mercado es vol til, se pueden hacer muy buenos retornos acorde a esa volatilidad, pero se recomienda hacer un an lisis riguroso de la criptomoneda a operar para minimizar riesgos. \r",
" En este mercado con un buen an lisis y las herramientas adecuadas para iniciar en el trading, puedes tener beneficios econ micos tanto en la baja y alza del mercado. \r",
" En el curso de TRADING, mediante diversas actividades did cticas nos aseguraremos que el temario sea aprovechado al m ximo de la manera m s agradable posible. \r",
" Temario del curso \r",
" INTRODUCCI N \r",
" ◦ Qu es Bitcoin \r",
" ◦ En qu mercados se negocia Bitcoin \r",
" ◦ El proceso de formaci n de precios en un Exchange \r",
" ◦ Codicia y Miedo: las dos emociones que mueven los precios \r",
" ◦ Enfoque T cnico vs. Enfoque Fundamental \r",
" ◦ Tipos de trading: \r",
" \r",
" \r",
" Core \r",
" \r",
" \r",
" Swing \r",
" \r",
" \r",
" Micro \r",
" \r",
" \r",
" ◦ Ejemplos de negociaci n \r",
" ◦ El ciclo general del mercado: un viaje perpetuo a lo largo de 4 fases \r",
" Fase 1: Indiferencia \r",
" Fase 2: Codicia \r",
" Fase 3: Incertidumbre \r",
" Fase 4: Miedo \r",
" RASTREANDO LAS HUELLAS DIGITALES DEL DINERO \r",
" ◦La eterna batalla entre compradores y vendedores \r",
" ◦ C mo determinar qu grupo tiene la ventaja en cualquier momento \r",
" ◦ Los cuatro ticks m s importantes del mercado \r",
" ◦ Aprendiendo a leer el lenguaje de las velas japonesas \r",
" ◦ Las 13 velas del mercado: c mo inferir hacia donde van los precios en cualquier momento \r",
" ◦ Una vela especial: la vela de rango estrecho \r",
" ◦ El punto de no retorno: en qu momento podemos afirmar que el grupo dominante ha perdido el control de la acci n \r",
" \r",
" \r",
" Perdiendo el control en una sola vela \r",
" \r",
" \r",
" Perdiendo el control en dos velas \r",
" \r",
" \r",
" ◦ Entendiendo la relaci n inter-temporal: La Ley de Inercia aplicada a los precios en distintos marcos de tiempo \r",
" ◦ El juego de la papa caliente: c mo afecta el precio actual a los tenedores de las acciones en este momento \r",
" ◦ Los promedios m viles: una forma de medir la relaci n entre el precio actual y el precio promedio de los tenedores de \r",
" las acciones \r",
" ◦ Los 3 promedios m viles: 7 Ma, 30 Ma, y 360 Ma \r",
" ◦ El poderoso 30 Ma: su aliado en cualquier marco de tiempo \r",
" ◦ El poder del 360Ma \r",
" ◦ Relaci n entre los promedios cortos y largos: qu significa la intersecci n de dos promedios m viles \r",
" ANATOM A DE LA TENDENCIA ALCISTA \r",
" ◦ Caracter sticas de una tendencia alcista \r",
" ◦ El mercado es un mecanismo que respira \r",
" ◦ Qu es un pivot, cu l es su significado y por qu son tan importantes en la formaci n de una tendencia \r",
" ◦ Qu es un pullback, c mo diferenciar entre un pullback sano y un pullback temeroso \r",
" ◦ Oportunidades de negociaci n en la tendencia alcista \r",
" ◦ C mo muere una tendencia alcista \r",
" ANATOM A DE LA TENDENCIA BAJISTA \r",
" ◦ Caracter sticas de una tendencia bajista \r",
" ◦ Identificaci n y significado de los pivots en una tendencia bajista \r",
" ◦ Los rallies en la tendencia bajista son los pullbacks en la tendencia alcista \r",
" ◦ Oportunidades de negociaci n en una tendencia bajista \r",
" ◦ C mo se muere una tendencia bajista \r",
" ◦ El concepto de Overhead Supply: la oferta de la gente que queda bajo el agua o la esperanza de subida de los precios. \r",
" ANATOM A DE LA TENDENCIA LATERAL \r",
" ◦ Caracter sticas de una tendencia lateral \r",
" ◦ Identificaci n y significado de los pivots en una tendencia lateral \r",
" ◦ Oportunidades de negociaci n en una tendencia lateral \r",
" ◦ C mo inferir el posible desenlace de una tendencia lateral: La captura del 30 Ma \r",
" ◦ C mo diferenciar las etapas 1 y 3: Indiferencia vs. Incertidumbre. \r",
" SOPORTES Y RESISTENCIAS \r",
" Qu son las zonas de soporte y resistencia: por qu los precios reaccionan a dichas zonas \r",
" ◦ Tipos de soporte y resistencia: Mayor y menor \r",
" ◦ Otros elementos que sirven de soporte y resistencia \r",
" \r",
" \r",
" Promedios m viles \r",
" \r",
" \r",
" L mites del d a: High Low \r",
" \r",
" \r",
" L mites del d a previo: High Low Close \r",
" \r",
" \r",
" Gaps cubiertos \r",
" \r",
" \r",
" Zonas de congesti n \r",
" \r",
" \r",
" Retrocesos de Fibonacci como zonas de soporte y resistencia \r",
" \r",
" \r",
" ESTRATEGIAS DE NEGOCIACI N PARA TENDENCIAS ALCISTAS \r",
" ◦ El patr n de compra: El mejor momento para comprar \r",
" \r",
" \r",
" Psicolog a detr s del patr n de compra \r",
" \r",
" \r",
" Requisitos para un buen patr n de compra \r",
" \r",
" \r",
" Elementos que agregan calidad al patr n de compra: soportes, se ales de reversi n y alineaci n inter-temporal \r",
" \r",
" \r",
" Los 3 targets de un patr n de compra \r",
" \r",
" \r",
" La relaci n beneficio riesgo \r",
" \r",
" \r",
" C mo calcular el tama o del lote a comprar \r",
" \r",
" \r",
" ◦ El rompimiento alcista: Hasta que al fin empez a subir despu s de tanta espera! \r",
" \r",
" \r",
" C mo diferenciar los Breakouts ganadores de los que fallan \r",
" \r",
" \r",
" Requisitos para un buen rompimiento alcista \r",
" \r",
" \r",
" La relaci n beneficio riesgo \r",
" \r",
" \r",
" C mo calcular el tama o del lote a comprar \r",
" \r",
" \r",
" ESTRATEGIAS DE NEGOCIACI N PARA TENDENCIAS BAJISTAS \r",
" ◦ El patr n de venta: El mejor momento para vender \r",
" \r",
" \r",
" Psicolog a detr s del patr n de venta \r",
" \r",
" \r",
" Requisitos para un buen patr n de venta \r",
" \r",
" \r",
" Elementos que agregan calidad al patr n de compra: resistencias, se ales de reversi n y alineaci n inter-temporal \r",
" \r",
" \r",
" Los 3 targets de un patr n de venta \r",
" \r",
" \r",
" La relaci n beneficio riesgo \r",
" \r",
" \r",
" C mo calcular el tama o del lote a vender \r",
" \r",
" \r",
" ◦ El rompimiento bajista: El desencadenamiento del miedo! \r",
" \r",
" \r",
" Psicolog a detr s del rompimiento bajista \r",
" \r",
" \r",
" Requisitos para un buen rompimiento bajista \r",
" \r",
" \r",
" Elementos que agregan calidad al patr n de rompimiento bajista: calidad y longitud de la base \r",
" \r",
" \r",
" La relaci n beneficio riesgo \r",
" \r",
" \r",
" C mo calcular el tama o del lote a vender \r",
" \r",
" \r",
" ESTRATEGIAS DE NEGOCIACI N PARA TENDENCIAS LATERALES \r",
" ◦ Negociando con el 30 Ma \r",
" ◦ Compre en el soporte venda en la resistencia \r",
" ◦ Determinar si es mejor ir largo o corto en una tendencia lateral \r",
" DOS PATRONES ESPECIALES PARA NADAR CONTRA LA CORRIENTE \r",
" ◦ El patr n de compra despu s del p nico (Extreme panic Buy Setup) \r",
" ◦ El patr n de venta despu s de codicia extrema (Extreme greed sell setup) \r",
" ◦ Requisitos para su negociaci n \r",
" PROTEGIENDO LAS GANANCIAS \r",
" ◦ El uso de trailing stops \r",
" \r",
" \r",
" Bar by bar \r",
" \r",
" \r",
" Trailing stop con medias m viles \r",
" \r",
" \r",
" ◦ El poder de la venta incremental \r",
" EL PLAN DE TRADING \r",
" ◦ Componentes principales \r",
" \r",
" \r",
" Par metros de riesgo: hasta cu nto estoy dispuesto a perder: por trade, por d a, por semana. El concepto de R. \r",
" \r",
" \r",
" Condiciones requeridas para negociar \r",
" \r",
" \r",
" Qu patrones voy a negociar \r",
" \r",
" \r",
" C mo voy a gestionar el dinero: cuando tomar ganancias, ventas incrementales, etc. \r",
" \r",
" \r",
" Qu tengo prohibido \r",
" \r",
" \r",
" La importancia de planear, ejecutar, revisar y modificar: un ciclo virtuoso \r",
" \r",
" \r",
" Lo m s importante de su plan: DISCIPLINA \r",
" \r",
" \r",
" ◦ Herramientas de medici n de desempe o: % de bateo, ratio de ganadores a \r",
" perdedores promedio e ndice de efectividad. \r",
" Requisitos: \r",
" \r",
" Est dirigido a personas sin conocimientos previos. \r",
" Se incluye: \r",
" \r",
" Refrigerios \r",
" Material de apoyo en clase \r",
" Material de estudio en l nea \r",
" Certificado de asistencia \r",
" \r",
" \r",
" ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"title= MWG4L Presents: Swing 4 Scholarships Golf Tournament\n",
"\n",
"queries=['golf tournaments']\n",
"\n",
"predicted_tags=['golf', 'golf tournaments']\n",
"\n",
"body= Give the gift of \"Summer Leadership Camp\" to high potential, low-income youth determined to further their education with Reality Changers support! Visit www.maywegive4love.org for more information Calling all golfers! Whether you're a beginner, competitive golfer, or just want to have fun, join MWG4L for an exciting Charity Golf Tournament to raise funds and support Reality Changers. Our mission is to help youths from dangerous neighborhoods prepare themselves to become first generation college students.  College changes everything! Visit www.maywegive4love.org for more information ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=Springtime Cherry Noir - Friday, June 15th, 2018 - BDSM and Swinger Fun\n",
"\n",
"queries=['nude', 'sex']\n",
"\n",
"predicted_tags=['day party', 'nude', 'sex']\n",
"\n",
"body= Mistress Zeneca Presents: Cherry Noir, a sex-positive BDSM Club and Swingers Play Party Friday, June 15th, 2018 9pm-3am Class at 11pm - ANAL SEX: HOW TO MAKE IT FEEL GOOD Our teacher for both days of Cherry Noir, SentientCanvas, will adjust the lesson plan based on the make up of the audience that shows up- like if everyone there has little to no anal experience then we are going to go over a lot of basic stuff. Our teacher is going to talk about anatomy, lubrication, toys, analingus, fingering, penetration. If there’s something specific you want to discuss, bring it up. Anything you ever wanted to know about the BUTT. Cherry Noir 'Classic' is now day 2 of our new 2-Night Cherry Noir events. All the kinky and sexy swinger adventures you can handle. We have our non-gendered Thursdays and Cherry Noir 'Classic' on Fridays for select weekends throughout 2018. If you attend both days, you get a $5 discount off Friday's admisison*. There are two separate party pages for each night, so be sure to RSVP for the night(s) you want to attend. ( *$5 off discount on Friday is per couple, triad, or single man. Not valid with single lady admission since that is already vastly discounted.) Come to our LGBTQ Thursday and RSVP at: http://cherrynoir34.eventbrite.com Please reserve your spot early and show up to the club before 11pm, to ensure admission. This is the longest running BDSM/Swinger event in the city and it's only getting better. So bring your friends and come out to a great event for dancing and BDSM. Couples and Poly groups welcome! APPROVED SINGLE MEN WELCOME ON FRIDAY NIGHTS! Couples - $40 Triads - $60 Single Ladies - $15, Single Men - $40  (M UST RSVP TO GET DISCOUNTED RATE)   Must be 21 or over, BYOB, 6,000 sq. ft play space, Private rooms, Secured Parking Lot,  Dinner served 2533 Emery Street Philadelphia, PA 19125 Check out the Cherry Noir FAQ for answers to many common questions. General Event Description of Cherry Noir BDSM Parties:   Cherry Noir is a BDSM Swingers play party held on select Thursday/Fridays (Back-to-back events) at the Saints and Sinners Swingers Club.  Truly an upscale and hip lounge environment, with an intimate vibe that encourages new experiences and meeting new people. Play publicly or in private. Party in a 6,000 sq. foot playspace. Cherry Noir is proof that Kinksters and Swingers can come together in harmony for one heck of a good party!   Appropriate for newbies and experienced players age 21 and up. Cherry Noir events cater to couples, triads, and poly groups on Fridays, and open to all Kinksters on Thursdays with a particular emphasis in welcoming the LGBTQ crowd. Prices vary depending on the night, but range from $20/person non-gendered pricing on Thursdays with pre-paid admission or $30 at the door with RSVP only, to $40 per couple and $60 for Triads for Fridays. Single folks have a different pricing structure so singles are encouraged to bring a friend, a lover, a date, a wingman, a companion, a bro, a compadre, an associate, a human-pet, a dominant, a submissive, a bff, a bosom buddy, a comrade, a confidante, a friend with benefits, a pal, a fet friend, etc. to come to the event with. Check the particular event you're interested in attending for the correct pricing structure.   When you enter Cherry Noir for the first time, you might not notice the gorgeous cherry wood flooring or the murals of semi-nude beauties adorning the ceiling above the elevated seating area. But, you will notice the well crafted dungeon furniture, the clean and stylish couches, and the dance floor containing a stripper pole that will definitely get some action throughout the night. Directly to your right is the buffet and safety equipment tables. Cherry Noir opens at 8pm on Thursday events, and 9pm on Friday. Dinner (or buffet nibbles on Thursdays) is already ready for you when you walk in. The safety supplies include paper towels, bottled waters, Clorox wipes, band-aids, condoms, lubes, dental dams, nitrile gloves, a blanket, and a slew of other stuff nearby should you need anything. The entire nightclub feels posh and sleek with the main bar area adorned in a mood lighting that feels warm.   Mistress Zeneca has a host of people known as the 'Ambassadors of Love' identifiable by the large red heart badges and the glow sticks they wear. These are the people who you can feel free to ask questions about the club, about the lifestyle, about skills, talents, etc. They secure scenes from intrusion and mingle around to make sure that everyone is having a good time. Ambassadors of Love can even make introductions or give you a person to hang with if you're on the shy side.  Their job is to make everyone feel comfortable and to make sure that everyone's safety and security are managed. The Ambassadors of Love are an extension of Mistress Zeneca's hosting and each one displays the type of hospitality and warmth that she would like to extend personally to you. If you have any issues, problems, or concerns, grab an Ambassador and the issue will be addressed. The club staff is also top notch and will handle anyone that steps out of line.   The music is loud and bumping, featuring a combination of dark electronica, electroclash, pop songs that are more on the sensually erotic side, DJ created mash-ups of rock songs, and danceable industrial songs. It's a good mix for dancing or for beating someone to. The DJ takes requests as well, so you can feel free to add your own flavor to the night. Around 10:30pm or so, a class will open up on the quieter Mezzanine level. The teacher will teach some pre-arranged topic or have a discussion about what everyone would like to learn. It's always standing room only and very informative.   Usually by midnight, all around you are scenes of all sorts . People being sexually intimate with their partner(s), people in exquisite agony and ecstasy, and people trying out something new. Exhibitionists and voyeurs getting just what they came there for. Whatever you thought your night could be, it can be even better. The open minded vibe of the entire place just fosters that type of energy. The club stands by a NO means NO rule. So nothing is expected and you can feel free to do nothing or everything, with your partner(s) or with someone new . There is no pressure to ever engage with someone outside your relationship(s). Use the energy of the place to inspire you. The party ends at 2am on Thursdays and 3am on Fridays. Plenty of time to do whatever your heart desires.   Since Cherry Noir takes place at the Saints and Sinners nightclub, a BYOB establishment, you can bring whatever alcoholic beverage you'd like to drink for the night. Mixers, sodas, etc. are provided for free. Be sure to tip the bartenders. If you're drinking, we encourage you to partake lightly. The bartenders will stop serving someone that appears intoxicated.   There are 4 levels to the club: Locker room level with open shower area, Bedroom level with public and private bedrooms, Mezzanine level a quieter seating/play area with the second stripper pole, and the Main dance floor level. The levels are connected by staircases. The club provides towel service and coat check.   Tips :  Bring a lock for the locker room. Dress to impress or Dress to undress - Dress up to go out. No fire, scat, or guns. All messy play keep to the shower area and clean up after yourself. Keep your scenes clean and safe. Mind your sharps and dispose of anything with bodily fluids/blood appropriately. ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~  Another awesome event from http://www.ElegantlyKinky.com Contact Mistress Zeneca with any questions - Fetlife.com username: ElegantlyKinky ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=New Park Brewing & Tone Wheel Music Group Present: Field Day\n",
"\n",
"queries=['beer festival']\n",
"\n",
"predicted_tags=['beer', 'food truck festival', 'memorial day weekend', 'memorial day weekend events']\n",
"\n",
"body= New Park Brewing and Tone Wheel Music Group are excited to present Field Day, a one day music festival featuring a lineup of amazing bands and tasty food trucks alongside New Park Brewing's critically acclaimed small batch craft beer. Field Day will be hosted in the front lot outside of New Park Brewing in West Hartford, which will be transformed into an immersive festival environment for the day. Everybody who buys an advance ticket will receive one free New Park Brewing beer at the event.  That's right, the first round is on us!  Advance tickets are limited so purchase your tickets while you can. Minors can purchase an \"Under 21\" ticket which is valid until 5pm when accompanied by a legal guardian.  See below for the full event information and mark your calendars for the inaugural Field Day! Music Lineup: Kat Wright Bella's Bartok Root Shock Wurliday Blue Eyed Blackbird SixFoxWhiskey Food Trucks: Chief Brody's Craftbird Mercado Location: New Park Brewing, Front Lot 485 New Park Ave West Hartford, CT ***Parking is limited.  We strongly encourage taking CTfastrak to the Flatbush Ave station or Uber/Lyft. ***Please note that this is a ticketed event and the brewery will only be open to ticket holders on June 2nd. ***No outside food or beverages except unopened water bottles or empty reusable bottles. ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=Mother's Day Post Brunch Cruise - 5/13 \n",
"\n",
"queries=['mothers day']\n",
"\n",
"predicted_tags=['mothers day']\n",
"\n",
"body= MOTHER S DAY CRUISE - Sunday, May 13th, 2018. \r",
" \r",
" Are you looking for the perfect way to show the most important woman in your life how much you love her on Mother s Day? This year treat your mom to the best Mother's Day event in Boston and make plans with High Roller Boston Events on our annual Mother's Day Cruise aboard the M/V Freedom on Boston Harbor. \r",
" \r",
" \r",
" \r",
" \r",
" Age: This is an All Ages Cruise. Families / Kids welcome. \r",
" 21+ to Drink features a Full Bar. Wine/ Champagne/ Mixed Drinks/ Beers. Proper ID required / Driver's License/ Mass ID/ Passport etc \r",
" \r",
" Note: Boat has a Cash Bar. There will be very limited food options available for Purchase as this is a Post Brunch Cruise at the heart of Boston at the Boston Harbor/ Seaport Area. Do Plan to have Brunch/ Lunch prior to attending. \r",
" \r",
" Check in Sailing Details: The Mother s Day Post Brunch Sunday Cruise Check in begins at 2:15pm. Boarding begins at 2:30pm and cruising from 3:00pm to 5:00pm. \r",
" (Boat leaves promptly at 3:00pm. Do not be late or the boat will leave you behind). \r",
" \r",
" Where: M/V Freedom, located at 60 Rowes Wharf Boston (Behind the Boston Harbor Hotel) features three decks including the rooftop for a scenic view and photos, 1 full cash bar 2 dance floors. Make sure to bring your Camera's to capture the beautiful Boston Skyline. \r",
" \r",
" Entertainment: Dj's on Two Floors playing Top 40/ Hip Hop/ Mashups/ Intl Mixes Remixes \r",
" \r",
" Questions contact us via text at 617.416.8705 or email at Boston.Boston@gmail.com. \r",
" \r",
" \r",
" Make Your Mother s Day \r",
" Mother s Day is a more moving experience when you re actually moving. \r",
" A 2-hour cruise on Boston Harbor with incredible waterfront views \r",
" Limited Tickets. Get your tickets before we sell out. \r",
" Tix/Info www.HighRollerBoston.com \r",
" \r",
" \r",
" ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=YOGA NIDRA Sundays, 9am at Currimundi, Sunshine Coast AUSTRALIA. Surf the interface between sleeping and waking consciousness' every Sunday\n",
"\n",
"queries=['yoga']\n",
"\n",
"predicted_tags=['yoga']\n",
"\n",
"body= Surf the interface between sleeping and waking consciousness. Christmas Yoga Nidra session Sunday 16th December. Starts@9am. $15 covers everything including watercolour painting and GF morning tea. Bree from Hippy Soul Yoga please have a pop up stall with her designer yoga mats and handmade eye pillows.  Arrive at 8.45am. See Facebook Yogartnidra Sunshine coast for more details. Research shows that regular practice of relaxation and meditation has beneficial effects on physiological, psychological and emotional health including insomnia, panic attacks, high blood pressure, arthritis, asthma, anger, diabetes, IBS, depression, migraine, fatigue, menopausal symptoms and general pain. (Reference Desai, Kamini, PhD 'Yoga Nidra. The Art of Transformational Sleep'. Inspired by the teachings of Yogi Amrit Desai. Lotus Press. 2017. (Book available from Sunshine Coast Libraries and Amazon Australia). NB There are 177 medical journal references to the health benefits listed at the back of Dr Desai's book). Sunshine Coast YOGA NIDRA  (every Sunday) arrive 8.45am to set yourself up for supreme comfort for a 9.00am start). Enjoy a 45min guided relaxation, followed by painting with watercolours.(Some of the greatest works of art have been inspired by meditation. Yoga Nidra allows you to access the creative centre). See some of Joyce Huntington's artwork. Homemade morning tea  sugar free, GF (and herbal tea) is provided after guided meditation. Nothing for you to do except rest on your yoga mat (head supported by your pillow, maybe a pillow under your knees, light sheet/shawl over your body and eye pillow. Yoga Nidra simply means 'yogic sleep'.. References to the 'Science behind the Art of Yoga Nidra'  will be handed out at the session. Rest, relax and enjoy the watercolour painting experience after. Bring a yoga mat, wear comfortable clothing (small pillow/light blanket). \"The physical body may age but the energy body doesn't\" Dr Kamini Desai (author of 'Yoga Nidra. The Art of Transformational Sleep') Lotus Press 2017 Currimundi school markets are on just up the road every Sunday from 6am - 12 noon. Enjoy a light breakfast before or big lunch after Yoga Nidra at Currimundi school farmers' markets. Internationally Advanced Certified Yoga Nidra Facilitator Amrit Institute Member Yoga Australia yogartnidra@gmail.com   Text 0431873042 Anna ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=International Yoga Day - Yoga Gives Back Fundraiser: Flow Energy with Wendy\n",
"\n",
"queries=['yoga']\n",
"\n",
"predicted_tags=['yoga']\n",
"\n",
"body= FOR THE COST OF ONE YOGA CLASS, YOU CAN CHANGE A LIFE. In conjunction with International Yoga Day, join Yoga Gives Back ambassador Wendy Chan for a rejuvenating and energizing Friday Morning at the YOGA SEEDS GREEN ROOM to support a good cause. This public holiday, f low with your breath and open your heart to all possibilities. Practice is suitable for all levels.  *All proceeds will be donated to Yoga Gives Back For enquiries, email recharge@yogaseeds.com.sg or WhatsApp/SMS 8322 1251. About Yoga Gives Back Our mission is to mobilize the global yoga community to empower women and children in India to build sustainable livelihoods. Yoga Gives Back is a 501(c)3 non-profit organization dedicated to raising awareness and funds in order to alleviate poverty in India. We started in Los Angeles in 2007, determined to find a way for the global yoga community to help the poorest people in the country that gave birth to YOGA. In 2014, the US yoga industry is reported to generate an astonishing 27 billion dollars and yoga's popularity continues to grow worldwide. If a fraction of this resource can be redirected to help the poorest people in India, we can make a lifetime difference!! Many charitable organizations have emerged from within the yoga community, but Yoga Gives Back is a very unique campaign which shows our gratitude by supporting impoverished mothers and children in India.  In 2007, inspired by Nobel Peace Prize Recipient Dr. Muhammad Yunus' revolutionary micro-financing breakthrough, Yoga Gives Back began supporting microcredit programs. Through the Grameen Foundation, we funded programs who lend small loans to women who are otherwise excluded from the conventional banking and financial systems. Today, YGB  partners with local NGOs NISHTHA in West Bengal and Deenbandhu Trust in Karnataka, funding nearly 900 mothers and children with micro-loan programs, education funds and scholarships for higher education with a minimum of a five-year commitment to each person. About YGB Ambassador Wendy Chan (Singapore) Founder and director of Yoga Seeds, yoga events, retreats, and training company based in Singapore, Wendy hosts regular yoga retreats in Asia. When she’s not travelling, she’s back home in Singapore, teaching in various settings, including corporate yoga classes, yoga for children, private yoga sessions, regular studio sessions and also community classes for the underprivileged. In fact, she teaches anywhere that she can unroll her mat! Wendy’s background and interest in eastern and western philosophy led her to explore and study the workings of the mind, body and subtle energies of the universe through meditation and yoga. Her style of yoga is a unique blend of Hatha, Vinyasa and Yin Yoga, with emphasis on the breath in both movement and stillness. \"Yoga has given me so much in my life, and it’s only natural for me to want to be part of an initiative that gives back, especially to India, the birthplace of Yoga. Yoga Gives Back helps our sisters in India through education and opportunities for financial independence, which I believe will have a huge impact in the future of women in India. I’m very blessed and privileged to be an ambassador for YGB and I’m proud to be part of the efforts to support this cause.\" - Wendy ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=Fintech Jaman Now\n",
"\n",
"queries=['fintech']\n",
"\n",
"predicted_tags=['blockchain', 'fintech', 'memorial day weekend']\n",
"\n",
"body= Digital technology is revolutionizing the way we engage in financial transactions in the digital market place in today's era, also known as, \"Jaman Now.\" Armand Hartono, Vice President Director, Bank Central Asia (BCA) ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=DJ JAV presents: Beats, Rhymes, & BRUNCH\n",
"\n",
"queries=['brunch']\n",
"\n",
"predicted_tags=['brunch', 'design', 'memorial day weekend events']\n",
"\n",
"body= DESCRIPTION Beats. Rhymes. Brunch.  Join  DJ JAV   friends as we partake in the only brunch in the #DMV with real hip hop, R B, Dancehall, Funk, Soul, Classics as the soundscape.  $30 gets you all you can eat from the buffet, and bottomless mimosas.  s/o  Maurice James Jr  on the graphic design tip,   Wafa Harrag Shauna Jones   Ron Brown   Ahmed Nyce Agbabiaka   Reggie Eliacin Claudia Calleros Bobby Alirezai  on the home team!  #stayclassy  http://www.castellolounge.com ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=Memorial Monday - Last Lap (Wett Sundays Team)\n",
"\n",
"queries=['soca']\n",
"\n",
"predicted_tags=['memorial day', 'memorial day weekend', 'memorial day weekend events', 'soca']\n",
"\n",
"body= SPECIAL MEMORIAL MONDAY LAST LAP EDITION - YES WE GOING LATE SPECIAL GUEST DJS LIVE Round 2 Cafe Presents MEMORIAL MONDAY - LAST LAP AFTER SHINE, SHHH AND ALL THE PARTIES ALL ROADS LEAD HERE Hosted By Supa C x DreDoGG (ShorBlu) Friends The Ultimate Chill After Party After Every Party On A Sunday At the Brand New Sexy Round 2 Cafe 1165 Utica Ave, Brooklyn, NY 11203 (Cor Of Clarendon Road) Music BY Supa C, SLI, Mr Groove, Dj Cudjoe More Click Here To See Video Click Here To See Video Doors Open 6pm - Midnight Drinks Specials B4 9PM $7 Rum Punch | $7 Maragritas | $7 Mojitos Time: 6pm - 12 Everyone Free B4 8pm w/RSVP at www.wettsundays.com Soca | Fun | Food | Hookah | Vibes Celebrating A B'day? You And Your Crew Free Party For Free plus a Complimentary Bottle of Champagne On US! (Restrictions Apply) DRESS CODE ENFORCED Sexy/Trendy Attire - No Hoodies,Caps Or Sagging Pants Ladies No Sneakers 23 years older | ID Required More Info 347-551-8524 | 718-541-1073 wettsundays@gmail.com Instagram \"@wettsundays\" www.wettsundays.com #wettsundays #itwetter #dredogg #DjSupaC #SupaC #sexy #nytrackscafe #lime #vibes #party #chill #drinks #food #theafterpartyaftereveryparty #theultimatechill #sundaychillout #brooklyn #nyc #soca #reggae #hiphop #rnb #trap #caribbean ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=Boston Cybersecurity Conference 2018\n",
"\n",
"queries=['cyber security', 'technology conference']\n",
"\n",
"predicted_tags=['cyber security', 'technology conference']\n",
"\n",
"body= \r",
" 2018 Boston Cyber Security Conference \r",
" This conference qualifies for CPE credits! \r",
" Passes include a full lunch, entrance into the main conference room and all conference material. \r",
" Program Description: \r",
" Data Connectors will be hosting the Boston Cybersecurity Conference on Thursday, June 14th. The event will start at 8:15 AM with a check-in and opening introductions before presentation sessions begin at 8:45. Between the educational sessions that go throughout the day, there will be time to visit vendor booths to obtain information regarding product and service offerings. \r",
" Event Sponsors/Vendors include: \r",
" \r",
" Click here for a full agenda \r",
" \r",
" When you register to attend a Data Connectors vendor-sponsored conference, your event registration information is used to confirm registrations and may be used to send product information and promotional material. (Information may also be used to compile broad demographic information). As Data Connectors may disclose your event registration information to those vendors sponsoring the event, Data Connector's customer agreement with the Sponsor provides that the Sponsor (a) may use this information only to send you product information, to contact you via common methods of communication to assess your interest in its products and services, and (b) may share this information with a business partner, reseller or distributor of its products and services for the permitted marketing purposes set forth above. You should contact the Sponsor directly if you have any questions about their use of this information. ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=3rd Annual For Kids To Be Kids Mini Parade and Fun Day 2018\n",
"\n",
"queries=['kids']\n",
"\n",
"predicted_tags=['kids']\n",
"\n",
"body= Hello Family, Friends and Community Organizers   This is an invitation for our Community Event, The 3rd annual FOR KIDS TO BE KIDS MINI PARADE AND FUN DAY 2018. Sponsored by \"Out of the Mouths Of Babes\"  youth independant tv Public Access show on Bronxnet. SATURDAY JUNE 2nd  2018             ******PARADE:******          PLEASE CALL IF YOU WOULD LIKE TO MARCH IN THE PARADE 1pm starting at St. Helenas Church 1315 Olmstead ave...parking lot on Westchester ave Bronx NY marching up Westchester ave North ending at Westchester Square OWEN DOLAN PARK.            ******FUN DAY: (same day)***** 2pm - 6pm @OWEN DOLAN PARK  2551 Westchester square Bronx NY    ********************************************************************************** It will be a day of fun,Old Fashioned Games, contest, prizes,  live entertainment. We would like for your family or kid friendly organization to be a part of this fun day for youth and Families. If you would like to participate,  please let us know what you would like to do.  Marching in the parade, or  hosting an informational table or performing are some fun ideas,    Thank you,  Adele Riley Sponsored by \"Out of The Mouths of Babes\" Independent Public Access Tv, Bronxnet and Family Fellowship Youth/Young Adult Group 347-340-7307 sureyuright@aol.com ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=Swank Deco Fashion Show Detroit Vendor & Sponsor Registration\n",
"\n",
"queries=['vendor events']\n",
"\n",
"predicted_tags=['fashion show', 'vendor events', 'vendors needed']\n",
"\n",
"body= 06.30.2018 JOIN US IN 2018 SWANK DECO DETROIT For inquiries please email: Swankdecomiami@gmail.com Www.swankdeco.com # Michigan  #fashion   #runway   #model   #designer   # Detroit ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=Marlon wayans All white yacht party Music by DJ HOTROD \n",
"\n",
"queries=['white party']\n",
"\n",
"predicted_tags=['boat party']\n",
"\n",
"body= FRIDAY JULY 27th \r",
" MARLON WAYANS \r",
" ANNUAL ALL WHITE \r",
" YACHT PARTY \r",
" BOARDING : 11:00pm \r",
" SAIL : 11:45 SAIL \r",
" \r",
" BIRTHDAY PACKAGE :: $500 \r",
" 2 BOTTLES OF CHOICE \r",
" CIROC GOOSE HENNY ROSE PATRON \r",
" TICKETS NOT INCLUDED \r",
" \r",
" @ CABANA YACHT NYC \r",
" FOR TABLE SERVICE \r",
" 7183009647 ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=A Sexy Memorial Day Party!!!\n",
"\n",
"queries=['day party', 'memorial day', 'memorial day weekend', 'sex']\n",
"\n",
"predicted_tags=['lgbt', 'memorial day', 'memorial day weekend', 'memorial day weekend events', 'singles party']\n",
"\n",
"body= The  Private Poly Play Party  is a weekly private event at the Chicago Rose. We are a sexy social club for anyone with an alternative lifestyle or a desire to get wild in a judgement-free space.  You’ll come for the kink and keep coming back for the conversations! We offer an open bar, sexy party games, an in-house Dominatrix (Mistress Mimic), free STD testing, free condoms and lube, BDSM equipment and furniture, and a welcoming atmosphere! We are very LGBT+ friendly and we don’t kinkshame!  ALL  folks are welcome, regardless of identity, experience in the BDSM world, or lifestyle. We have informal classes and learning moments all night long from staff and guests alike, making it perfect for folks new to kink or more experienced kinksters looking to share their knowledge. For three years, we have fostered a community with these parties; chill, nonjudgemental, and deliciously hedonistic! Rules: 1. No taking pictures or videos inside the dungeon. 2. You must get verbal consent before touching someone. 3. Respect people’s personal space. 4. You must get verbal consent before any play. Directions: The Chicago Rose is located just north of Clark and Devon. It is conveniently located near the #22, #36, and #151 bus lines.  We also have FREE PARKING  in the lot labeled “Visitor Parking”! The entrance is at the back of the building near the Visitor Parking. Follow the  Pride flag and string of blue lights  down the outside stairs to the red basement door labeled “Chicago Rose Enter”.  Admission (does not include tips for bartender): $40 for Single Men $20 for Single Women $20 for Trans/GN/CD $40 for All Couples First 5 Single Women and Trans get in for free! ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=Stunning Succulents\n",
"\n",
"queries=['mothers day']\n",
"\n",
"predicted_tags=[]\n",
"\n",
"body= STUNNING SUCCULENTS Come join the team at Cursive as we teach an introduction to succulent arranging. We will work with you to create your own unique arrangement. You’ll learn tips and techniques to make this water-wise creation, with lots of hands-on help. It will be a fun workshop learning about succulents and getting your hands dirty! You'll leave with your own potted arrangement!  You will learn how to: Choose your container wisely Use the best soil and amendments Make the best plant selection Prep your container Utilize the best planting essentials Apply advanced planting techniques Arrange a container garden Water properly and care for your new arrangement   Sips and Snacks will be served!   ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=Columbia! Join us for our Taste of France Food and Wine Tour 2019\n",
"\n",
"queries=['cooking class']\n",
"\n",
"predicted_tags=['wine', 'wine tasting', 'wine tasting events']\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"body= Triple M takes you for an exclusive trip, part of our Food Wines limited edition Tours. From Paris to Nice let us make you discover wonderful regions of France known for their unforgettable landscapes, People, History, Castles, Food and Wines. After visiting Paris like a Parisian, it’s diversity in food and wines. Discover the beautiful Burgundy (Bourgogne), the Rhone Valley, Provence and foothills of the Alps, La Cote d’Azur with Cannes and Nice as jewels. This limited edition includes, all nights in 4-5 stars Hotels and/or from “Relais Chateaux”, all 11 Breakfasts, 4 lunches and 7 dinners. Also 2 cooking classes, Multiple wine tasting/pairing classes, multiple visits and samplings of what best food wine these regions have to offer, and much more. PLEASE NOTE: THE TICKET YOU BUY $200 ON EVENTBRITE IS JUST A \"HOLD MY SPOT TICKET\" AND IS NOT THE TOTAL PRICE OF THE TOUR. Price based on double occupation is from $3699USD. Visit www.triplemtours.ca/food-and-wine for details. The price includes the following: Meals: 11 Breakfasts, 4 Lunches, 7 Dinners Transfers from airports and hotels or train stations and hotels. Transit tickets for 2 days in Paris with no limitations Access and guided visit of the Louvre Access to the Eiffel Tower’s 2nd floor Guided visits by professional in English of Vence, Nice, Nimes, Arles, Avignon Guided Visit and lunch in Manades Cavallini River boat cruise tickets for the dinner on the Seine, and double-decker Night tour of Paris Guided visit and one day ticket hop on – hop off in Monaco Transfer by coach buses to different locations TGV train tickets and reservations if necessary   The price does not include: Airfare before beginning and end of the Tour. Alcohol when no part of a sampling or event Personal purchases Snacks and beverages when a meal is not provided. ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n",
"title=SAN FERNANDO VALLEY / LOS ANGELES JOB FAIR & CAREER FAIR March 14, 2019\n",
"\n",
"queries=['job fair']\n",
"\n",
"predicted_tags=['job fair']\n",
"\n",
"body= Meet, Sit-down and Interview with Multiple Fortune 500 Companies... San Fernando Valley  / Woodland Hills Los Angeles Job Fair Sales / Professional Career Fair: Thursday, March 14, 2019 * 11:30 AM to 1:30 PM in Woodland Hills. Don't miss your opportunity to interview with Nationally Known Corporations from a wide range of industries at The 19th Annual San Fernando Career Fair - Sales and Professional Job Fairs Entry-Level to Mid-Level positions, Immediate Starting Packages from $42k to $100k+ , Excellent Benefits. Bring plenty of resumes and professional dress is required (business suit). No pre-registration needed. Hiring Managers and Corporate Recruiters will be conducting first-round interviews for various positions in a wide range of industries. Industries represented at our Career Fairs: Sales, Inside Sales, Outside Sales, Retail,  Pharmaceutical Sales,  Financial Advisors, B2B Sales, Customer Service, Business to Business Sales, Healthcare Sales, Industrial Sales, Consulting, Customer Service, Security Sales, Recruiting, Insurance Sales, Retail, Telecommunications Sales, Solar, Marketing, Entry-level Management, Medical Device Sales and more ____________________________________________________________________ 20th ANNUAL SAN FERNANDO VALLEY CAREER FAIR SALES PROFESSIONAL JOB FAIR Thursday March 14, 2019 @ 11:30 AM to 1:30 PM   Hilton Hotel - Woodland Hills - Los Angeles 6360 Canoga Ave Woodland Hills, CA 91367 *Map on eventbrite may not be correct ** EMPLOYERS:  Please Contact us for  Best Rates / DCG Career Fairs *Bring your Eventbrite Ticket for Priority Entry ___________________________________________________________________ Benefit packages vary by company, most include a combination of the following : Salaried Positions Base Salary + Positions Bonuses Commission Car or Car Allowance Cell/Laptop Full Medical/Dental/Vision Life Insurance Paid Holidays Expense Account Complete Corporate Training College Tuition Reimbursement Management Training Rapid Career Advancement *Free Attendance for Candidates - Open to all candidates! ** Be p repared to interview with hiring managers and recruiters, Professional Dress (suit tie or business suit) required. Bring plenty of resumes. **Be prepared to interview with hiring managers and recruiters, Professional Dress (suit tie or business suit) required. Bring plenty of resumes. EMPLOYERS: Hundreds of The Valley's Area's Best and Most Qualified Candidates Attend This Career Fair Every Year. Please contact us for Special Discount Rates to participate. www.diversitycareergroup.com or Request Employer Pricing Information Hiring words from past events: Accommodations, Accounting, Advertising, Aerospace, Agriculture Agribusiness, Air Transportation, Apparel Accessories, Auto, Banking, Beauty Cosmetics, Biotechnology, Chemical, Communications, Computer, Construction, Consulting, Consumer Products, Education, Electronics, Employment, Energy, Entertainment Recreation, Fashion, Financial Services, Food Beverage, Green Technology, Health, Information, Information Technology, Insurance, Legal Services, Manufacturing, Media Broadcasting, Medical Devices Supplies, Pharmaceutical, Public Administration, Public Relations, Publishing, Real Estate, Retail, Service, Sports, Technology, Telecommunications, Tourism, Transportation, Travel, Utilities, Video Game, Web Services Key Words: Account Executive, Sales Representative, Account Manager, B2B, retail sales, furniture, sales, financial services, customer service, Business Development Manager, Sales Manager, Financial Services, Insurance, Telecommunications, Pharmaceutical, Hospital Representative, Medical, Marketing, Advertising, Healthcare, office equipment, Telecom, Information Technology, Software, Security Services, Advertising, Payroll, Sales Management, Sales Trainee, Management Trainee, At home sales, cold calling, telemarketer, telemarketing, financial advisor, insurance sales, outside sales, outside sales representative, sales executive, salesman, salesperson, sales women, marketing ...\n",
"\n",
"---------------------------------------------------------------------\n",
"\n"
]
}
],
"source": [
"def sample(i, limit):\n",
" title = titles_test.iloc[i]\n",
" body = bodies_test.iloc[i].replace('\\n',' ') + \"...\"\n",
"\n",
" title_counter = title_processor.named_steps['vect']\n",
" num_title_features = len(title_counter.vocabulary_)\n",
" title_tokens = list(title_counter.inverse_transform(X_test[i,:num_title_features])[0])\n",
"\n",
" body_counter = body_processor.named_steps['vect']\n",
" body_tokens = list(body_counter.inverse_transform(X_test[i,num_title_features:])[0])\n",
"\n",
" tag_vect = y_test.iloc[i]\n",
" queries = list(event_labels.columns[np.where(tag_vect)[0]])\n",
" \n",
" predicted_tag_vect = model.predict(X_test[i])>limit\n",
" predicted_tags = list(event_labels.columns[predicted_tag_vect[0]])\n",
" #TODO print out values associated w/ predictions\n",
" \n",
" output = dict(\n",
" title=title, \n",
" queries=queries,\n",
" predicted_tags=predicted_tags,\n",
" body=body, \n",
" )\n",
" \n",
" return output\n",
"\n",
"limit = 0.6\n",
"\n",
"for i in range(100):\n",
" output = sample(i, limit)\n",
" \n",
" for k,v in output.items():\n",
" print('{}={}'.format(k,v))\n",
" print()\n",
" print('---------------------------------------------------------------------\\n')"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.6.5"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
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