finbert-stock-prediction-main.ipynb

{"metadata":{"kernelspec":{"language":"python","display_name":"Python 3","name":"python3"},"language_info":{"name":"python","version":"3.10.13","mimetype":"text/x-python","codemirror_mode":{"name":"ipython","version":3},"pygments_lexer":"ipython3","nbconvert_exporter":"python","file_extension":".py"},"kaggle":{"accelerator":"gpu","dataSources":[{"sourceId":8979435,"sourceType":"datasetVersion","datasetId":5406969}],"dockerImageVersionId":30747,"isInternetEnabled":true,"language":"python","sourceType":"notebook","isGpuEnabled":true}},"nbformat_minor":4,"nbformat":4,"cells":[{"cell_type":"code","source":"# This Python 3 environment comes with many helpful analytics libraries installed\n# It is defined by the kaggle/python Docker image: https://github.com/kaggle/docker-python\n# For example, here's several helpful packages to load\n\nimport numpy as np # linear algebra\nimport pandas as pd # data processing, CSV file I/O (e.g. pd.read_csv)\n\n# Input data files are available in the read-only \"../input/\" directory\n# For example, running this (by clicking run or pressing Shift+Enter) will list all files under the input directory\n\nimport os\nfor dirname, _, filenames in os.walk('/kaggle/input'):\n    for filename in filenames:\n        print(os.path.join(dirname, filename))\n\n# You can write up to 20GB to the current directory (/kaggle/working/) that gets preserved as output when you create a version using \"Save & Run All\" \n# You can also write temporary files to /kaggle/temp/, but they won't be saved outside of the current session","metadata":{"_uuid":"8f2839f25d086af736a60e9eeb907d3b93b6e0e5","_cell_guid":"b1076dfc-b9ad-4769-8c92-a6c4dae69d19","trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"!pip install transformers torch accelerate scikit-learn faiss-cpu","metadata":{"execution":{"iopub.status.busy":"2024-07-31T20:02:25.284095Z","iopub.execute_input":"2024-07-31T20:02:25.284674Z","iopub.status.idle":"2024-07-31T20:02:40.171185Z","shell.execute_reply.started":"2024-07-31T20:02:25.284616Z","shell.execute_reply":"2024-07-31T20:02:40.170236Z"},"trusted":true},"execution_count":1,"outputs":[{"name":"stdout","text":"Requirement already satisfied: transformers in /opt/conda/lib/python3.10/site-packages (4.42.3)\nRequirement already satisfied: torch in /opt/conda/lib/python3.10/site-packages (2.1.2)\nRequirement already satisfied: accelerate in /opt/conda/lib/python3.10/site-packages (0.32.1)\nRequirement already satisfied: scikit-learn in /opt/conda/lib/python3.10/site-packages (1.2.2)\nCollecting faiss-cpu\n  Downloading faiss_cpu-1.8.0.post1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (3.7 kB)\nRequirement already satisfied: filelock in /opt/conda/lib/python3.10/site-packages (from transformers) (3.13.1)\nRequirement already satisfied: huggingface-hub<1.0,>=0.23.2 in /opt/conda/lib/python3.10/site-packages (from transformers) (0.23.4)\nRequirement already satisfied: numpy<2.0,>=1.17 in /opt/conda/lib/python3.10/site-packages (from transformers) (1.26.4)\nRequirement already satisfied: packaging>=20.0 in /opt/conda/lib/python3.10/site-packages (from transformers) (21.3)\nRequirement already satisfied: pyyaml>=5.1 in /opt/conda/lib/python3.10/site-packages (from transformers) (6.0.1)\nRequirement already satisfied: regex!=2019.12.17 in /opt/conda/lib/python3.10/site-packages (from transformers) (2023.12.25)\nRequirement already satisfied: requests in /opt/conda/lib/python3.10/site-packages (from transformers) (2.32.3)\nRequirement already satisfied: safetensors>=0.4.1 in /opt/conda/lib/python3.10/site-packages (from transformers) (0.4.3)\nRequirement already satisfied: tokenizers<0.20,>=0.19 in /opt/conda/lib/python3.10/site-packages (from transformers) (0.19.1)\nRequirement already satisfied: tqdm>=4.27 in /opt/conda/lib/python3.10/site-packages (from transformers) (4.66.4)\nRequirement already satisfied: typing-extensions in /opt/conda/lib/python3.10/site-packages (from torch) (4.9.0)\nRequirement already satisfied: sympy in /opt/conda/lib/python3.10/site-packages (from torch) (1.13.0)\nRequirement already satisfied: networkx in /opt/conda/lib/python3.10/site-packages (from torch) (3.2.1)\nRequirement already satisfied: jinja2 in /opt/conda/lib/python3.10/site-packages (from torch) (3.1.2)\nRequirement already satisfied: fsspec in /opt/conda/lib/python3.10/site-packages (from torch) (2024.5.0)\nRequirement already satisfied: psutil in /opt/conda/lib/python3.10/site-packages (from accelerate) (5.9.3)\nRequirement already satisfied: scipy>=1.3.2 in /opt/conda/lib/python3.10/site-packages (from scikit-learn) (1.11.4)\nRequirement already satisfied: joblib>=1.1.1 in /opt/conda/lib/python3.10/site-packages (from scikit-learn) (1.4.2)\nRequirement already satisfied: threadpoolctl>=2.0.0 in /opt/conda/lib/python3.10/site-packages (from scikit-learn) (3.2.0)\nRequirement already satisfied: pyparsing!=3.0.5,>=2.0.2 in /opt/conda/lib/python3.10/site-packages (from packaging>=20.0->transformers) (3.1.1)\nRequirement already satisfied: MarkupSafe>=2.0 in /opt/conda/lib/python3.10/site-packages (from jinja2->torch) (2.1.3)\nRequirement already satisfied: charset-normalizer<4,>=2 in /opt/conda/lib/python3.10/site-packages (from requests->transformers) (3.3.2)\nRequirement already satisfied: idna<4,>=2.5 in /opt/conda/lib/python3.10/site-packages (from requests->transformers) (3.6)\nRequirement already satisfied: urllib3<3,>=1.21.1 in /opt/conda/lib/python3.10/site-packages (from requests->transformers) (1.26.18)\nRequirement already satisfied: certifi>=2017.4.17 in /opt/conda/lib/python3.10/site-packages (from requests->transformers) (2024.7.4)\nRequirement already satisfied: mpmath<1.4,>=1.1.0 in /opt/conda/lib/python3.10/site-packages (from sympy->torch) (1.3.0)\nDownloading faiss_cpu-1.8.0.post1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (27.0 MB)\n\u001b[2K   \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m27.0/27.0 MB\u001b[0m \u001b[31m54.4 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m:00:01\u001b[0m00:01\u001b[0m\n\u001b[?25hInstalling collected packages: faiss-cpu\nSuccessfully installed faiss-cpu-1.8.0.post1\n","output_type":"stream"}]},{"cell_type":"code","source":"# Prepare stock price history data\nimport json\nimport os\n\n# Path to your folder containing .jsonl files\nfolder_path = r\"/kaggle/input/finbert-data/stock_data/stock_data\"\n\n# Initialize an empty list to store the dictionaries from all files\nstock_price_history_data_list = []\n\n# Iterate over each file in the folder\nfor filename in os.listdir(folder_path):\n    if filename.endswith('.jsonl'):\n        file_path = os.path.join(folder_path, filename)\n\n        # Open and read each file\n        with open(file_path, 'r') as file:\n            for line in file:\n                # Convert each line into a dictionary and append to the list\n                stock_price_history_data_list.append(json.loads(line))\n\nstock_price_history_data = {}","metadata":{"execution":{"iopub.status.busy":"2024-07-31T20:02:42.245855Z","iopub.execute_input":"2024-07-31T20:02:42.246215Z","iopub.status.idle":"2024-07-31T20:02:49.083860Z","shell.execute_reply.started":"2024-07-31T20:02:42.246182Z","shell.execute_reply":"2024-07-31T20:02:49.082998Z"},"trusted":true},"execution_count":2,"outputs":[]},{"cell_type":"code","source":"stock_price_history_data_list[0]","metadata":{"execution":{"iopub.status.busy":"2024-07-31T20:02:51.631968Z","iopub.execute_input":"2024-07-31T20:02:51.632596Z","iopub.status.idle":"2024-07-31T20:02:51.639763Z","shell.execute_reply.started":"2024-07-31T20:02:51.632567Z","shell.execute_reply":"2024-07-31T20:02:51.638916Z"},"trusted":true},"execution_count":3,"outputs":[{"execution_count":3,"output_type":"execute_result","data":{"text/plain":"{'stock': 'JAZZ',\n 'month_year': '2018-12',\n 'this_month_vw': 134.8922,\n 'next_month_vw': 127.5001,\n 'percentage_change': -0.054800055155153515}"},"metadata":{}}]},{"cell_type":"code","source":"for entry in stock_price_history_data_list:\n    if entry['stock'] not in stock_price_history_data:\n        stock_price_history_data[entry['stock']]={}\n    stock_price_history_data[entry['stock']][entry['month_year']] = {\n        'this_month_vw': entry['this_month_vw'],\n        'next_month_vw': entry['next_month_vw'],\n        'percentage_change': entry['percentage_change'],\n    }\n    ","metadata":{"execution":{"iopub.status.busy":"2024-07-31T20:02:52.793151Z","iopub.execute_input":"2024-07-31T20:02:52.793995Z","iopub.status.idle":"2024-07-31T20:02:52.818256Z","shell.execute_reply.started":"2024-07-31T20:02:52.793965Z","shell.execute_reply":"2024-07-31T20:02:52.817237Z"},"trusted":true},"execution_count":4,"outputs":[]},{"cell_type":"code","source":"count=0\nfor i,j in stock_price_history_data.items():\n    if count>=1:\n        break\n    print(i,j)\n    count+=1\n    ","metadata":{"execution":{"iopub.status.busy":"2024-07-31T20:02:53.984970Z","iopub.execute_input":"2024-07-31T20:02:53.985698Z","iopub.status.idle":"2024-07-31T20:02:53.990802Z","shell.execute_reply.started":"2024-07-31T20:02:53.985668Z","shell.execute_reply":"2024-07-31T20:02:53.989872Z"},"trusted":true},"execution_count":5,"outputs":[{"name":"stdout","text":"JAZZ {'2018-12': {'this_month_vw': 134.8922, 'next_month_vw': 127.5001, 'percentage_change': -0.054800055155153515}, '2019-02': {'this_month_vw': 128.7622, 'next_month_vw': 136.0457, 'percentage_change': 0.05656551379209118}, '2019-03': {'this_month_vw': 136.0457, 'next_month_vw': 135.2985, 'percentage_change': -0.005492272082101975}, '2019-04': {'this_month_vw': 135.2985, 'next_month_vw': 135.3316, 'percentage_change': 0.00024464424956683765}, '2019-05': {'this_month_vw': 135.3316, 'next_month_vw': 132.4349, 'percentage_change': -0.02140446133792854}, '2019-08': {'this_month_vw': 133.536, 'next_month_vw': 129.3078, 'percentage_change': -0.03166337167505403}, '2019-10': {'this_month_vw': 121.7081, 'next_month_vw': 137.2586, 'percentage_change': 0.12776881735891038}, '2019-12': {'this_month_vw': 149.6494, 'next_month_vw': 147.3195, 'percentage_change': -0.015569056741958263}, '2020-02': {'this_month_vw': 130.1444, 'next_month_vw': 108.477, 'percentage_change': -0.16648737863480864}, '2020-03': {'this_month_vw': 108.477, 'next_month_vw': 106.5429, 'percentage_change': -0.017829585995187927}, '2020-04': {'this_month_vw': 106.5429, 'next_month_vw': 112.7049, 'percentage_change': 0.05783585766860102}, '2020-05': {'this_month_vw': 112.7049, 'next_month_vw': 111.5611, 'percentage_change': -0.010148627078325777}}\n","output_type":"stream"}]},{"cell_type":"code","source":"\nfile_path = r'/kaggle/input/finbert-data/Final_data'\n\n# Initialize an empty list to store the dictionaries\ntraining_data_list = []\n\n# Open the file and read line by line\nwith open(file_path, 'r') as file:\n    for line in file:\n        # Convert each line into a dictionary and append to the list\n        training_data_list.append(json.loads(line))\n\ntraining_data = {}\n\nfor entry in training_data_list:\n    if entry['stock'] not in training_data:\n        training_data[entry['stock']] = {}\n    training_data[entry['stock']][entry['month_year']] = entry['data']","metadata":{"execution":{"iopub.status.busy":"2024-07-31T20:02:57.504064Z","iopub.execute_input":"2024-07-31T20:02:57.504660Z","iopub.status.idle":"2024-07-31T20:02:58.188560Z","shell.execute_reply.started":"2024-07-31T20:02:57.504615Z","shell.execute_reply":"2024-07-31T20:02:58.187800Z"},"trusted":true},"execution_count":6,"outputs":[]},{"cell_type":"code","source":"training_data['TSLA']","metadata":{"execution":{"iopub.status.busy":"2024-07-31T20:02:58.555151Z","iopub.execute_input":"2024-07-31T20:02:58.555507Z","iopub.status.idle":"2024-07-31T20:02:58.727619Z","shell.execute_reply.started":"2024-07-31T20:02:58.555477Z","shell.execute_reply":"2024-07-31T20:02:58.726706Z"},"collapsed":true,"jupyter":{"outputs_hidden":true},"trusted":true},"execution_count":7,"outputs":[{"execution_count":7,"output_type":"execute_result","data":{"text/plain":"{'2019-07': [{'title': \"Today's Pickup: Shale Gas Production Might Have Dark Days Ahead\",\n   'date': '2019-07-31 16:32:00+00:00'},\n  {'title': \"'Elon Musk Tweeting on Tesla Production Raises Questions on SEC Deal' -Bloomberg; Note: Article References Solar Roofs Not Cars\",\n   'date': '2019-07-30 18:04:00+00:00'},\n  {'title': 'Tesla Option Alert: Fri $250 Calls Sweep (3) near the Ask: 500 @ $0.82 vs 7656 OI; Ref=$239.92',\n   'date': '2019-07-30 17:17:00+00:00'},\n  {'title': \"A Look At Benzinga Pro's Most-Searched Tickers For July 30, 2019\",\n   'date': '2019-07-30 17:13:00+00:00'},\n  {'title': \"Benzinga Pro's Top 10 Most-Searched Tickers For Morning of Tuesday., July 30, 2019\",\n   'date': '2019-07-30 15:33:00+00:00'},\n  {'title': 'Tesla Option Alert: Fri $250 Calls at the Ask: 986 @ $0.761 vs 7656 OI; Ref=$238.135',\n   'date': '2019-07-30 14:28:00+00:00'},\n  {'title': \"'Tesla Model 3 adds another 5-star safety rating to its collection' -Electrek\",\n   'date': '2019-07-30 12:45:00+00:00'},\n  {'title': \"'Tesla to Pay China $323 Million a Year in Tax for Factory Site' -Bloomberg Article Late Monday\",\n   'date': '2019-07-30 12:45:00+00:00'},\n  {'title': 'Weekly Top 10: Some Big Bearish Bets In The Options Market',\n   'date': '2019-07-29 14:55:00+00:00'},\n  {'title': 'Tesla Option Alert: Fri $240 Calls Sweep (4) near the Ask: 958 @ $1.2 vs 3492 OI; Ref=$229.64',\n   'date': '2019-07-29 13:51:00+00:00'},\n  {'title': \"CNBC's Jim Cramer Calls Beyond Meat Founder, Pres, CEO Ethan Brown 'The Elon Musk Of Meat'\",\n   'date': '2019-07-29 13:35:00+00:00'},\n  {'title': 'Dan Nathan Gives An Update On His Tesla Trade',\n   'date': '2019-07-28 22:04:00+00:00'},\n  {'title': '@elonmusk Tweet Ability to stream YouTube & Netflix when car is stopped coming to your Tesla soon! Has an amazingly immersive, cinematic feel due to the comfy seats & surround sound audio.',\n   'date': '2019-07-28 12:18:00+00:00'},\n  {'title': 'Tesla Analyst: Q2 Print Was Disastrous',\n   'date': '2019-07-27 19:08:00+00:00'},\n  {'title': \"Beyond Meat Shorts Take Another $100M Hit On Dunkin' Partnership\",\n   'date': '2019-07-26 18:42:00+00:00'},\n  {'title': \"Tesla's Chart Looks Horrible\",\n   'date': '2019-07-26 17:47:00+00:00'},\n  {'title': 'UPDATE: Cox Auto Sees Jul. Auto Sales 1.38M, Up 0.5% Year Over Year',\n   'date': '2019-07-26 17:15:00+00:00'},\n  {'title': \"Cox Auto Sees Jul. US Auto Sales 'slightly higher than year-ago levels, but down from a surprisingly strong June'\",\n   'date': '2019-07-26 17:14:00+00:00'},\n  {'title': \"Today's Pickup: Omnitracs To Collaborate With Cummins On Remote Software Solution\",\n   'date': '2019-07-26 15:52:00+00:00'},\n  {'title': \"A Look At Benzinga Pro's Most-Searched Tickers For July 26, 2019\",\n   'date': '2019-07-26 15:13:00+00:00'},\n  {'title': 'Tesla Short Sellers Bank $1.5B On Earnings Miss',\n   'date': '2019-07-26 14:45:00+00:00'},\n  {'title': \"Benzinga Pro's Top 10 Most-Searched Tickers For Morning of Friday, July 26, 2019\",\n   'date': '2019-07-26 14:10:00+00:00'},\n  {'title': \"'Tesla adds roadside assistance integration to mobile app' -Electrek\",\n   'date': '2019-07-26 13:01:00+00:00'},\n  {'title': '64 Biggest Movers From Yesterday',\n   'date': '2019-07-26 08:36:00+00:00'},\n  {'title': \"Trader Idea Feed: 'Tesla needs to generate at least $1.4B in automotive gross margin to break even on a GAAP basis. They generated $1.0B on 95,200 deliveries. Do the math. It is a structurally bankrupt company that will shrink in Q3...' -Tweet\",\n   'date': '2019-07-25 17:31:00+00:00'},\n  {'title': \"Trader Idea Feed: 'Tesla numbers are ok.  The margin issue is clearly from the sale of old model S that they discounted as its old technology. They got them off the books. Best cash position in Tesla's history...' @GerberKawasaki Via Twitter\",\n   'date': '2019-07-25 17:30:00+00:00'},\n  {'title': \"50 Stocks Moving In Thursday's Mid-Day Session\",\n   'date': '2019-07-25 17:22:00+00:00'},\n  {'title': \"UPDATE: CFRA's Nelson Tells Benzinga Tesla Earnings Release 'Raises Larger Questions Regarding Their Path To Profitability'\",\n   'date': '2019-07-25 16:59:00+00:00'},\n  {'title': \"CFRA Research Analyst Garrett Nelson Tells Benzinga 'Exodus Of [Tesla] Senior Mgmt. Continues, Which We View As A Red Flag, As The Talent Departures Could Challenge The Co.'s Ability To Meet Its Operational Goals'\",\n   'date': '2019-07-25 16:59:00+00:00'},\n  {'title': 'CFRA Research Earlier Downgraded Tesla From Sell To Strong Sell, Cut Price Target From $150 To $135',\n   'date': '2019-07-25 16:46:00+00:00'},\n  {'title': \"'Concerning Trend': Wall Street Weighs In On Tesla's Q2 Earnings\",\n   'date': '2019-07-25 15:52:00+00:00'},\n  {'title': 'ECB Chimes In: Hints Of Rate Cut Could Support Ahead Of Amazon, Alphabet',\n   'date': '2019-07-25 15:10:00+00:00'},\n  {'title': 'Tesla Co-Founder JB Straubel Is The Latest Executive To Depart',\n   'date': '2019-07-25 14:51:00+00:00'},\n  {'title': \"Baird On Tesla Also Notes 'JB Straubel's announced transition to a senior advisor role may be an area of focus; we view the succession plan favorably, though Mr. Straubel's contribution will be missed'\",\n   'date': '2019-07-25 14:29:00+00:00'},\n  {'title': \"Baird Reiterates Outperform On Tesla As Firm Notes 'Headline cash balance ($5B) and cash generation ($614M) numbers were extremely favorable, in our view, and should support future growth investments'\",\n   'date': '2019-07-25 14:29:00+00:00'},\n  {'title': \"Benzinga Pro's Top 10 Most-Searched Tickers For Morning of Thursday., July 25, 2019\",\n   'date': '2019-07-25 14:29:00+00:00'},\n  {'title': 'Tesla Option Alert: Jan, 2021 $690 Calls Sweep (3) near the Ask: 880 @ $0.85 vs 7944 OI; Ref=$229.88',\n   'date': '2019-07-25 14:28:00+00:00'},\n  {'title': \"Needham Maintains Underperform On Tesla As Firm Is Cautious On Co's Ability To Fulfill '360-400k FY19 delivery target', 'Q/Q delivery growth in 3Q & 4Q', 'break even in Q3 and turn a profit in Q4' As 'the ramp requires a significant snapback in 2H19'\",\n   'date': '2019-07-25 14:10:00+00:00'},\n  {'title': 'Tesla Stock Drops On Q2 Losses',\n   'date': '2019-07-25 14:00:00+00:00'},\n  {'title': \"UPDATE: Nomura Maintains Neutral On Tesla, Lowers Target To $270 As Firm Notes 'Overall, we doubt this quarter will inspire enough confidence to get the stock working'\",\n   'date': '2019-07-25 13:54:00+00:00'},\n  {'title': \"Morgan Stanley Maintains Equal-Weight On Tesla, Maintains $230 Target; Notes 5 Key Thoughts Following Earnings Call, Including Firm's Belief That JB Straubel Giving Up CTO Role 'may be the biggest news of the quarter'\",\n   'date': '2019-07-25 13:45:00+00:00'},\n  {'title': \"'Tesla co-founder and CTO JB Straubel stepping down' -TechCrunch Article From Late Wed.\",\n   'date': '2019-07-25 13:30:00+00:00'},\n  {'title': '10 Biggest Price Target Changes For Thursday',\n   'date': '2019-07-25 13:29:00+00:00'},\n  {'title': 'Tesla Inc shares are trading lower after the company reported worse-than-expected Q2 EPS and sales results.',\n   'date': '2019-07-25 12:44:00+00:00'},\n  {'title': 'How This Investor Passed On 100,000% Returns',\n   'date': '2019-07-25 12:27:00+00:00'},\n  {'title': 'Barclays Reiterates Underweight on Tesla, Maintains $150 Price Target',\n   'date': '2019-07-25 11:33:00+00:00'},\n  {'title': 'Canaccord Genuity Maintains Buy on Tesla, Lowers Price Target to $350',\n   'date': '2019-07-25 11:32:00+00:00'},\n  {'title': \"25 Stocks Moving In Thursday's Pre-Market Session\",\n   'date': '2019-07-25 11:28:00+00:00'},\n  {'title': 'Nomura Maintains Neutral on Tesla, Lowers Price Target to $270',\n   'date': '2019-07-25 10:58:00+00:00'},\n  {'title': 'A Peek Into The Markets: US Stock Futures Mixed Ahead Of Earnings',\n   'date': '2019-07-25 10:07:00+00:00'},\n  {'title': '12 Stocks To Watch For July 25, 2019',\n   'date': '2019-07-25 08:36:00+00:00'},\n  {'title': 'Tesla CEO Musk on Conf Call Says Co Should Be Breakeven on Profit This Quarter and Profitable Next Quarter',\n   'date': '2019-07-24 22:44:00+00:00'},\n  {'title': \"6 Stocks Moving In Wednesday's After-Hours Session\",\n   'date': '2019-07-24 21:03:00+00:00'},\n  {'title': 'Tesla Falls After Q2 Earnings Miss',\n   'date': '2019-07-24 20:54:00+00:00'},\n  {'title': 'Tesla shares are trading lower after the company reported worse-than-expected Q2 EPS and sales results.',\n   'date': '2019-07-24 20:54:00+00:00'},\n  {'title': 'Tesla Sees FY19 Capex $1.5B-$2B',\n   'date': '2019-07-24 20:51:00+00:00'},\n  {'title': 'Tesla Reaffirms FY19 Deliveries Guidance 360K-400K Units',\n   'date': '2019-07-24 20:51:00+00:00'},\n  {'title': 'Tesla Says Remains On Track To Launch Local Production Of Model 3 In China By End Of Year, Model Y In Fremont By Fall 2020, Accelerating European Gigafactory Efforts',\n   'date': '2019-07-24 20:50:00+00:00'},\n  {'title': 'Tesla Q2 Generated $614M In Free Cash Flow',\n   'date': '2019-07-24 20:49:00+00:00'},\n  {'title': 'Tesla Q2 Deliveries 95,356 Vehicles, Production 87,048 Units',\n   'date': '2019-07-24 20:49:00+00:00'},\n  {'title': 'Tesla Q2 Update Full Press Release',\n   'date': '2019-07-24 20:48:00+00:00'},\n  {'title': 'Tesla Qtr. Cash, Cash Equivalents $5B',\n   'date': '2019-07-24 20:48:00+00:00'},\n  {'title': 'Tesla Q2 Adj. EPS $(1.12) Misses $(0.48) Estimate, Sales $6.35B Miss $6.43B Estimate',\n   'date': '2019-07-24 20:47:00+00:00'},\n  {'title': 'Tesla Says Is On Track To Launch Gigafactory Shanghai By End Of 2019, Model Y By Fall 2020',\n   'date': '2019-07-24 20:47:00+00:00'},\n  {'title': 'Hyperloop Test Pod Breaks Speed Record And Wins The Annual Hyperloop Pod Competition',\n   'date': '2019-07-24 19:23:00+00:00'},\n  {'title': 'Weak Boeing, Caterpillar Q2, Rate Pressure On Banks, All Weigh',\n   'date': '2019-07-24 14:36:00+00:00'},\n  {'title': 'Ahead Of Earnings, Analysts Are Divided On Tesla',\n   'date': '2019-07-24 14:30:00+00:00'},\n  {'title': 'Tesla Gets Ready To Report After Upside Surprise On Q2 Vehicle Deliveries',\n   'date': '2019-07-24 13:38:00+00:00'},\n  {'title': '14 Stocks To Watch For July 24, 2019',\n   'date': '2019-07-24 08:53:00+00:00'},\n  {'title': 'Earnings Scheduled For July 24, 2019',\n   'date': '2019-07-24 08:00:00+00:00'},\n  {'title': \"'Tesla Faces Eroding Sales of Higher-End Vehicles Amid Model 3 Gains' -Dow Jones\",\n   'date': '2019-07-23 18:34:00+00:00'},\n  {'title': \"'New York Pressures Tesla to Open Up Supercharger Network' -Electrek\",\n   'date': '2019-07-23 12:02:00+00:00'},\n  {'title': '8 Of The Best Investments For Boomers Concerned About Retirement',\n   'date': '2019-07-22 14:30:00+00:00'},\n  {'title': \"Tesla Drops Restraint Request Against Short Seller 'Skabooshka'\",\n   'date': '2019-07-22 14:23:00+00:00'},\n  {'title': 'Key Earnings Week As Amazon, Boeing, Alphabet, Facebook Results All Expected',\n   'date': '2019-07-22 14:03:00+00:00'},\n  {'title': 'Roth Capital Downgrades Tesla to Neutral',\n   'date': '2019-07-22 12:21:00+00:00'},\n  {'title': 'Tesla Drops Case Against Supposedly Dangerous Short-Seller After Being Asked to Show Evidence',\n   'date': '2019-07-22 10:22:00+00:00'},\n  {'title': \"'Tesla Model 3 production at Gigafactory 3 to start in November, says Morgan Stanley' -electrek\",\n   'date': '2019-07-17 16:40:00+00:00'},\n  {'title': 'Stock Wars: GM Vs. Ford Vs. Tesla Vs. Toyota',\n   'date': '2019-07-17 12:19:00+00:00'},\n  {'title': \"'Cost of Tesla full self-driving option increasing by ~$1000 on August 16' -Elon Musk\",\n   'date': '2019-07-16 16:53:00+00:00'},\n  {'title': 'Tesla Tweaks Pricing Across All Models',\n   'date': '2019-07-16 15:14:00+00:00'},\n  {'title': \"Trader Idea Feed: 'Tesla shares shorted vs stock price since 2016. Shorts have made back a large portion of their mark-to-market losses, they are up +$2.35 billion, +27.18%, in mark-to-market profits in 2019...' @ihors3 Via Twitter\",\n   'date': '2019-07-16 15:03:00+00:00'},\n  {'title': 'Tesla Cuts Model 3 Price to $30,315 from $32,225; Raises Model S Price to $70,115 from $65,125; Raises Model X Price to $75,315 from $71,325',\n   'date': '2019-07-16 08:09:00+00:00'},\n  {'title': 'Tesla Option Alert: Aug 16 $180 Puts Sweep (21) above Ask!: 9874 @ $1.218 vs 16653 OI; Earnings 7/24 After Close Ref=$246.93',\n   'date': '2019-07-15 14:28:00+00:00'},\n  {'title': \"Musk Vs. Bezos Vs. Branson: Who's Winning The Space Tourism Race?\",\n   'date': '2019-07-12 20:00:00+00:00'},\n  {'title': 'EV Battery Prices Expected to Fall to US$100/kWh in 2022',\n   'date': '2019-07-12 08:18:00+00:00'},\n  {'title': 'Mobileye Founder Says Robo-Taxis Are Necessary Precursor To Private Self-Driving Vehicles',\n   'date': '2019-07-11 21:20:00+00:00'},\n  {'title': 'Tesla To Report Q2 Earnings After The Closing Bell On Wed., Jul. 24',\n   'date': '2019-07-11 20:43:00+00:00'},\n  {'title': 'Tesla-Heavy ETF Gets A New Look',\n   'date': '2019-07-11 11:55:00+00:00'},\n  {'title': \"'Tesla engineer admits uploading Autopilot source code to iCloud before leaving for competitor' -Electrek\",\n   'date': '2019-07-11 11:28:00+00:00'},\n  {'title': \"Munster Expects Tesla's 'Bumpy Year' To Continue: 'This Story Remains Emotionally Charged'\",\n   'date': '2019-07-11 10:24:00+00:00'},\n  {'title': 'China FineBlanking Technology to Increase Monthly Shipments of Components for Relays Used in Tesla Model 3',\n   'date': '2019-07-11 08:11:00+00:00'},\n  {'title': \"June's IMX Shows Traders Dropping Equity For The First Time Since 2016\",\n   'date': '2019-07-10 21:03:00+00:00'},\n  {'title': \"'Tesla is going to the Connecticut Supreme court due to ridiculous effort from car dealers' -electrek\",\n   'date': '2019-07-10 16:52:00+00:00'},\n  {'title': 'Report: Tesla Planning For Production Bump At Fremont Plant',\n   'date': '2019-07-10 16:05:00+00:00'},\n  {'title': 'Nio Reports Q2 Deliveries Above Guidance',\n   'date': '2019-07-10 10:31:00+00:00'},\n  {'title': 'ElectrekCo Tweet: Elon Musk hints at Tesla vehicles finally getting Spotify',\n   'date': '2019-07-10 08:42:00+00:00'},\n  {'title': \"Tesla Tells Employees It's Preparing to Increase Production at Fremont, CA Plant\",\n   'date': '2019-07-10 08:37:00+00:00'},\n  {'title': \"Telsa's Model 3 Can Now Use DC Fast Chargers Across the US\",\n   'date': '2019-07-10 08:33:00+00:00'},\n  {'title': \"Nio Shares Rise For Sixth Straight Session: What's Behind The Momentum?\",\n   'date': '2019-07-09 18:36:00+00:00'},\n  {'title': \"'Tesla Model 3 is the best road trip car: 10 hours of driving on Autopilot and 0 hours waiting for charging' -electrek\",\n   'date': '2019-07-09 17:47:00+00:00'},\n  {'title': \"'Tesla Autopilot team loses several more engineers as Elon Musk takes over ' -Tesla\",\n   'date': '2019-07-09 15:11:00+00:00'},\n  {'title': 'As Investors Await Fed Chair Testimony Wednesday, PepsiCo Delivers Strong Results',\n   'date': '2019-07-09 14:14:00+00:00'},\n  {'title': \"'Frustrated Musk Shakes Up Autopilot Team' -The Information\",\n   'date': '2019-07-09 14:08:00+00:00'},\n  {'title': 'Kinahan Says Millennials Are Buying The Stocks They Know, Like Beyond Meat And Tesla',\n   'date': '2019-07-09 11:52:00+00:00'},\n  {'title': 'Investor Movement Index Summary: June 2019',\n   'date': '2019-07-08 20:56:00+00:00'},\n  {'title': 'Industry Shift: With Four Departures This Year, Who Is The Longest-Tenured Automotive CEO?',\n   'date': '2019-07-08 19:04:00+00:00'},\n  {'title': 'Morgan Stanley Cuts Tesla Second-Half 2019 Revenue Growth Forecast',\n   'date': '2019-07-08 14:45:00+00:00'},\n  {'title': \"Barron's Picks And Pans: Coca-Cola, Kroger, Shopify And More\",\n   'date': '2019-07-06 19:15:00+00:00'},\n  {'title': 'Bulls And Bears Of The Week: Apple, Nike, Tesla, Uber And More',\n   'date': '2019-07-06 19:04:00+00:00'},\n  {'title': \"'Tesla reduces the price of its solar systems' -Electrek\",\n   'date': '2019-07-05 16:28:00+00:00'},\n  {'title': \"Benzinga Pro's Top 7 Most-Searched Tickers For Morning of Friday., July 05, 2019\",\n   'date': '2019-07-05 14:21:00+00:00'},\n  {'title': '48 Biggest Movers From Wednesday',\n   'date': '2019-07-05 09:08:00+00:00'},\n  {'title': 'Big Tesla Options Trades Could Signal Institutional Interest',\n   'date': '2019-07-03 17:15:00+00:00'},\n  {'title': \"33 Stocks Moving In Wednesday's Mid-Day Session\",\n   'date': '2019-07-03 16:47:00+00:00'},\n  {'title': 'Wall Street Analysts Still Divided On Tesla Following Record Deliveries',\n   'date': '2019-07-03 15:09:00+00:00'},\n  {'title': 'Flags Waving As Holiday Approaches, With Tesla Quarter Showing Unexpected Strength',\n   'date': '2019-07-03 14:00:00+00:00'},\n  {'title': 'Tesla shares are trading higher following news of Q2 vehicle production and delivery numbers.',\n   'date': '2019-07-03 13:32:00+00:00'},\n  {'title': \"Europe's Auto Safety Panel Says Tesla's Model 3 Set A New Benchmark In Safety\",\n   'date': '2019-07-03 13:11:00+00:00'},\n  {'title': \"24 Stocks Moving In Wednesday's Pre-Market Session\",\n   'date': '2019-07-03 11:55:00+00:00'},\n  {'title': 'A Peek Into The Markets: US Stock Futures Rise Ahead Of Economic Reports',\n   'date': '2019-07-03 10:42:00+00:00'},\n  {'title': \"UPDATE: 'Tesla Model 3 aces Euro NCAP safety tests' -UK's Auto Express\",\n   'date': '2019-07-03 10:39:00+00:00'},\n  {'title': 'Hearing Tesla Says Model 3 Has Earned 5-Star Safety Rating From Euro NCAP',\n   'date': '2019-07-03 10:02:00+00:00'},\n  {'title': '5 Stocks To Watch For July 3, 2019',\n   'date': '2019-07-03 08:36:00+00:00'},\n  {'title': \"Tesla Model 3 aces crash test, sets 'new safety technology benchmark'\",\n   'date': '2019-07-03 08:01:00+00:00'},\n  {'title': \"Tesla, Unum Therapeutics Making Big Moves In Tuesday's After-Hours Session\",\n   'date': '2019-07-02 20:52:00+00:00'},\n  {'title': 'Tesla Surges After Q2 Deliveries Come In Higher Than Expected',\n   'date': '2019-07-02 20:36:00+00:00'},\n  {'title': 'Tesla shares are trading higher after the company released its Q2 vehicle production and delivery numbers.',\n   'date': '2019-07-02 20:20:00+00:00'},\n  {'title': 'Tesla Says Entering Q3 With Increase In Order Backlog',\n   'date': '2019-07-02 20:19:00+00:00'},\n  {'title': 'Tesla Q2 Model S/X Production 14,517, Deliveries 17,650; Model 3 Production 72.531, Deliveries 77,550',\n   'date': '2019-07-02 20:17:00+00:00'},\n  {'title': \"'Tesla Sales Could Boom in China as Local Competitors Lose Some Advantage' -Barrons\",\n   'date': '2019-07-02 17:12:00+00:00'},\n  {'title': \"A Look At Benzinga Pro's Most-Searched Tickers For July 2, 2019\",\n   'date': '2019-07-02 15:54:00+00:00'},\n  {'title': \"Benzinga Pro's Top 10 Most-Searched Tickers For Morning of Tuesday, July 2, 2019\",\n   'date': '2019-07-02 14:35:00+00:00'},\n  {'title': 'With Jobs Report Ahead, Focus Turns To Economic Data, Auto Sales, Tesla Output',\n   'date': '2019-07-02 14:06:00+00:00'},\n  {'title': 'Reports: 2 More Tesla Execs Depart',\n   'date': '2019-07-02 13:30:00+00:00'},\n  {'title': \"'Tesla loses engineering VP amid end-of-quarter delivery rush' -Business Insider\",\n   'date': '2019-07-02 13:09:00+00:00'},\n  {'title': \"Electrek.Co Tweet: Tesla's head of Europe is out\",\n   'date': '2019-07-02 10:09:00+00:00'},\n  {'title': \"Tesla's Q2 Delivery Number Could Cause A Big Move\",\n   'date': '2019-07-01 18:56:00+00:00'},\n  {'title': \"'Tesla Electric Airplane? Elon Musk sees electric aircraft in 5 years' -Earlier Electrek Article\",\n   'date': '2019-07-01 16:17:00+00:00'},\n  {'title': \"UPDATE: JMP Reiterates Outperform, $347 Target On Tesla As Firm Notes 'In general we think the Street is underestimating the pace of recovery in Model 3 demand in the U.S., and additionally is not accounting for a full quarter of Model 3 exports'\",\n   'date': '2019-07-01 15:41:00+00:00'},\n  {'title': 'Tesla shares are trading higher after JMP Securities reiterated a Market Outperform rating on the stock and announced a $347 price target.',\n   'date': '2019-07-01 15:29:00+00:00'}],\n '2019-08': [{'title': \"'Tesla software shows upcoming 'Smart AC Charging' feature, 'Feeling Lucky' update, & games' -Electrek\",\n   'date': '2019-08-30 16:16:00+00:00'},\n  {'title': 'Tesla Raises Prices In China Ahead Of Tariff Increase',\n   'date': '2019-08-30 14:38:00+00:00'},\n  {'title': \"'All $tsla models are waivered sales tax in China, according to gov agency MIIC. This comes today as Tesla is raising price due to Renminbi appreciation.  Good for China sales.' -Ming Zhao Of 86 Research\",\n   'date': '2019-08-30 11:57:00+00:00'},\n  {'title': 'Tesla shares are trading higher after the company raised prices in China ahead of new tariffs. It was also reported China will exempt 16 Tesla variants from an auto purchase tax.',\n   'date': '2019-08-30 11:04:00+00:00'},\n  {'title': 'China Will Exempt 16 Tesla Variants From Purchase Tax',\n   'date': '2019-08-30 11:04:00+00:00'},\n  {'title': 'Tesla To Be Exempt From China auto Purchase Tax',\n   'date': '2019-08-30 11:03:00+00:00'},\n  {'title': 'Bargersville, Indiana, Police Department Switching to Tesla Model 3 vs Dodge Charger',\n   'date': '2019-08-30 10:20:00+00:00'},\n  {'title': 'Tesla Raises Prices for Model X SUV, Some Model 3 Vehicles in China',\n   'date': '2019-08-30 07:44:00+00:00'},\n  {'title': \"Wedbush Maintains Neutral, $220 Target On Tesla As Firm Notes 'While there have been some delivery speed bumps/service snafus in the European delivery process, it appears the timing of deliveries and ramping demand is roughly on track in the region'\",\n   'date': '2019-08-29 14:31:00+00:00'},\n  {'title': \"Tesla Analyst: Europe Business Steady, 'Demand Challenges Remain'\",\n   'date': '2019-08-29 13:25:00+00:00'},\n  {'title': 'Tesla Rolls Out Car Insurance Unit For Drivers of Its Cars In California',\n   'date': '2019-08-28 19:54:00+00:00'},\n  {'title': 'Tesla Launching Tesla Insurance, An Insurance Offering Designed To Provide Tesla Owners With Up To 20% Lower Rates, In Some Cases As Much As 30%',\n   'date': '2019-08-28 19:23:00+00:00'},\n  {'title': \"'I'm A Fundamentals Guy': J Mintzmyer On Picking Winners\",\n   'date': '2019-08-27 14:37:00+00:00'},\n  {'title': \"'Tesla Gigafactory 3 leaked images show Model 3 production setup tests' -electrek\",\n   'date': '2019-08-26 16:02:00+00:00'},\n  {'title': 'CNBC Takes Closer Look At Auto Stocks Amid Trade War Concerns',\n   'date': '2019-08-26 15:24:00+00:00'},\n  {'title': \"'Elon Musk asks utilities to buy Tesla's new Megapack to replace peaker plants'\",\n   'date': '2019-08-26 14:17:00+00:00'},\n  {'title': 'Tesla Option Alert: Fri $225 Calls Sweep (2) near the Ask: 681 @ $1.2 vs 2218 OI; Earnings 10/23 After Close [est] Ref=$213.075',\n   'date': '2019-08-26 14:12:00+00:00'},\n  {'title': 'Tesla German PR Head Stefan Keuchel Quits',\n   'date': '2019-08-26 10:40:00+00:00'},\n  {'title': 'Tesla to Raise Prices in China on August 30; May Increase Again in December',\n   'date': '2019-08-26 07:45:00+00:00'},\n  {'title': \"'Tesla announces expansions in Poland, Hungary, Romania, and Slovenia' -Electrek\",\n   'date': '2019-08-23 18:20:00+00:00'},\n  {'title': \"Moody's Says Impact On U.S. Auto Sector From Potential Dec. Tariffs By China To Be More Muted As U.S. Cos Generate Vast Majority Of Chinese Sales Through Local Production\",\n   'date': '2019-08-23 17:24:00+00:00'},\n  {'title': 'Shares of several auto manufacturers companies are trading lower on escalated trade tensions after China announced it plans to impose a 5% to 10% tariff rate on $75 billion worth of U.S. goods.',\n   'date': '2019-08-23 12:36:00+00:00'},\n  {'title': \"'There Is A Lot Of Nonsense': Talking Markets With Quoth The Raven's Chris Irons\",\n   'date': '2019-08-23 12:17:00+00:00'},\n  {'title': 'Walmart, Tesla Look to Address Issues Surrounding Solar Systems',\n   'date': '2019-08-23 08:17:00+00:00'},\n  {'title': \"Tesla to Buy Batteries from South Korea's LG Chem for Vehicles Made in China\",\n   'date': '2019-08-23 08:14:00+00:00'},\n  {'title': 'What Motivates CEOs Like Tim Cook And Elon Musk To Wake Up Every Morning',\n   'date': '2019-08-22 21:00:00+00:00'},\n  {'title': \"Today's Pickup: No-Deal Brexit Might Unleash An Explosive Growth In Grey Market Goods\",\n   'date': '2019-08-22 17:39:00+00:00'},\n  {'title': \"'Tesla is looking at Gigafactory sites in Lower Saxony, local govt says' -Electrek\",\n   'date': '2019-08-22 15:03:00+00:00'},\n  {'title': 'Tesla Option Alert: Aug 30 $227.5 Calls Sweep (2) near the Ask: 500 @ $3.9 vs 2564 OI; Ref=$224.08',\n   'date': '2019-08-22 13:31:00+00:00'},\n  {'title': 'Volkswagen Denies Report Saying CEO Diess Is Interested In Tesla Stake',\n   'date': '2019-08-22 13:20:00+00:00'},\n  {'title': 'Tesla Ticks Higher On Rumor Of Volkswagen Interest',\n   'date': '2019-08-22 13:13:00+00:00'},\n  {'title': 'Tesla shares are trading higher following a report from a German publication that the company may be preparing for sale to a German car maker.',\n   'date': '2019-08-22 12:10:00+00:00'},\n  {'title': \"Tesla's Largest Institutional Shareholder Says He Can Imagine Tesla Without Musk as CEO\",\n   'date': '2019-08-22 11:38:00+00:00'},\n  {'title': \"'Tesla is losing market shares to Audi e-tron and Jaguar I-Pace, claims analyst — really?' -electrek\",\n   'date': '2019-08-21 16:25:00+00:00'},\n  {'title': 'Walmart Sues Tesla: Pay Us For Solar Panel Damages You Caused',\n   'date': '2019-08-21 13:18:00+00:00'},\n  {'title': \"'Walmart shines light on Elon Musk's thorny SolarCity deal in new lawsuit against Tesla -CNBC\",\n   'date': '2019-08-21 11:51:00+00:00'},\n  {'title': \"'Price increase for Tesla FSD postponed until version 10 with smart summon is in wide release, which is about 4 to 8 weeks away, depending on how early access goes' -Elon Musk\",\n   'date': '2019-08-20 20:10:00+00:00'},\n  {'title': 'Hearing Walmart Suing Tesla Energy Operations Over Solar Panel Fires',\n   'date': '2019-08-20 19:32:00+00:00'},\n  {'title': \"'Tesla Gigafactory 3 obtains official govt certificate in record time ahead of production' -Electrek\",\n   'date': '2019-08-20 18:46:00+00:00'},\n  {'title': \"Ron Baron Remains A Tesla Bull Despite Its 'Self-Inflicted Wounds'\",\n   'date': '2019-08-20 18:19:00+00:00'},\n  {'title': \"'Tesla releases new software update with adaptive suspension damping improvements and more' -electrek\",\n   'date': '2019-08-20 16:59:00+00:00'},\n  {'title': 'Tesla Brings Back Solar Panel Leasing In 6 States',\n   'date': '2019-08-20 13:46:00+00:00'},\n  {'title': 'Ron Barron Says Has Not Sold Any Tesla Stock, Says Opportunity Has Not Shrunk',\n   'date': '2019-08-20 11:55:00+00:00'},\n  {'title': 'Billionaire Investor Ron Baron Says Thinks In Two More Years Tesla Would Do $100B Of Revenues; Says Co. Has Had Some Self Inflicted Wounds',\n   'date': '2019-08-20 11:52:00+00:00'},\n  {'title': 'Tesla sales are keeping electric car market in California alive',\n   'date': '2019-08-19 18:12:00+00:00'},\n  {'title': \"'A Tesla car went on fire in a repair shop in Hangzhou' -YouTube\",\n   'date': '2019-08-19 16:54:00+00:00'},\n  {'title': 'Tesla shares are trading higher after reports indicating the company is showing interest in building large factories in India to make lithium-ion batteries.',\n   'date': '2019-08-19 16:54:00+00:00'},\n  {'title': 'Tesla is showing interest in battery factory project in India+',\n   'date': '2019-08-19 15:23:00+00:00'},\n  {'title': \"Tesla Shows Interest in India's Plans to Build Battery Plants\",\n   'date': '2019-08-19 08:17:00+00:00'},\n  {'title': \"'Tesla loses major $5 million Model 3 order from rental company over service and quality issues' -Electrek\",\n   'date': '2019-08-16 13:49:00+00:00'},\n  {'title': 'A Closer Look At The New Clean Energy ETF',\n   'date': '2019-08-15 13:00:00+00:00'},\n  {'title': \"'Tesla executives who report directly to Elon Musk have much higher turnover rate, says report' -Electrek\",\n   'date': '2019-08-14 19:09:00+00:00'},\n  {'title': 'Tesla Model 3 Arrives in Australia, New Zealand',\n   'date': '2019-08-14 10:26:00+00:00'},\n  {'title': 'Tesla Korea to Start Deliveries of Model 3 in Q4 in S, Korea',\n   'date': '2019-08-14 08:39:00+00:00'},\n  {'title': \"'Tesla Autopilot applied brakes in Model 3 crash that resulted in explosions' -Electrek\",\n   'date': '2019-08-12 14:09:00+00:00'},\n  {'title': 'Elon Musk Kills Plan for Tesla Model 3 Air Suspension for Now',\n   'date': '2019-08-12 10:06:00+00:00'},\n  {'title': 'What is the Driving Force Behind Car Companies Offering Insurance?',\n   'date': '2019-08-09 17:59:00+00:00'},\n  {'title': 'Shares are several consumer technology companies are trading higher in sympathy with the overall market.',\n   'date': '2019-08-08 17:58:00+00:00'},\n  {'title': \"From $420 To $230: Where Tesla Stands One Year After Elon Musk's 'Funding Secured' Tweet\",\n   'date': '2019-08-07 18:55:00+00:00'},\n  {'title': \"'Tesla plans to increase its Full Self-Driving price again on August 16' -Electrek\",\n   'date': '2019-08-07 16:58:00+00:00'},\n  {'title': 'Tesla could raise prices in China due to lower yuan ahead of Chinese-made Model 3 rollout',\n   'date': '2019-08-07 15:18:00+00:00'},\n  {'title': 'Tesla Scrutinized by NHTSA over Model 3 Safety Claims',\n   'date': '2019-08-07 08:30:00+00:00'},\n  {'title': \"'China Doubles Size Of Shanghai Free-Trade Zone To Include Tesla Town In Drive To Open Markets' South China Morning Post\",\n   'date': '2019-08-06 16:20:00+00:00'},\n  {'title': \"'Tesla battery research partner unveils path to more energy-dense Li-ion cells that could beat solid-state' -Electrek\",\n   'date': '2019-08-06 14:06:00+00:00'},\n  {'title': \"'Tesla loses head of 'manufacturing quality' in production leadership shake-up' -Electrek\",\n   'date': '2019-08-05 18:46:00+00:00'},\n  {'title': \"'Tesla has started a new anti-fraud department, according to a recent job listing'  -CNBC\",\n   'date': '2019-08-05 18:45:00+00:00'},\n  {'title': \"'Elon Musk's Boring Company to launch China branch this month' -Xinhuanet\",\n   'date': '2019-08-05 17:35:00+00:00'},\n  {'title': 'Tesla To Offer Free Unlimited Supercharging',\n   'date': '2019-08-05 12:38:00+00:00'},\n  {'title': 'Tesla Says All New Model S, X Orders Now Come With Free Unlimited Supercharging',\n   'date': '2019-08-05 09:13:00+00:00'},\n  {'title': 'Notable Insider Buys: AbbVie, Bristol-Myers And More',\n   'date': '2019-08-04 12:01:00+00:00'},\n  {'title': \"Hearing Tesla's Energy Unit Has Reshuffled Executive Ranks\",\n   'date': '2019-08-02 11:04:00+00:00'},\n  {'title': 'This Clean Energy ETF Is Cleaning Up',\n   'date': '2019-08-01 17:18:00+00:00'},\n  {'title': \"'I'm told import duties are extremely high (up to 100%), even for electric cars. This would make our cars unaffordable.' -Tweets Elon Musk\",\n   'date': '2019-08-01 17:08:00+00:00'}],\n '2019-09': [{'title': \"Tesla Shares Unaffected Following Recent Headline Co.'s Director Of Central Europe Has Confirmed He Is Leaving Co.\",\n   'date': '2019-09-30 18:00:00+00:00'},\n  {'title': 'First Report Of Accident With Tesla Smart Summon Emerges',\n   'date': '2019-09-28 22:59:00+00:00'},\n  {'title': \"Barron's Picks And Pans: American Airlines, Chipotle, GM, Wells Fargo, More\",\n   'date': '2019-09-28 19:22:00+00:00'},\n  {'title': \"'Tesla To Set Model 3 Sales Record In The Netherlands: 6,500 In Q3' -Inside EVs\",\n   'date': '2019-09-27 19:10:00+00:00'},\n  {'title': \"A Look At Benzinga Pro's Most-Searched Tickers For September 27, 2019\",\n   'date': '2019-09-27 19:08:00+00:00'},\n  {'title': 'Tesla Analyst: September Rally In Deliveries Could Help Automaker Meet Street Expectations',\n   'date': '2019-09-27 17:51:00+00:00'},\n  {'title': \"Benzinga Pro's Top 10 Most-Searched Tickers For Morning of Friday, September 27, 2019\",\n   'date': '2019-09-27 13:57:00+00:00'},\n  {'title': 'Tesla To LAunch Tesla Theater With IQIYI And Tencent Video Access For China-Based Customers; Latest Update Will Enable Streaming Media Access To Spotify, Tunein, Slacker While Parked & Connected To Wifi For Selected Model Cars',\n   'date': '2019-09-26 19:19:00+00:00'},\n  {'title': 'Tesla shares trading higher following an Electrek report highlighting a leaked email from Elon Musk as suggesting the company \"has a shot\" at a record 100,000 cars this quarter.',\n   'date': '2019-09-26 17:21:00+00:00'},\n  {'title': \"'Tesla 'has a shot' at record 100,000 cars this quarter – Elon Musk in leak email' -Electrek\",\n   'date': '2019-09-26 17:19:00+00:00'},\n  {'title': \"'Tesla produces complete Model 3 body-in-white at Gigafactory 3, production to start Oct. 14' -electrek\",\n   'date': '2019-09-26 16:14:00+00:00'},\n  {'title': \"'Tesla starts wider release of V10, and it finally includes Spotify' -Electrek\",\n   'date': '2019-09-26 14:30:00+00:00'},\n  {'title': \"Thursday's Market Minute: CEO Exodus\",\n   'date': '2019-09-26 13:43:00+00:00'},\n  {'title': 'China Renaissance Initiates Coverage On Tesla with Buy Rating, Announces $324 Price Target',\n   'date': '2019-09-26 13:16:00+00:00'},\n  {'title': \"'Tesla is accelerating Supercharger deployment, 10 more V3 stations confirmed' -Electrek\",\n   'date': '2019-09-25 14:40:00+00:00'},\n  {'title': 'Wells Fargo Starts Coverage Of Music & Radio Stocks, Names iHeartMedia Top Pick',\n   'date': '2019-09-24 16:50:00+00:00'},\n  {'title': \"Unsealed Court Docs Raise New Questions About Tesla's SolarCity Acquisition\",\n   'date': '2019-09-24 16:12:00+00:00'},\n  {'title': 'Tesla shares are trading lower as traders potentially took profits after the stock increased roughly 20% since the end of August. The stock fell below the $240 support level today and continued to trade lower.',\n   'date': '2019-09-24 15:22:00+00:00'},\n  {'title': 'Nio To Eliminate 21% Of Global Workforce As Q2 Loss Widens, August Deliveries Miss Mark',\n   'date': '2019-09-24 11:15:00+00:00'},\n  {'title': \"Today's Pickup: Elon And Jeff: The Best Of Enemies; India Advances National Logistics Policy\",\n   'date': '2019-09-23 18:21:00+00:00'},\n  {'title': \"'Hoping to open in Slovakia, Croatia, Serbia & most of Eastern Europe early next year...' -Tweet From Elon Musk\",\n   'date': '2019-09-23 17:53:00+00:00'},\n  {'title': \"'Tesla is switching to NCM battery cells for Chinese Model 3, LG starts mass production, report says' -Electrek\",\n   'date': '2019-09-23 16:57:00+00:00'},\n  {'title': \"Judge: Tesla Shareholder Suit Targeting Musk's Compensation Can Proceed\",\n   'date': '2019-09-23 14:36:00+00:00'},\n  {'title': \"Nio On The Radar Ahead Of Chinese EV Manufacturer's Q2 Print\",\n   'date': '2019-09-21 19:57:00+00:00'},\n  {'title': \"'Tesla loses head of energy division and North American sales' -Electrek\",\n   'date': '2019-09-20 13:58:00+00:00'},\n  {'title': 'From Solar Panels To Alternative Beef: Beyond Meat Poaches Tesla Exec',\n   'date': '2019-09-20 13:20:00+00:00'},\n  {'title': 'Tesla Changes End-of-quarter Incentives After Some Abuse',\n   'date': '2019-09-20 10:22:00+00:00'},\n  {'title': 'Tesla Announces Model 3 Earns the 2019 IIHS TOP SAFETY PICK+ Award',\n   'date': '2019-09-19 09:12:00+00:00'},\n  {'title': \"'Tesla's used cars prove popular in China with impressive value retention' -Electrek\",\n   'date': '2019-09-18 16:01:00+00:00'},\n  {'title': 'Tesla Model 3 Becomes Best-selling Car in the Netherlands with 10,000 Units',\n   'date': '2019-09-18 10:42:00+00:00'},\n  {'title': \"Today's Pickup: Technology Deployment Specialist Velociti Enters Construction Market\",\n   'date': '2019-09-17 14:15:00+00:00'},\n  {'title': \"Today's Pick-Up: Musk Invokes Amazon's Name Not In Vain; Using A Customer To Rake XPO\",\n   'date': '2019-09-16 19:04:00+00:00'},\n  {'title': 'Report: Tesla Might Be Expanding Its Gigafactory',\n   'date': '2019-09-16 15:33:00+00:00'},\n  {'title': \"'Tesla appears to be preparing an expansion at Gigafactory 3' Electrek\",\n   'date': '2019-09-16 10:26:00+00:00'},\n  {'title': \"'Tesla Model S prototype shows new fascia, strange rear spoiler, and more ' -Electrek\",\n   'date': '2019-09-13 17:52:00+00:00'},\n  {'title': \"'Tesla patents new longer lasting battery with better performance and cheaper cost' -Electrek\",\n   'date': '2019-09-13 13:27:00+00:00'},\n  {'title': 'Ford, GM Racing to Develop Electric Pickup Trucks to Compete Against Tesla',\n   'date': '2019-09-13 10:09:00+00:00'},\n  {'title': 'Hearing Toyota Is Using Panasonic Batteries Designed For Tesla Electric Cars In Its Own Plug-In Hybrids For Chinese Market',\n   'date': '2019-09-12 20:27:00+00:00'},\n  {'title': 'Tesla Rally Takes A Breather, But Option Market Suggests More Upside Ahead',\n   'date': '2019-09-12 18:30:00+00:00'},\n  {'title': \"Elon Musk Says Tesla's New Model S Prototype is a 7 Seater\",\n   'date': '2019-09-12 10:21:00+00:00'},\n  {'title': \"'Tesla is installing a solar array at Fremont factory and new 24-stall Supercharger' -Electrek\",\n   'date': '2019-09-11 18:53:00+00:00'},\n  {'title': 'Tesla shares are trading higher. Not seeing any news to justify the price action. Note that the stock, after selling off following earnings, saw a high of $246.68. Bulls could be looking to fill that gap.',\n   'date': '2019-09-11 14:43:00+00:00'},\n  {'title': 'Rivian Nabs $350M From Cox Automotive',\n   'date': '2019-09-11 13:07:00+00:00'},\n  {'title': 'China Association of Automobile Manufacturers Says Sales of New Energy Vehicles in China Declined 15.8% YoY in August',\n   'date': '2019-09-11 08:55:00+00:00'},\n  {'title': \"'Tesla is working on 5th assembly line at Fremont factory ahead of Model Y production' -Electrek\",\n   'date': '2019-09-10 18:30:00+00:00'},\n  {'title': 'Tesla Option Alert: Fri $245 Calls at the Ask: 730 @ $0.42 vs 1635 OI; Earnings 10/23 After Close [est] Ref=$234.68',\n   'date': '2019-09-10 17:46:00+00:00'},\n  {'title': 'Tesla Option Alert: Oct 18 $260 Calls Sweep (6) near the Ask: 500 @ $4.25 vs 2952 OI; Earnings 10/23 After Close [est] Ref=$233.23',\n   'date': '2019-09-10 15:38:00+00:00'},\n  {'title': \"'Tesla adds pedestrian warning system to Model 3' -Electrek\",\n   'date': '2019-09-10 15:33:00+00:00'},\n  {'title': 'Tesla Option Alert: Fri $242.5 Calls Sweep (3) near the Ask: 1001 @ $0.557 vs 5838 OI; Earnings 10/23 After Close [est] Ref=$231.7',\n   'date': '2019-09-10 14:22:00+00:00'},\n  {'title': 'Tesla Permit Application Hints at Another Fremont Assembly Line',\n   'date': '2019-09-10 08:55:00+00:00'},\n  {'title': 'U.S. House Democrats to Probe DoJ Antitrust Investigation Into Automakers Working With California',\n   'date': '2019-09-09 22:49:00+00:00'},\n  {'title': 'This ARK ETF Is Flipping Its Script',\n   'date': '2019-09-09 11:28:00+00:00'},\n  {'title': 'Tesla Officially Launches in Iceland',\n   'date': '2019-09-09 10:11:00+00:00'},\n  {'title': \"Elon Musk Tweets in Response to Question Regarding Launch Date for Pickup Truck: 'November most likely'\",\n   'date': '2019-09-07 19:15:00+00:00'},\n  {'title': 'Tesla Eliminates Fee to Remove Solar Rental Products',\n   'date': '2019-09-07 16:35:00+00:00'},\n  {'title': 'Safety Group Calls For Tesla Recall After NTSB Report',\n   'date': '2019-09-06 12:54:00+00:00'},\n  {'title': \"'Tesla Model 3 Sales Shine In British EV Market In August  -Inside EVs\",\n   'date': '2019-09-05 16:57:00+00:00'},\n  {'title': 'Chinese Electric Carmaker Nio Announces $200M Debt Offering',\n   'date': '2019-09-05 16:14:00+00:00'},\n  {'title': 'Shares of several tech companies are trading higher with the broader stock market after the Chinese Minister of Commerce said the leaders of the US and China are set to meet in Washington D.C in October.',\n   'date': '2019-09-05 15:53:00+00:00'},\n  {'title': \"'Tesla's insurance program will use direct driver data where it can with permission, exec says' -Electrek\",\n   'date': '2019-09-05 15:06:00+00:00'},\n  {'title': 'Tesla Providing Clean Energy To Places Around The World That Desperately Need It',\n   'date': '2019-09-04 23:53:00+00:00'},\n  {'title': 'Tesla Shares Dip Following Estimated Aug. Model 3, S And X Sales Results; Inside EVs Estimates Co. Delivered 13.15K Model 3 Vehicles, 1,050 Model S Vehicles and 1,825 Model X Vehicles',\n   'date': '2019-09-04 19:16:00+00:00'},\n  {'title': \"Tesla Analysts Debate Chinese Tax Exemption: 'Small Victory' Or 'Pretty Big Deal'?\",\n   'date': '2019-09-03 17:32:00+00:00'},\n  {'title': 'Tesla Owners Reportedly Got Locked Out of Their Cars Because the App Was Down',\n   'date': '2019-09-03 08:11:00+00:00'},\n  {'title': 'Electric Cars Represented 39% of All New Car Sales in Norway in August',\n   'date': '2019-09-02 12:33:00+00:00'}],\n '2019-10': [{'title': 'Morgan Stanley Maintains Equal-Weight on Tesla, Raises Price Target to $250',\n   'date': '2019-10-31 11:44:00+00:00'},\n  {'title': '\\'Greenlight capital Q3 2019 Letter: Einhorn Bemoans \" For now, the accepted reality appears to be that Elon Musk is above the law.\"\\' -ValueWalk $',\n   'date': '2019-10-30 15:52:00+00:00'},\n  {'title': \"How Peter Thiel Praised Elon Musk By Calling Him A 'Negative Role Model'\",\n   'date': '2019-10-30 14:45:00+00:00'},\n  {'title': 'Electrek.Co  Tweet: Tesla is being sued in Germany for allegedly false advertising on Autopilot',\n   'date': '2019-10-30 10:49:00+00:00'},\n  {'title': 'GM Beats Wall Street Estimates Despite Strike Hit',\n   'date': '2019-10-29 15:08:00+00:00'},\n  {'title': \"'Tesla Model 3 becomes first electric car approved as NYC yellow cab' -Electrek\",\n   'date': '2019-10-29 14:52:00+00:00'},\n  {'title': 'Tesla shares are trading lower after the company in its 10-Q guided capital expenditures slightly below its prior guidance range. Roth Capital downgraded the stock from Neutral to Sell.',\n   'date': '2019-10-29 14:28:00+00:00'},\n  {'title': 'Roth Capital Downgrades Tesla to Sell',\n   'date': '2019-10-29 13:30:00+00:00'},\n  {'title': \"'Tesla confirms several acquisitions worth $96 million' - Electrek\",\n   'date': '2019-10-29 12:58:00+00:00'},\n  {'title': 'UPDATE: Tesla 10-Q Shows Co. Expecting FY19 Capex Slightly Below $1.5B',\n   'date': '2019-10-29 11:50:00+00:00'},\n  {'title': 'Tesla 10-Q Filing Just Out', 'date': '2019-10-29 11:30:00+00:00'},\n  {'title': 'Judge: Elon Musk To Face Trial In Defamation Lawsuit',\n   'date': '2019-10-29 10:45:00+00:00'},\n  {'title': \"'If you're directly affected by wildfire power outages, Tesla is reducing Solar+Powerwall prices by $1000 as of today' -Tweet From Elon Musk\",\n   'date': '2019-10-28 18:12:00+00:00'},\n  {'title': 'More Earnings And A Fed Decision In Week Four Of The WeTrader Competition',\n   'date': '2019-10-28 15:56:00+00:00'},\n  {'title': \"'US clean energy incentive drops by 4% on Jan 1, so orders must be received by roughly Nov 15 to be installed in time' -Tweet From Elon Musk\",\n   'date': '2019-10-28 15:54:00+00:00'},\n  {'title': 'Another Bonanza Earnings Week As Apple Looms, With Fed, Payrolls Also On Weekly Agenda',\n   'date': '2019-10-28 14:09:00+00:00'},\n  {'title': \"Guy Gentile Details Short Position In Tesla; Says 'the company is over valued due to a short squeeze and should have a big pull back they will also face a hard time with major competition coming to market.'\",\n   'date': '2019-10-28 13:20:00+00:00'},\n  {'title': 'SpaceX Plans To Land Starship On The Moon By 2022',\n   'date': '2019-10-28 08:10:00+00:00'},\n  {'title': 'WeTrader Competition: Round Three Wrap-up',\n   'date': '2019-10-25 20:03:00+00:00'},\n  {'title': 'Whitney Tilson Loses Tesla Bet With Andrew Left, Will Donate $15K To Charities',\n   'date': '2019-10-25 19:43:00+00:00'},\n  {'title': 'Tesla shares are trading higher after the company announced it started to sell its China-made Model 3 with autopilot function starting at 355,800 Yuan.',\n   'date': '2019-10-25 14:37:00+00:00'},\n  {'title': \"'Tesla is in 'final stages' of selecting site for European Gigafactory' -Electrek\",\n   'date': '2019-10-25 14:14:00+00:00'},\n  {'title': \"'Tesla Model Y prototype makes it all the way to Michigan, watch it zip by cars' -Electrek\",\n   'date': '2019-10-25 13:08:00+00:00'},\n  {'title': 'Barclays Maintains Underweight on Tesla, Raises Price Target to $200',\n   'date': '2019-10-25 12:01:00+00:00'},\n  {'title': 'Tesla Begins China-Made Model Sales With Autopilot: Report',\n   'date': '2019-10-25 10:25:00+00:00'},\n  {'title': 'Tesla Starts Selling China-made Model 3 With Autopilot Function Starting at 355,800 Yuan',\n   'date': '2019-10-25 08:15:00+00:00'},\n  {'title': 'Tesla Shares Unaffected Following Sun Article About Lawsuit Alleging Driver Died After Crash Due To Inability To Open Doors',\n   'date': '2019-10-24 20:00:00+00:00'},\n  {'title': 'Tesla Short Sellers Take $1.4B Earnings Hit',\n   'date': '2019-10-24 18:35:00+00:00'},\n  {'title': 'PreMarket Prep: A Big Winner And A Big Loser Off Q3 Earnings',\n   'date': '2019-10-24 18:31:00+00:00'},\n  {'title': 'Today Pickup: Fabric Raises $110 Million To Grow Automated Retail Logistics Platform',\n   'date': '2019-10-24 17:39:00+00:00'},\n  {'title': \"21 Stocks Moving In Thursday's Mid-Day Session\",\n   'date': '2019-10-24 17:21:00+00:00'},\n  {'title': \"'Game Changing': Wall Street Weighs In On Tesla's Q3 Earnings\",\n   'date': '2019-10-24 15:53:00+00:00'},\n  {'title': 'Catching Wall Street Off Guard, Tesla Turns A Profit, Beats Q3 Estimates',\n   'date': '2019-10-24 15:25:00+00:00'},\n  {'title': 'Canaccord Genuity Maintains Buy on Tesla, Raises Price Target to $375',\n   'date': '2019-10-24 14:58:00+00:00'},\n  {'title': 'Tesla Has Finally Found Its Way To Profitability, Crushing Wall Street Estimates',\n   'date': '2019-10-24 14:31:00+00:00'},\n  {'title': 'Earnings Deluge As Twitter, Ford, 3M Fall While Tesla, Microsoft Rise; Amazon Later',\n   'date': '2019-10-24 14:06:00+00:00'},\n  {'title': 'The Tesla Surge Early Reaction: Jefferies Says To Hold Off On Celebrating, Horwitz Says To Sell While Stock Higher',\n   'date': '2019-10-24 14:01:00+00:00'},\n  {'title': 'UPDATE: Bank Of America On Tesla Continues \\'with 3Q:19 deliveries up a mere 2% sequentially from 2Q:19, but, more importantly, revenue down 8% YoY, marking the first decline in seven years for the \"growth\" company\\'',\n   'date': '2019-10-24 13:59:00+00:00'},\n  {'title': \"UPDATE: Bank Of America Reiterates Underperform On Tesla, Raises Target To $235 Notes 'Profits emerge, but growth disappears';  Notes 'the one very concerning aspect of the quarter was that top-line growth reversed to a decline'\",\n   'date': '2019-10-24 13:59:00+00:00'},\n  {'title': \"UPDATE: Wedbush Maintains Neutral On Tesla, Raises Target To $270 As Firm Is Waiting To See 'how sustainable this level of demand/profitability is going forward, this morning we move one step closer to believing this Tesla turnaround story'\",\n   'date': '2019-10-24 13:49:00+00:00'},\n  {'title': \"UPDATE: Credit Suisse On Tesla Also Notes Co. 'will need to put together a string of similar datapoints to demonstrate the sustainability of results...and its track record has been spotty on this'\",\n   'date': '2019-10-24 13:39:00+00:00'},\n  {'title': \"UPDATE: Credit Suisse Maintains Underperform On Tesla, Raises Target To $200 As Firm Notes 'That was a solid beat...now question is on sustainability'\",\n   'date': '2019-10-24 13:38:00+00:00'},\n  {'title': \"UPDATE: Nomura On Tesla Also Notes 'This said, we expect some skepticism will remain for at least another quarter, given the magnitude of the improvement in profitability over just three months and some items that may be one-time in nature'\",\n   'date': '2019-10-24 13:26:00+00:00'},\n  {'title': \"UPDATE: Nomura Maintains Neutral On Tesla, Raises Target To $300 Notes Co's '3Q19 results were a surprise. Automotive gross margin expanded nearly 4ppts QoQ, and exceeded consensus by nearly 5ppts'\",\n   'date': '2019-10-24 13:26:00+00:00'},\n  {'title': 'RBC Capital Maintains Underperform on Tesla, Raises Price Target to $220',\n   'date': '2019-10-24 12:49:00+00:00'},\n  {'title': 'CORRECTION: RBC Did Not Maintain Underperform On Twitter And Raise Target From $190 To $220; The Headline Was Intended To Be For Tesla',\n   'date': '2019-10-24 12:47:00+00:00'},\n  {'title': 'Bank of America Reiterates Underperform on Tesla, Raises Price Target to $235',\n   'date': '2019-10-24 12:07:00+00:00'},\n  {'title': 'Wedbush Maintains Neutral on Tesla, Raises Price Target to $270',\n   'date': '2019-10-24 11:36:00+00:00'},\n  {'title': 'Tesla shares are trading higher after the company reported better-than-expected Q3 EPS results.',\n   'date': '2019-10-24 11:33:00+00:00'},\n  {'title': 'Credit Suisse Maintains Underperform on Tesla, Raises Price Target to $200',\n   'date': '2019-10-24 11:15:00+00:00'},\n  {'title': 'Nomura Maintains Neutral on Tesla, Raises Price Target to $300',\n   'date': '2019-10-24 11:05:00+00:00'},\n  {'title': 'JP Morgan Maintains Underweight on Tesla, Raises Price Target to $220',\n   'date': '2019-10-24 10:44:00+00:00'},\n  {'title': '12 Stocks To Watch For October 24, 2019',\n   'date': '2019-10-24 08:25:00+00:00'},\n  {'title': \"4 Stocks Moving In Wednesday's After-Hours Session\",\n   'date': '2019-10-23 21:23:00+00:00'},\n  {'title': \"Tesla's Stock Surges After Big Q3 Profit Beat; Says Trial Production Underway In Shanghai\",\n   'date': '2019-10-23 21:08:00+00:00'},\n  {'title': \"UPDATE: Tesla Says Positive GAAP Net Income Going Forward Will Possibly Have Temporary Exceptions 'particularly around the launch\\nand ramp of new products'\",\n   'date': '2019-10-23 21:02:00+00:00'},\n  {'title': 'Tesla Says Is Highly Confident In Exceeding 360K Deliveries This Year',\n   'date': '2019-10-23 21:01:00+00:00'},\n  {'title': 'Tesla Says During Q3 We Registered One Accident For Every 4.34 Million Miles Driven In Which Drivers Had Autopilot Engaged',\n   'date': '2019-10-23 21:01:00+00:00'},\n  {'title': 'Tesla Says Model Y Is Scheduled For Production In Summer 2020',\n   'date': '2019-10-23 21:00:00+00:00'},\n  {'title': 'Self-Driving Startup Zoox Raises $200M',\n   'date': '2019-10-23 21:00:00+00:00'},\n  {'title': 'Tesla shares are trading higher after the company reported better-than-expected Q3 EPS results.',\n   'date': '2019-10-23 20:59:00+00:00'},\n  {'title': 'Tesla Q3 Adj. EPS $1.86 vs $2.90 In Same Qtr. Last Year',\n   'date': '2019-10-23 20:59:00+00:00'},\n  {'title': 'Tesla Q3 2019 Update Now Available On Co. Website',\n   'date': '2019-10-23 20:58:00+00:00'},\n  {'title': 'Hearing Tesla Q3 Adj. EPS $1.86',\n   'date': '2019-10-23 20:58:00+00:00'},\n  {'title': 'Tesla Trial Production Of Model 3 In Shanghai Has Begun, Is Ahead Of Schedule',\n   'date': '2019-10-23 20:57:00+00:00'},\n  {'title': 'Tesla Planning To Produced Limited Volumes Of Tesla Semi In 2020',\n   'date': '2019-10-23 20:56:00+00:00'},\n  {'title': 'Tesla Sees Positive GAAP net Income Going Forward',\n   'date': '2019-10-23 20:56:00+00:00'},\n  {'title': 'Tesla Says Is Ahead Of Schedule To Produce Model Y, Sees Launch By Summer 2020',\n   'date': '2019-10-23 20:55:00+00:00'},\n  {'title': 'Tesla Q3 Adj. Basic $1.91, Diluted EPS $1.86 Beats $(0.42) Estimate, Sales $6.3B Miss $6.34B Estimate',\n   'date': '2019-10-23 20:55:00+00:00'},\n  {'title': 'Tesla Shares Up 5% Following Earnings Press Release, Results To Be Released On Co. Site Shortly',\n   'date': '2019-10-23 20:54:00+00:00'},\n  {'title': '16 Stocks With The Highest Long-Term Sales Growth Rate',\n   'date': '2019-10-23 19:26:00+00:00'},\n  {'title': 'Roger DaSilva Highlights Unusual Options Activity In Tesla',\n   'date': '2019-10-23 16:00:00+00:00'},\n  {'title': 'Tesla Is By Far The Most Profitable Short Trade Of 2019',\n   'date': '2019-10-23 15:10:00+00:00'},\n  {'title': 'Wall Street Looks For Direction Amid Mixed Earnings Results',\n   'date': '2019-10-23 14:06:00+00:00'},\n  {'title': \"'Tesla starts trial production of Chinese Model 3, reportedly plans to sell cars to Gigafactory 3 workers' -Electrek\",\n   'date': '2019-10-23 13:32:00+00:00'},\n  {'title': '12 Stocks To Watch For October 23, 2019',\n   'date': '2019-10-23 08:36:00+00:00'},\n  {'title': 'Earnings Scheduled For October 23, 2019',\n   'date': '2019-10-23 08:15:00+00:00'},\n  {'title': \"Tesla's Futuristic Door Handles Blamed for Death in Fiery Wreck\",\n   'date': '2019-10-23 07:46:00+00:00'},\n  {'title': 'Zoox CEO Reportedly Says Believes Tesla Will Need 50 More Years Of Progress To Make Fully Self-Driving Vehicles That Require No Human Input',\n   'date': '2019-10-22 16:38:00+00:00'},\n  {'title': 'Earnings: Tesla Facing What May Be Its First Annual Revenue Drop Since 2012',\n   'date': '2019-10-22 15:03:00+00:00'},\n  {'title': 'Tesla Option Alert: Fri $300 Calls Sweep (6) near the Ask: 645 @ $0.351 vs 2844 OI; Earnings 10/23 After Close Ref=$253.84',\n   'date': '2019-10-22 15:02:00+00:00'},\n  {'title': 'Tesla Shares Not Affected Following Tweet From Mark Spiegel Suggesting Co. Incorrectly Replaced Many Defective Airbags',\n   'date': '2019-10-22 14:38:00+00:00'},\n  {'title': \"'I was contacted by a former $TSLA employee who says Tesla incorrectly replaced MANY defective Takata airbags, using European bags in N. American cars & N. American bags in Euro&Asian cars, & is hiding it to save money. *UNVERIFIED*' -Mark Spiegel\",\n   'date': '2019-10-22 14:36:00+00:00'},\n  {'title': '3 ETFs For Tesla Earnings', 'date': '2019-10-22 11:18:00+00:00'},\n  {'title': 'Apple CEO Joins Chinese Business School As Board Member',\n   'date': '2019-10-22 07:48:00+00:00'},\n  {'title': \"'PG&E says rolling blackouts expected in California for next 10 years!' 'Order Tesla Solar + Powerwall battery for 24/7 clean power & no blackouts!' -Tweets From Elon Musk\",\n   'date': '2019-10-21 19:54:00+00:00'},\n  {'title': 'Earnings Season Kicks Into Full Gear In Round 3 Of The WeTrader Competition',\n   'date': '2019-10-21 15:16:00+00:00'},\n  {'title': \"'Tesla patent reveals cooling system in battery packs' -Electrek\",\n   'date': '2019-10-21 15:03:00+00:00'},\n  {'title': 'Tesla Patents Efficient Crash Can That Improves Passenger Protection During Collisions',\n   'date': '2019-10-21 08:08:00+00:00'},\n  {'title': 'Tesla EVs Now Part of Car-sharing Ekar App in the UAE',\n   'date': '2019-10-21 08:06:00+00:00'},\n  {'title': 'WeTrader Competition: Round Two Wrap-up',\n   'date': '2019-10-18 20:05:00+00:00'},\n  {'title': \"'Tesla pushes Model 3 delivery time in US as demand surges in other markets' -Recent Electrek Article\",\n   'date': '2019-10-18 15:29:00+00:00'},\n  {'title': \"Report: NASA Paid $5M For SpaceX Employee Review After Musk's On-Camera Toke\",\n   'date': '2019-10-18 15:16:00+00:00'},\n  {'title': \"Wedbush On Tesla Notes 'and that in order to hit its ambitious unit guidance of 360K – 400K the company will have to deliver about 105K vehicles in 4Q which we continue to view as a difficult task'; Expects China Ramp To Be Major Focus On Earnings Call'\",\n   'date': '2019-10-18 14:37:00+00:00'},\n  {'title': \"Wedbush Maintains Neutral, $220 Tgt On Tesla Ahead Of Co's Earnings 10/23 After The Bell Notes 'While the company did hit the target set back in July to sequentially increase the amount of vehicles delivered which we applaud' 'it was only by ~1,700 units'\",\n   'date': '2019-10-18 14:37:00+00:00'},\n  {'title': 'How Earnings Season Is Playing Out In The WeTrader Paper Trading Competition',\n   'date': '2019-10-17 15:09:00+00:00'},\n  {'title': \"'Did Musk Already Reveal The Tesla Pickup Truck To the World?' -InsideEVs\",\n   'date': '2019-10-17 14:23:00+00:00'},\n  {'title': \"China's Ministry of Industry and Information Technology Grants Tesla Car Manufacturing Certificate\",\n   'date': '2019-10-17 08:13:00+00:00'},\n  {'title': 'EVs To The Rescue: Lessons From A California Blackout',\n   'date': '2019-10-16 20:23:00+00:00'},\n  {'title': \"'AIG Faces Potential Claim in Elon Musk Defamation Case, Filing Shows' -Bloomberg\",\n   'date': '2019-10-16 13:54:00+00:00'},\n  {'title': 'CleanTechnica Reports On Unofficial Leak Indicating Model Y Production May Be Starting In Q1 Of 2020',\n   'date': '2019-10-15 16:26:00+00:00'},\n  {'title': 'Tesla expands Powerwall Installations To Japan',\n   'date': '2019-10-15 12:06:00+00:00'},\n  {'title': \"Tesla shares are trading higher after Elon Musk gave hints about the company's pickup truck design, and called it the 'Cybertruck'. NOTE: Musk said that the company plans to unveil its electric pickup truck in November.\",\n   'date': '2019-10-14 15:36:00+00:00'},\n  {'title': \"Porsche Debuts The Taycan 4S, Its New 'Entry Level' Electric Car\",\n   'date': '2019-10-14 15:15:00+00:00'},\n  {'title': 'Earnings, Econ Numbers And The Beige Book Pepper The Second Round of The WeTrader Competition',\n   'date': '2019-10-14 14:06:00+00:00'},\n  {'title': 'Elon Musk Says Tesla Pickup Looks Like an Armored Personnel Carrier from the Future',\n   'date': '2019-10-14 08:45:00+00:00'},\n  {'title': 'Tesla Ends Sale Commission, Increases Salaries and Stock Bonus After Compensation Cut',\n   'date': '2019-10-13 13:03:00+00:00'},\n  {'title': 'WeTrader Competition: Round One Wrap-up',\n   'date': '2019-10-11 20:05:00+00:00'},\n  {'title': \"German Electric Vehicle Automaker Sees 'Huge Market Opportunity' In The US\",\n   'date': '2019-10-10 14:58:00+00:00'},\n  {'title': 'Elon Musk Tweet: Also adding Tesla Solar to our Supercharger stations as fast as possible. Goal is 24/7 clean power with no blackouts.',\n   'date': '2019-10-10 00:36:00+00:00'},\n  {'title': 'Elon Musk \\u200f Tweet: All Tesla Supercharger stations in regions affected by California power outages will have Tesla Powerpacks within next few weeks. Just waiting on permits.',\n   'date': '2019-10-10 00:35:00+00:00'},\n  {'title': 'Tesla To Report Q3 Earnings On Wed., Oct. 23, 2019 After Market Close',\n   'date': '2019-10-09 20:37:00+00:00'},\n  {'title': 'Has Nio Turned A Corner With Q3 Delivery Beat?',\n   'date': '2019-10-09 15:55:00+00:00'},\n  {'title': 'Renault Planning To Compete With Tesla In The Electric Market',\n   'date': '2019-10-09 13:46:00+00:00'},\n  {'title': \"Today's Pickup: Fool On For The Final Mile; IMO 2020's Long Reach\",\n   'date': '2019-10-07 19:14:00+00:00'},\n  {'title': \"Home Depot, Twilio And More 'Fast Money Halftime Report' Picks From October 7\",\n   'date': '2019-10-07 19:05:00+00:00'},\n  {'title': 'Best And Worst Short Ideas Of The Week',\n   'date': '2019-10-07 18:57:00+00:00'},\n  {'title': 'What Traders Should Watch For This Week As The WeTrader Paper Trading Competition Kicks Off',\n   'date': '2019-10-07 15:56:00+00:00'},\n  {'title': 'Tesla Acquires Canadian Battery Maker Hibar Systems',\n   'date': '2019-10-07 15:25:00+00:00'},\n  {'title': 'Electrek Reports Drone Footage Showing A Tesla Model 3 At A Tesla Gigafactory In China Where The Company Is Expected To Begin Model 3 Production',\n   'date': '2019-10-07 14:36:00+00:00'},\n  {'title': \"'Tesla reportedly bought a company that specializes in high-speed battery manufacturing' -CNBC\",\n   'date': '2019-10-07 14:04:00+00:00'},\n  {'title': 'Tesla Sets Record For Deliveries, But Stock Price Falls',\n   'date': '2019-10-04 18:49:00+00:00'},\n  {'title': 'Tesla Semi Electric Trucks Roll Into Frito-Lay Plant',\n   'date': '2019-10-04 18:29:00+00:00'},\n  {'title': \"A Look At Benzinga Pro's Most-Searched Tickers For October 4, 2019\",\n   'date': '2019-10-04 16:48:00+00:00'},\n  {'title': \"Got A Portfolio That Can't Be Beat? Webull Will Give You A Tesla Or Pay Down Your Student Loans If You Prove It\",\n   'date': '2019-10-04 16:03:00+00:00'},\n  {'title': \"'Tesla's software update that resulted in battery capacity loss is under probe by NHTSA' -Electrek\",\n   'date': '2019-10-04 14:53:00+00:00'},\n  {'title': 'US Auto Safety Regulators Reviewing Petition Suggesting 2K Tesla Vehicles Could Be Prone To Battery Fires',\n   'date': '2019-10-04 14:26:00+00:00'},\n  {'title': \"Benzinga Pro's Top 10 Most-Searched Tickers For Morning of Friday, October 4, 2019\",\n   'date': '2019-10-04 14:00:00+00:00'},\n  {'title': \"'Tesla is developing a bezel-less display technology with 'holographic' feature' -Electrek\",\n   'date': '2019-10-04 12:47:00+00:00'},\n  {'title': \"''There's absolutely no reason to own' Tesla in the near term, says wealth manager' -CNBC\",\n   'date': '2019-10-04 11:22:00+00:00'},\n  {'title': '42 Biggest Movers From Yesterday',\n   'date': '2019-10-04 08:36:00+00:00'},\n  {'title': 'Talk Of Tesla Acquiring Deepscale Accelerates Road-Ready Robotaxis',\n   'date': '2019-10-03 19:31:00+00:00'},\n  {'title': 'PreMarket Prep Recap: Bull And Bears, Tesla Falls Short',\n   'date': '2019-10-03 18:12:00+00:00'},\n  {'title': \"28 Stocks Moving In Thursday's Mid-Day Session\",\n   'date': '2019-10-03 16:45:00+00:00'},\n  {'title': \"A Look At Benzinga Pro's Most-Searched Tickers For October 3, 2019\",\n   'date': '2019-10-03 16:29:00+00:00'},\n  {'title': 'Tesla Analysts: While Short Of Expectations, Q3 Delivery Number Is Pretty Good',\n   'date': '2019-10-03 15:29:00+00:00'},\n  {'title': \"Morgan Stanley Maintains Equal-Weight, $230 Target On Tesla As Firm Notes 'The release of the 3Q delivery number was slightly below many real time buy side expectations, lending support to bears who see fundamental pressure ahead of 3Q results'\",\n   'date': '2019-10-03 15:28:00+00:00'},\n  {'title': \"Nomura Maintains Neutral, $270 Tgt On Tesla As Firm Notes 'Weaker Mix Overshadows Solid Model 3 Sales'; Expects 'investors to focus on the ongoing deceleration in sales of the premium luxury vehicles and the impact this will likely have on profitability'\",\n   'date': '2019-10-03 14:50:00+00:00'},\n  {'title': \"Benzinga Pro's Top 10 Most-Searched Tickers For Morning of Thursday, October 3, 2019\",\n   'date': '2019-10-03 14:11:00+00:00'},\n  {'title': 'Lots Of Earnings In The Mix as Market Digests PepsiCo Results, Awaits Costco',\n   'date': '2019-10-03 14:08:00+00:00'},\n  {'title': \"Benzinga's Top Upgrades, Downgrades For October 3, 2019\",\n   'date': '2019-10-03 14:07:00+00:00'},\n  {'title': \"Wedbush On Tesla Also Notes 'While the doomsday scenario is off the table with cash in the coffer (convert) and Model 3 sales ramping, the question on the minds of investors is around profits into 2020'\",\n   'date': '2019-10-03 13:41:00+00:00'},\n  {'title': \"Wedbush Maintains Neutral, $220 Target On Tesla As Firm Notes 'In our opinion this was an impressive delivery number for Tesla overall that should be viewed as a positive step in the right direction'\",\n   'date': '2019-10-03 13:41:00+00:00'},\n  {'title': \"Canaccord Genuity Maintains Buy, $350 Target On Tesla As Firm Notes Co. Reported 'essentially inline Q3 deliveries with record net new orders'; Firm Is 'encouraged that production woes appear to have abated'\",\n   'date': '2019-10-03 13:30:00+00:00'},\n  {'title': \"UPDATE: JMP On Tesla Also Notes 'yesterday's announcement was the first time since covering the stock that we found ourselves wondering whether demand growth for TSLA's cars might be leveling off'\",\n   'date': '2019-10-03 13:21:00+00:00'},\n  {'title': \"UPDATE: JMP Downgrades Tesla To Market Perform As Firm Notes 'unit production and delivery data yesterday, although not significantly far off consensus, undershot our higher Expectations'\",\n   'date': '2019-10-03 13:21:00+00:00'},\n  {'title': 'Tesla shares are trading lower after the company reported Q3 total production of 96,155 and deliveries of 97,000. JMP Securities also downgraded the stock from Market Outperform to Market Perform.',\n   'date': '2019-10-03 12:21:00+00:00'},\n  {'title': \"21 Stocks Moving in Thursday's Pre-Market Session\",\n   'date': '2019-10-03 12:07:00+00:00'},\n  {'title': \"'Tesla offers 72-hour backup of Sentry Mode videos in data collecting effort' -Electrek\",\n   'date': '2019-10-03 11:50:00+00:00'},\n  {'title': 'JMP Securities Downgrades Tesla to Market Perform',\n   'date': '2019-10-03 11:33:00+00:00'},\n  {'title': 'A Peek Into The Markets: US Stock Futures Up Ahead Of Economic Reports',\n   'date': '2019-10-03 11:22:00+00:00'},\n  {'title': '7 Stocks To Watch For October 3, 2019',\n   'date': '2019-10-03 08:38:00+00:00'},\n  {'title': 'Tesla Stock Drops After Coming Up Short On Q3 Vehicle Delivery Expectations',\n   'date': '2019-10-02 21:13:00+00:00'},\n  {'title': \"Tesla Says 'nearly all of our Model 3 orders were received from customers who did not previously hold a reservation, solidifying the transition to generating strong organic demand'\",\n   'date': '2019-10-02 20:34:00+00:00'},\n  {'title': 'Tesla Says Is Continuing To Focus On Increasing Production To Meet Demand',\n   'date': '2019-10-02 20:34:00+00:00'},\n  {'title': 'UPDATE: Tesla Q3 Model S/X Production 16.318K, Model 3 Production 79.837K',\n   'date': '2019-10-02 20:33:00+00:00'},\n  {'title': 'UPDATE: Tesla Q3 Model S/X Deliveries 17.4K, Model 3 Deliveries 79.6K',\n   'date': '2019-10-02 20:33:00+00:00'},\n  {'title': \"UPDATE: Tesla Says Delivery Count Should Be Viewed As 'Slightly Conservative'\",\n   'date': '2019-10-02 20:32:00+00:00'},\n  {'title': 'Tesla shares are trading lower after the company reported Q3 total production of 96,155 and deliveries of 97,000.',\n   'date': '2019-10-02 20:32:00+00:00'},\n  {'title': 'Tesla Says Entering Q4 With Increase In Order Backlog',\n   'date': '2019-10-02 20:31:00+00:00'},\n  {'title': 'Tesla Q3 Total Production 96,155, Deliveries 97K',\n   'date': '2019-10-02 20:31:00+00:00'},\n  {'title': 'National Highway Traffic Safety Admin. Says It Is In Ongoing Contact With Tesla, Continues To Gather Info',\n   'date': '2019-10-02 18:27:00+00:00'},\n  {'title': \"US Auto Safety Agency Says It Is Aware Of Reports Involving Tesla's 'Smart Summon' Feature\",\n   'date': '2019-10-02 18:27:00+00:00'},\n  {'title': 'Department Of Good News: Lennar Earnings Look Solid, SPX Still Within Long-Term Range',\n   'date': '2019-10-02 14:05:00+00:00'},\n  {'title': \"'Tesla Gigafactory 3 has major ongoing expansion and new Supercharger station' -Recent Electrek Article\",\n   'date': '2019-10-01 16:36:00+00:00'},\n  {'title': 'Tesla Deliver 7K+ Model 3 Cars in the Netherlands in Last 3 Months',\n   'date': '2019-10-01 08:45:00+00:00'}],\n '2019-11': [{'title': 'PreMarket Prep Recap: Muted Reaction To Trade Tensions, A Look At The Dividend Capture Strategy',\n   'date': '2019-11-29 18:23:00+00:00'},\n  {'title': \"Elon Musk Tweeted Last Night '\\u200f 250k', Indicating Total of  250K CyberTruck Orders\",\n   'date': '2019-11-27 11:13:00+00:00'},\n  {'title': \"Tesla shares are trading lower after China Renaissance downgraded the company's stock from Buy to Hold and announced a $346 price target.\",\n   'date': '2019-11-26 20:12:00+00:00'},\n  {'title': 'PreMarket Prep Recap: Q3 Earnings Season Coming To An End, Tesla Still Looks Toppy',\n   'date': '2019-11-26 17:09:00+00:00'},\n  {'title': \"Today's Pickup: Schneider Adds Tool To Allow Carriers To Book Loads At The Click Of A Button\",\n   'date': '2019-11-26 16:17:00+00:00'},\n  {'title': \"Benzinga's Top Upgrades, Downgrades For November 26, 2019\",\n   'date': '2019-11-26 14:59:00+00:00'},\n  {'title': 'Elon Musk And Neil deGrasse Tyson Talk Physics Of Tesla Cybertruck, Ford F-150',\n   'date': '2019-11-26 13:51:00+00:00'},\n  {'title': 'China Renaissance Downgrades Tesla to Hold, Announces $346 Price Target',\n   'date': '2019-11-26 11:22:00+00:00'},\n  {'title': 'Musk and UK Caver To Testify In Defamation Trial',\n   'date': '2019-11-26 05:05:00+00:00'},\n  {'title': 'PreMarket Prep Recap: Merger Monday, Tesla Two-Step, Street Fades Netflix Downgrade',\n   'date': '2019-11-25 20:31:00+00:00'},\n  {'title': 'Porsche To Feature Taycan Electric Vehicle In Super Bowl Ad',\n   'date': '2019-11-25 20:00:00+00:00'},\n  {'title': \"Today's Pickup: A Race To The Bottom In E-Grocery Delivery; Stylish Delivery Robots; Using The Bathroom While You Work At UP\",\n   'date': '2019-11-25 19:00:00+00:00'},\n  {'title': 'Musk Shows His Mastery Yet Again As Orders Pick Up Despite Launch Fail',\n   'date': '2019-11-25 15:54:00+00:00'},\n  {'title': 'Retail Still Front And Center As Holiday Week Kicks Off',\n   'date': '2019-11-25 15:20:00+00:00'},\n  {'title': \"Benzinga Pro's Top 6 Stocks To Watch For Mon., Nov. 25, 2019: TSLA, UBER, IBKR, XRX, DIS, EBAY\",\n   'date': '2019-11-25 13:54:00+00:00'},\n  {'title': \"Tesla shares are trading higher after it was reported the company's Cybertruck has reached 200K online preorders.\",\n   'date': '2019-11-25 12:30:00+00:00'},\n  {'title': \"18 Stocks Moving In Monday's Pre-Market Session\",\n   'date': '2019-11-25 12:15:00+00:00'},\n  {'title': '50 Biggest Movers From Friday',\n   'date': '2019-11-25 11:30:00+00:00'},\n  {'title': \"China's EV Market to See Sales Rebound Next Year\",\n   'date': '2019-11-25 10:43:00+00:00'},\n  {'title': \"Tesla's Cybertruck Reaches 200,000 Preorders\",\n   'date': '2019-11-25 06:41:00+00:00'},\n  {'title': 'Tesla Received Another 41,000 Cybertruck Orders Since Yesterday, Bringing Total to 187,000',\n   'date': '2019-11-24 20:42:00+00:00'},\n  {'title': 'Elon Musk Tweet: 146k Cybertruck orders so far, with 42% choosing dual, 41% tri & 17% single motor',\n   'date': '2019-11-23 21:06:00+00:00'},\n  {'title': \"Barron's Picks And Pans: Pfizer's New Identity, Electric Vehicles, Hong Kong Exodus — And Is The Bull Market About To End?\",\n   'date': '2019-11-23 20:42:00+00:00'},\n  {'title': 'Bulls And Bears Of The Week: Nio, Target, Apple and More',\n   'date': '2019-11-23 20:17:00+00:00'},\n  {'title': 'Electric Trucks: What Tesla, Rivian, The Big 3 Are Bringing To Market',\n   'date': '2019-11-22 21:43:00+00:00'},\n  {'title': \"Tesla's Triangular Nightmare: Cybertruck – What The Truck?!?\",\n   'date': '2019-11-22 21:15:00+00:00'},\n  {'title': \"Why Tesla Shorts Can't Stop, Won't Stop\",\n   'date': '2019-11-22 19:36:00+00:00'},\n  {'title': 'David Einhorn Tweets an Email He Sent to Elon Musk',\n   'date': '2019-11-22 18:48:00+00:00'},\n  {'title': \"41 Stocks Moving In Friday's Mid-Day Session\",\n   'date': '2019-11-22 18:05:00+00:00'},\n  {'title': 'Why Elon Musk Had To Apologize For Smoking Weed With Joe Rogan',\n   'date': '2019-11-22 17:56:00+00:00'},\n  {'title': 'PreMarket Prep Recap: Tesla Price Action Mimics Window Smashing',\n   'date': '2019-11-22 17:54:00+00:00'},\n  {'title': \"'Cramer compares the Tesla Cybertruck to the spectacular failure of the Ford Edsel 60 years ago' -CNBC\",\n   'date': '2019-11-22 16:50:00+00:00'},\n  {'title': \"Mixed Reactions To Tesla's Cybertruck: Is Futuristic Design A Sales Driver Or Just Weird?\",\n   'date': '2019-11-22 16:45:00+00:00'},\n  {'title': \"Why Tesla's Cracked Cybertruck Window May Have Been A Shrewd Marketing Move\",\n   'date': '2019-11-22 16:19:00+00:00'},\n  {'title': \"Benzinga Pro's Top 5 Stocks To Watch For Fri., Nov. 22, 2019: TSLA, UBER, SPLK, EYEG, WKHS\",\n   'date': '2019-11-22 14:02:00+00:00'},\n  {'title': 'Regulators Waver On Autonomous Vehicle Crash Safety Oversight',\n   'date': '2019-11-22 13:53:00+00:00'},\n  {'title': \"22 Stocks Moving in Friday's Pre-Market Session\",\n   'date': '2019-11-22 12:20:00+00:00'},\n  {'title': \"Tesla shares are trading lower following Thursday's Cybertruck unveil.\",\n   'date': '2019-11-22 12:11:00+00:00'},\n  {'title': 'Tesla Unveils Electric Pickup Truck Priced at $39,900',\n   'date': '2019-11-22 10:58:00+00:00'},\n  {'title': \"Panasonic Won't Make Batteries For Tesla In China\",\n   'date': '2019-11-22 07:45:00+00:00'},\n  {'title': \"Tesla Unveils 'Bulletproof' Cybertruck With 'Unbreakable Glass'\",\n   'date': '2019-11-22 04:43:00+00:00'},\n  {'title': \"'Lordstown Motors claims it's going to beat Tesla to market with all-electric pickup with $52,500 price' -Electrek\",\n   'date': '2019-11-21 21:03:00+00:00'},\n  {'title': \"Jim Chanos In Hedgeye Webcast Says 'Tesla is and remains one of our biggest and our best short positions.'\",\n   'date': '2019-11-21 19:03:00+00:00'},\n  {'title': 'Shares of several auto-related companies are trading lower in sympathy with the overall market on worries around the U.S.-China trade deal. A report said the phase one deal between the two countries may not be completed before 2020.',\n   'date': '2019-11-20 19:45:00+00:00'},\n  {'title': \"What Tesla Analysts Are Saying Ahead Of Thursday's 'Cybertruck' Event\",\n   'date': '2019-11-20 18:28:00+00:00'},\n  {'title': 'Out Of This World: Is Space A New Twist On Frontier Investing?',\n   'date': '2019-11-20 18:07:00+00:00'},\n  {'title': \"Today's Pickup: Hyperloop Route Between Chicago To Pittsburgh Can Create 900,000 Jobs Over A 25-Year Period\",\n   'date': '2019-11-20 16:56:00+00:00'},\n  {'title': \"Nio CEO Confident Following Rebound In Deliveries: 'Spring For Electric Vehicles Is Near'\",\n   'date': '2019-11-20 16:44:00+00:00'},\n  {'title': \"'2020 Tesla Model S And Model X Standard Range Show Up On EPA Site' -InsideEVs\",\n   'date': '2019-11-20 16:39:00+00:00'},\n  {'title': \"'Tesla Cybertruck: Elon Musk has to deliver on high expectations, like $50,000 price tag' -Electrek\",\n   'date': '2019-11-20 15:39:00+00:00'},\n  {'title': \"Shopify's Quest Of Being Anti-Amazon Is Giving Amazon A Run For Its Money\",\n   'date': '2019-11-20 14:57:00+00:00'},\n  {'title': \"Benzinga Pro's Top 5 Stocks To Watch For Wed., Nov. 20, 2019: TSLA, PDD, CRM, TGT, CGC\",\n   'date': '2019-11-20 13:52:00+00:00'},\n  {'title': 'Credit Suisse Previews Tesla Event Thurs., Reminds Main Event Remains Models 3, Y, Highlights Volumes For Pickup Likely A Fraction Of 3, Y Units, Sees ~50K Units For Pickup By 2025 vs ~300K For 3, ~400K For Y',\n   'date': '2019-11-20 13:28:00+00:00'},\n  {'title': \"UPDATE: Wedbush Sees Tesla Cybertruck Helping Co. 'expand its market opportunity outside itscore customer base over time,' But Has Concerns Of Difficulty In Gaining Market Share From Stalwarts Such As Ford, GM\",\n   'date': '2019-11-20 13:18:00+00:00'},\n  {'title': \"Wedbush Previews Tesla's Cybertruck Event Thurs.: Sees Base Version Of Pickup Costing ~$50K, Sees Possibility For Different Versions Offering More Or Less Seats, Interior Design, Towing Capacity, Longer Battery Range\",\n   'date': '2019-11-20 13:16:00+00:00'},\n  {'title': 'CBOE, IBM Watson, Sequentum Execs On Alternative Data: Quality Is Key',\n   'date': '2019-11-19 21:10:00+00:00'},\n  {'title': 'Tesla shares are trading higher after the company said its China-made Model 3 Standard Range Plus will arrive in stores Friday.',\n   'date': '2019-11-19 18:32:00+00:00'},\n  {'title': \"Today's Pickup: Ferrero Turns To FourKites To Track Shipments\",\n   'date': '2019-11-19 16:29:00+00:00'},\n  {'title': \"Bezos' Blue Origin, Musk's SpaceX Can Bid On The Next Big NASA Contract\",\n   'date': '2019-11-19 16:15:00+00:00'},\n  {'title': 'An Active Approach To Autonomous Vehicle Investing',\n   'date': '2019-11-19 15:28:00+00:00'},\n  {'title': \"What To Expect From Tesla's 'Cybertruck' Event\",\n   'date': '2019-11-19 14:15:00+00:00'},\n  {'title': 'Tesla Tuesday said China made #Model3 Standard Range Plus will arrive in stores on Friday',\n   'date': '2019-11-19 12:13:00+00:00'},\n  {'title': 'Didi Chuxing to Trial Japan Premium Service with Tesla, Mercedes Cars',\n   'date': '2019-11-19 10:40:00+00:00'},\n  {'title': \"'Tesla Model 3 Performance Sets New 1/2-Mile Record, Crushes Hellcat' -InsideEVs\",\n   'date': '2019-11-18 16:05:00+00:00'},\n  {'title': 'Deutsche Bank Maintains Hold on Tesla, Raises Price Target to $290',\n   'date': '2019-11-18 14:49:00+00:00'},\n  {'title': \"What To Know About Ford's Electric Mustang Mach-E\",\n   'date': '2019-11-18 14:37:00+00:00'},\n  {'title': \"Nissan's Nightmare Isn't Over Yet\",\n   'date': '2019-11-18 14:11:00+00:00'},\n  {'title': 'Volkswagen CEO Says There Are No Common Projects on Sourcing or Technology With Tesla',\n   'date': '2019-11-18 11:13:00+00:00'},\n  {'title': \"Barron's Picks And Pans: Medtronic, Tesla, Walmart And More\",\n   'date': '2019-11-17 17:49:00+00:00'},\n  {'title': 'Volkswagen CEO Says Co. Not Considering Any Cooperation With Tesla',\n   'date': '2019-11-15 14:26:00+00:00'},\n  {'title': \"Latest Consumer Reports Report Restored Recommended Rating To 2 Of Tesla's Models, The 3 And S\",\n   'date': '2019-11-14 17:48:00+00:00'},\n  {'title': 'Morgan Stanley: Tesla China Margins Could Exceed 30%',\n   'date': '2019-11-13 15:50:00+00:00'},\n  {'title': 'Tesla Finally Settles On Berlin For Its Next Gigafactory',\n   'date': '2019-11-13 15:38:00+00:00'},\n  {'title': \"German Gov't. Official Says Tesla German Plant Production Expected To Start In Q1'21\",\n   'date': '2019-11-13 13:25:00+00:00'},\n  {'title': 'REX Shares Rolls Out A New ETN For FAANG Fans',\n   'date': '2019-11-13 12:20:00+00:00'},\n  {'title': \"Germany's Altmaier Says Tesla Move To Germany Is Recognition Of Country's Attractiveness As Location For Production\",\n   'date': '2019-11-13 12:10:00+00:00'},\n  {'title': \"Tesla Obtained Mass Production License For Pure Electric Passenger Cars From China's MIIT\",\n   'date': '2019-11-13 09:32:00+00:00'},\n  {'title': 'Tesla Gigafactory Europe to be Built in Germany, Not UK, as Elon Musk Blames Brexit Uncertainty',\n   'date': '2019-11-13 09:00:00+00:00'},\n  {'title': \"Tesla's Chinese Competitor Raises $400M\",\n   'date': '2019-11-13 08:37:00+00:00'},\n  {'title': 'Tesla To Open A Gigafactory In Berlin',\n   'date': '2019-11-13 04:38:00+00:00'},\n  {'title': \"'Tesla to locate first European production plant in Berlin' -FT\",\n   'date': '2019-11-12 21:57:00+00:00'},\n  {'title': \"Is Tesla's 40% Run Just The Beginning?\",\n   'date': '2019-11-12 20:46:00+00:00'},\n  {'title': \"'Tesla's safety problems at its Nevada Gigafactory detailed in new report' -CNBC\",\n   'date': '2019-11-12 19:40:00+00:00'},\n  {'title': \"'California drops EV rebates for cars over $60k, plug-ins below 35 miles of EV range' -Electrek\",\n   'date': '2019-11-12 18:18:00+00:00'},\n  {'title': \"Morgan Stanley Maintains Neutral, $250 Target On Tesla Ahead Of Co's Pickup Truck Unveil On November 21st As Firm Notes 'The event is significant as it marks a foray into one of the largest and most profitable segments in global autos'\",\n   'date': '2019-11-12 16:37:00+00:00'},\n  {'title': \"'Tesla is planning new largest Supercharger V3 station to connect LA and Phoenix'  -Electrek\",\n   'date': '2019-11-12 14:39:00+00:00'},\n  {'title': 'Nio Could Be In For More Pain As Industry Association Issues Bleak EV Sales Forecast',\n   'date': '2019-11-11 20:17:00+00:00'},\n  {'title': \"Jefferies Raises Tesla Price Target To $400: 'A Better Foundation'\",\n   'date': '2019-11-11 17:11:00+00:00'},\n  {'title': 'Tesla shares are trading higher after Jefferies maintained its Buy rating on the stock and raised the price target from $300 to $400 per share.',\n   'date': '2019-11-11 15:04:00+00:00'},\n  {'title': \"UPDATE: Jefferies On Tesla Notes 'Stabilization in 2019 sets a better foundation for a return to growth in 2020 revenue and earnings. We continue to see Tesla maintaining its edge in product, affordability and technology'\",\n   'date': '2019-11-11 14:57:00+00:00'},\n  {'title': \"UPDATE: Jefferies Keeps Buy On Tesla, Raises Target To $400 Notes 'Without assuming it is smooth sailing from here, Q3 reported gross margin levels that are consistent with sustained profitability while ASPs should stabilize ahead of H2 2020 improvements'\",\n   'date': '2019-11-11 14:57:00+00:00'},\n  {'title': \"'Tesla unveils Model 3 made-in-China with media test drives' -Electrek\",\n   'date': '2019-11-11 14:55:00+00:00'},\n  {'title': 'Jefferies Raises Tesla Price Target From $300 To $400',\n   'date': '2019-11-11 13:54:00+00:00'},\n  {'title': 'Jefferies Maintains Buy on Tesla, Raises Price Target to $400',\n   'date': '2019-11-11 13:53:00+00:00'},\n  {'title': 'Sales of Automobiles in China Have Declined for 16 Consecutive Months in October, According to China Association of #automobile Manufacturers',\n   'date': '2019-11-11 09:29:00+00:00'},\n  {'title': 'Bulls And Bears Of The Week: Roku, Tesla, Twitter, Uber And More',\n   'date': '2019-11-09 21:43:00+00:00'},\n  {'title': 'Cramer Weighs In On Nike, Beyond Meat And More',\n   'date': '2019-11-09 21:18:00+00:00'},\n  {'title': 'Musk Vs. Einhorn: Tesla CEO Offers Hedge Fund Manager A Pair Of Short Shorts',\n   'date': '2019-11-08 19:47:00+00:00'},\n  {'title': 'These Are The Stocks Being Traded By Some Of The Top Traders On Webull',\n   'date': '2019-11-08 16:44:00+00:00'},\n  {'title': \"Elon Musk Taunts Tesla Short David Einhorn and Makes Him Smart Offer He Can't Refuse\",\n   'date': '2019-11-08 09:49:00+00:00'},\n  {'title': 'China Considers Cutting Electric-Car Subsidies Again',\n   'date': '2019-11-08 09:43:00+00:00'},\n  {'title': \"3 Reasons Why Tesla Will Hit $6,000, According To Ark Invest's Catherine Wood\",\n   'date': '2019-11-07 17:45:00+00:00'},\n  {'title': \"Tesla shares are trading higher on continued momentum after S&P affirms its ratings on the stock and raised its outlook from Negative to positive. The S&P outlook upgrade is related to the improving business prospects and the increased likelihood of the company's credit metric that will improve more than the S&P's base case projection.\",\n   'date': '2019-11-07 16:11:00+00:00'},\n  {'title': 'Tesla shares are trading higher after S&P affirms its ratings on the stock and raised its outlook from Negative to positive.',\n   'date': '2019-11-06 20:18:00+00:00'},\n  {'title': \"UPDATE: S&P Outlook Upgrade On Tesla Related To 'Improving Business Prospects,' 'Increased Likelihood Co.'s Credit Metrics Will Improve More Than S&P's Base-Case Projection'\",\n   'date': '2019-11-06 19:45:00+00:00'},\n  {'title': 'Tesla Shares Tick To Session High, Up 1.2%, As Hearing S&P Affirms Ratings, Raises Outlook From Negative To Positive',\n   'date': '2019-11-06 19:32:00+00:00'},\n  {'title': 'Elon Musk On Twitter Says Tesla Plans On Using Higher Capacity Battery Pack For Model S And X',\n   'date': '2019-11-06 18:14:00+00:00'},\n  {'title': \"Today's Pickup: India Gains $755 Million In Additional Exports To The US Due To US-China Trade War\",\n   'date': '2019-11-06 17:49:00+00:00'},\n  {'title': \"Uber Is Still Whitney Tilson's Favorite Short Idea\",\n   'date': '2019-11-06 16:50:00+00:00'},\n  {'title': \"'Tesla is planning massive service and charging expansion in China ahead of Gigafactory 3 volume' -Electrek\",\n   'date': '2019-11-06 15:50:00+00:00'},\n  {'title': \"China's Electric Utility Giant State Grid Said a National Network of EV Charging Stations Has Been Built\",\n   'date': '2019-11-06 09:30:00+00:00'},\n  {'title': 'Tesla Reaches Preliminary Battery-Supply Deal With CATL',\n   'date': '2019-11-06 09:27:00+00:00'},\n  {'title': 'Tesla Plans to Revamp Showrooms in China to Support Delivery and Maintenance',\n   'date': '2019-11-06 09:07:00+00:00'},\n  {'title': 'Elon Musk Pitches Tesla Electric Pickup Truck to the US Military',\n   'date': '2019-11-06 08:42:00+00:00'},\n  {'title': 'Tesla Reaches Preliminary Battery-Supply Deal With CATL',\n   'date': '2019-11-06 00:36:00+00:00'},\n  {'title': \"October's IMX Reveals Traders Making The Most Of The Rally While It Lasts\",\n   'date': '2019-11-05 19:10:00+00:00'},\n  {'title': 'Nio To Go Driverless In China With Mobileye Collaboration',\n   'date': '2019-11-05 18:18:00+00:00'},\n  {'title': \"'Russian engineer sends Elon Musk design for crypto protection of Tesla' -Earlier TASS Article\",\n   'date': '2019-11-05 16:20:00+00:00'},\n  {'title': 'Hearing Walmart And Tesla Agree To End Solar Panel Lawsuit; Unconfirmed',\n   'date': '2019-11-05 15:03:00+00:00'},\n  {'title': 'Investor Movement Index Summary: October 2019',\n   'date': '2019-11-05 14:36:00+00:00'},\n  {'title': 'Tesla Chairwoman Robyn Denholm Says Firm Has 42,000 Employees Globally and 3,200 in China; Says Already Producing in China Factory',\n   'date': '2019-11-05 09:25:00+00:00'},\n  {'title': \"Tesla Shares Unaffected Following Earlier Bloomberg Article 'Hedge Fund Scraps Tesla Short in New Letter After Surprise Rally'\",\n   'date': '2019-11-04 18:14:00+00:00'},\n  {'title': 'WeTrader Competition: Round Four Wrap-up',\n   'date': '2019-11-01 21:15:00+00:00'},\n  {'title': \"'Forging Their Own Path': The Top Stocks Owned By Millennials\",\n   'date': '2019-11-01 19:27:00+00:00'},\n  {'title': \"'Tesla increases range and price of the Model 3 Long Range' -Electrek\",\n   'date': '2019-11-01 17:54:00+00:00'},\n  {'title': \"'Going offline' -Tesla's Elon Musk; Reminder Musk Has Done This Previously\",\n   'date': '2019-11-01 15:45:00+00:00'},\n  {'title': '\\'Per $TSLA, these 8 pages of comprehensive NHTSA investigative demands NHTSA constitute a mere \"request for information\"...Tesla has used this language to hide subpoenas as well...\\' -Tweet From Stanphyl Capital\\'s Mark Spiegel',\n   'date': '2019-11-01 14:35:00+00:00'},\n  {'title': \"Norway's New Car Sales -10.1% YoY In October; Electric Cars Represented 35.7% Share Of All New Car Sales In Norway In October\",\n   'date': '2019-11-01 13:04:00+00:00'}],\n '2019-12': [{'title': '10 Things You Stopped Using This Decade',\n   'date': '2019-12-31 16:30:00+00:00'},\n  {'title': \"4 Consumer Cyclical Stocks Moving In Tuesday's Pre-Market Session\",\n   'date': '2019-12-31 12:58:00+00:00'},\n  {'title': \"'Car And Driver's Long-Term Tesla Model Had 3-Way Failure While Parked' -InsideEVs\",\n   'date': '2019-12-31 12:50:00+00:00'},\n  {'title': \"'Tesla Model 3 Deliveries In The Netherlands Exceed 11,000 This Month' -Inside EVs\",\n   'date': '2019-12-30 18:57:00+00:00'},\n  {'title': \"'Tesla delays some US deliveries to next year in end-of-year rush ' -Electrek\",\n   'date': '2019-12-30 17:48:00+00:00'},\n  {'title': \"Wedbush Projects Apple To Dominate 5G 'Super Cycle,' Disney To Beat Netflix\",\n   'date': '2019-12-30 15:00:00+00:00'},\n  {'title': \"'Tesla batteries help power new solar water desalination plant in Africa' -Electrek\",\n   'date': '2019-12-30 14:58:00+00:00'},\n  {'title': \"Tesla shares are trading lower after Cowen & Co maintained an underperform rating despite raising the price target from $190 to $210. The firm noted 'We believe Tesla will deliver ~356k vehicles for the year, just slightly missing the low end of the 360-400k delivery guide for the year.'\",\n   'date': '2019-12-30 14:50:00+00:00'},\n  {'title': \"Inside EVs Video Shows Tesla Gigafactory 3 Parking Lot Is 'Almost Complete'\",\n   'date': '2019-12-30 14:30:00+00:00'},\n  {'title': \"Cowen Still Bearish On Tesla, Says Chinese And Dutch Help Isn't Enough\",\n   'date': '2019-12-30 14:25:00+00:00'},\n  {'title': '10 Biggest Price Target Changes For Monday',\n   'date': '2019-12-30 13:58:00+00:00'},\n  {'title': \"UPDATE: Cowen On Tesla Notes 'Despite commentary earlier this year suggesting a smoothing of deliveries throughout the quarter, Tesla appears to continue to stress its logistics for end of quarter surges'\",\n   'date': '2019-12-30 13:27:00+00:00'},\n  {'title': \"UPDATE: Cowen On Tesla Notes 'We are raising our 4Q19 delivery estimate from 95k to 101k to reflect better expectations for both the Netherlands and China ahead of anticipated subsidy reductions in 2020'\",\n   'date': '2019-12-30 13:26:00+00:00'},\n  {'title': \"UPDATE: Cowen Maintains Underperform On Tesla, Raises Target To $210 Notes 'We believe Tesla will deliver ~356k vehicles for the year, just slightly missing the low end of the 360-400k delivery guide for the year'\",\n   'date': '2019-12-30 13:26:00+00:00'},\n  {'title': 'Chinese EV Manufacturer Nio Rallies On Q3 Earnings, Sales Beat',\n   'date': '2019-12-30 12:51:00+00:00'},\n  {'title': 'Cowen & Co. Maintains Underperform on Tesla, Raises Price Target to $210',\n   'date': '2019-12-30 11:23:00+00:00'},\n  {'title': 'Tesla China General Manager Wang Hao Says Sales of China-made Model 3 Have Been Very Good',\n   'date': '2019-12-30 10:26:00+00:00'},\n  {'title': 'Tesla Delivers 15 China Made Model 3 Vehicles From Its Shanghai Plant; Tesla Senior China Official Xue Juncheng Says Firm Will Build Dozens of New Tesla Centers in China Next Year',\n   'date': '2019-12-30 10:24:00+00:00'},\n  {'title': 'Tesla Begins Delivery Of First China-Made Model',\n   'date': '2019-12-30 07:54:00+00:00'},\n  {'title': 'Bulls And Bears Of The Week: Amazon, Apple, Boeing, Netflix, Tesla And More',\n   'date': '2019-12-28 21:46:00+00:00'},\n  {'title': 'Tesla Option Alert: Fri $430 Calls Sweep (2) near the Ask: 761 @ $0.625 vs 5543 OI; Earnings 1/29 After Close [est] Ref=$430.015',\n   'date': '2019-12-27 20:07:00+00:00'},\n  {'title': \"Citron Research Says Tesla Shares Are Doing 'Too Much Too Fast'\",\n   'date': '2019-12-27 18:46:00+00:00'},\n  {'title': 'Stocks That Hit 52-Week Highs On Friday',\n   'date': '2019-12-27 16:27:00+00:00'},\n  {'title': 'Cox Auto Sees Total Auto Sales For 2019 17M+ Units',\n   'date': '2019-12-27 16:04:00+00:00'},\n  {'title': 'Cox Auto Sees Dec. Auto Sales Volume Down 3.2% Year Over Year To 1.58M Units',\n   'date': '2019-12-27 16:03:00+00:00'},\n  {'title': \"'Tesla Files New Patent For Advanced Battery Chemistry' -InsideEVs\",\n   'date': '2019-12-27 15:59:00+00:00'},\n  {'title': '\\'Citron took A LOT of criticism for change of heart on TSLA. Short interest now at all-time lows. Capitulation has created a \"too much too fast\" stock.  Short term risk/reward now skewed to downside. Much respect to Musk but we are buyers 100 pts lower\\'',\n   'date': '2019-12-27 15:33:00+00:00'},\n  {'title': 'Kenny Glick Says Believes AMD Still Has Not Hit All-Time Highs, Also Still Likes Tesla At Current Levels',\n   'date': '2019-12-27 14:01:00+00:00'},\n  {'title': \"5 Consumer Cyclical Stocks Moving In Friday's Pre-Market Session\",\n   'date': '2019-12-27 13:22:00+00:00'},\n  {'title': 'Tesla To Start Delivering Its First China-Made Models On Monday',\n   'date': '2019-12-27 10:45:00+00:00'},\n  {'title': 'China Finance Ministry Says Will Support Development of New Energy Vehicles',\n   'date': '2019-12-27 10:32:00+00:00'},\n  {'title': \"China Adds Tesla's China-Made Model 3 To List Of NEV Exempt From Purchase Tax\",\n   'date': '2019-12-27 10:18:00+00:00'},\n  {'title': 'Tesla to Deliver 15 China-made Model 3 Vehicles to Customers on December 30',\n   'date': '2019-12-27 10:16:00+00:00'},\n  {'title': 'Tesla Gets $1.6B Loan From Chinese Banks For Shanghai Gigafactory',\n   'date': '2019-12-27 04:32:00+00:00'},\n  {'title': 'Tesla 8-K Shows Co. Enter Deals With Syndicate Of Lenders In China For RMB9B Secured Term Loan, RMB2.25M Unsecured Revolving Facility',\n   'date': '2019-12-26 22:05:00+00:00'},\n  {'title': \"Gene Munster Talks Tesla's Opportunity, Apple's Valuation, Netflix's Headwinds\",\n   'date': '2019-12-26 19:16:00+00:00'},\n  {'title': \"'Turn on auto navigate feature & car will activate traffic-based navigation to work, home or calendar, depending on context, as soon as you sit down. No input required at all' -Tweet Form Elon Musk\",\n   'date': '2019-12-26 19:10:00+00:00'},\n  {'title': \"Tesla's Elon Musk Responds To Tweet In Which Tesla Fan Asks If Co. Could Add Disney+ To Tesla Theatre In Future, Says 'Coming soon'\",\n   'date': '2019-12-26 18:16:00+00:00'},\n  {'title': 'Tesla Option Alert: Jan 3 $500 Calls at the Ask: 500 @ $0.671 vs 1763 OI; Earnings 1/29 After Close [est] Ref=$430.7487',\n   'date': '2019-12-26 15:17:00+00:00'},\n  {'title': 'Morgan Stanley Says Tesla Faces Strong Competition From Rivian, Others',\n   'date': '2019-12-26 14:58:00+00:00'},\n  {'title': '8 Biggest Price Target Changes For Thursday',\n   'date': '2019-12-26 14:10:00+00:00'},\n  {'title': 'Starsky Robotics Seeks Potential Buyers As Autonomous Startup Struggles To Raise Funds',\n   'date': '2019-12-26 13:40:00+00:00'},\n  {'title': 'Wedbush Maintains Neutral on Tesla, Raises Price Target to $370',\n   'date': '2019-12-26 12:03:00+00:00'},\n  {'title': 'Tesla Gigafactory 3 Shanghai Photos Hint at Impending Mass MIC Model 3 Deliveries',\n   'date': '2019-12-26 00:28:00+00:00'},\n  {'title': 'PreMarket Prep Recap: The Importance Of PRs, FedEx Downgrade And Interviews With A Tesla Bear And Bull',\n   'date': '2019-12-24 17:18:00+00:00'},\n  {'title': \"Morgan Stanley On Tesla Hitting $420: 'Fundamentally Overvalued, Strategically Undervalued'\",\n   'date': '2019-12-24 15:10:00+00:00'},\n  {'title': \"GLJ's Johnson Says Believes Tesla Will Have Big Issues To Deal With In 2020, Notes Gov't Incentive To Buy A Tesla Will Go Away In Just A Few Days (Starting 2020)\",\n   'date': '2019-12-24 13:49:00+00:00'},\n  {'title': \"GLJ's Gordon Johnson, On Benzinga's PreMarket Prep, Says Believes Valuation For Tesla Has Completely Decoupled From Reality, Notes Tesla's Enterprise Value Now More Than GM, Ford Combined\",\n   'date': '2019-12-24 13:47:00+00:00'},\n  {'title': \"Benzinga Pro's Top 5 Stocks To Watch For Tues., Dec. 24, 2019: TSLA, WCC, ACST, YMAB, ITCI\",\n   'date': '2019-12-24 13:13:00+00:00'},\n  {'title': \"Today's Pickup: Car Hauling's Challenging Times; Amazon's Foray Into Freestanding Logistics\",\n   'date': '2019-12-23 19:15:00+00:00'},\n  {'title': \"PreMarket Prep Recap: $TSLAQ Crowd Continues To Be Punished, Eli Lilly's Incredible Friday Open\",\n   'date': '2019-12-23 18:27:00+00:00'},\n  {'title': 'Rivian Closes $1.3B Funding Round',\n   'date': '2019-12-23 17:46:00+00:00'},\n  {'title': \"'Whoa … the stock is so high lol' -Tweet From Elon Musk\",\n   'date': '2019-12-23 16:06:00+00:00'},\n  {'title': \"'Funding Secured': Tesla's Stock Hits Musk's Infamous $420 Level\",\n   'date': '2019-12-23 16:06:00+00:00'},\n  {'title': 'Tesla Shares Pullback From Session High At $420.42; Shares Up 3.3% For Session',\n   'date': '2019-12-23 16:05:00+00:00'},\n  {'title': 'Stocks That Hit 52-Week Highs On Monday',\n   'date': '2019-12-23 15:20:00+00:00'},\n  {'title': \"'Tesla scores large order from taxi company in Germany' -Electrek\",\n   'date': '2019-12-23 15:13:00+00:00'},\n  {'title': 'Tesla shares are trading higher following reports the company is borrowing $1.4 billion from Chinese banks for its Shanghai factory.',\n   'date': '2019-12-23 12:56:00+00:00'},\n  {'title': \"6 Consumer Cyclical Stocks Moving In Monday's Pre-Market Session\",\n   'date': '2019-12-23 12:55:00+00:00'},\n  {'title': 'Tesla Reportedly Borrowing $1.4B From Chinese Banks For Shanghai Factory',\n   'date': '2019-12-23 12:51:00+00:00'},\n  {'title': 'Tesla Publishes a Software Update, According to Electrek',\n   'date': '2019-12-23 12:20:00+00:00'},\n  {'title': 'Tesla to Take New $1.4B Loan from Chinese Banks for Shanghai Factory',\n   'date': '2019-12-23 09:54:00+00:00'},\n  {'title': \"Tesla's Chief of Production, Bert Bruggeman, Steps Down\",\n   'date': '2019-12-22 17:22:00+00:00'},\n  {'title': \"Benzinga's Bulls And Bears Of The Week: Apple, Microsoft, Netflix, Peloton And More\",\n   'date': '2019-12-21 19:33:00+00:00'},\n  {'title': 'We Tested Your Tesla Knowledge. Here Are The Results.',\n   'date': '2019-12-21 16:35:00+00:00'},\n  {'title': 'A Tesla Short Squeeze Years In The Making May Have Finally Arrived',\n   'date': '2019-12-20 18:05:00+00:00'},\n  {'title': 'Stocks That Hit 52-Week Highs On Friday',\n   'date': '2019-12-20 16:59:00+00:00'},\n  {'title': \"'Tesla delivers 5,000 cars in November alone in China' -Electrek\",\n   'date': '2019-12-20 16:04:00+00:00'},\n  {'title': \"'Tesla opens first Supercharger V3 in Europe' -Electrek\",\n   'date': '2019-12-20 14:18:00+00:00'},\n  {'title': \"7 Consumer Cyclical Stocks Moving In Friday's Pre-Market Session\",\n   'date': '2019-12-20 13:13:00+00:00'},\n  {'title': 'Tesla Adds Internet-Connected Video Games, More Content To Chinese Customers',\n   'date': '2019-12-20 11:58:00+00:00'},\n  {'title': \"'Tesla partners with EVgo to deploy Tesla connectors on their nationwide charging network' -Electrek\",\n   'date': '2019-12-19 18:40:00+00:00'},\n  {'title': 'Tesla shares are trading higher, breaking above the $400 level. Positive catalysts in recent days include reports suggesting the company could cut prices of China-built Model 3s next year and the extension of US EV tax credits.',\n   'date': '2019-12-19 16:45:00+00:00'},\n  {'title': \"Tesla's Stock Crosses $400 Per Share For The First Time Ever\",\n   'date': '2019-12-19 16:38:00+00:00'},\n  {'title': 'Stocks That Hit 52-Week Highs On Thursday',\n   'date': '2019-12-19 15:29:00+00:00'},\n  {'title': 'Tesla Shares, After Briefly Flirting With Over $400 Level Earlier In Thurs. Trading Session, Now Up Nearly $2 Over Last Few Mins.; Stock Now Trading Near $401.70, Up 2.2% For Session',\n   'date': '2019-12-19 15:19:00+00:00'},\n  {'title': \"'Tesla Supercharger network reaches 15,000 chargers — still one of its best assets' -Electrek\",\n   'date': '2019-12-19 15:13:00+00:00'},\n  {'title': 'Micron Yesterday, Nike Today: Earnings Keep Rolling In As Week Winds Down',\n   'date': '2019-12-19 14:45:00+00:00'},\n  {'title': \"Thursday's Market Minute: Tesla Hits All-Time High\",\n   'date': '2019-12-19 14:19:00+00:00'},\n  {'title': \"Here's What Helped Boost Tesla Stock To A New All-Time High\",\n   'date': '2019-12-18 22:02:00+00:00'},\n  {'title': \"Tesla Analyst Says Automaker's Drive Forward Will Be Smoother\",\n   'date': '2019-12-18 20:02:00+00:00'},\n  {'title': 'Tesla shares are trading higher after the U.S. extended tax credits for EV charger installations, motorcycles, and fuel cells. NOTE: Earlier reports suggested a possible extension of the tax credit for EVs.',\n   'date': '2019-12-18 16:55:00+00:00'},\n  {'title': 'Stocks That Hit 52-Week Highs On Wednesday',\n   'date': '2019-12-18 15:43:00+00:00'},\n  {'title': \"'Tesla leaks 'Acceleration Boost' upgrade planned for Model 3' -Electrek\",\n   'date': '2019-12-18 14:54:00+00:00'},\n  {'title': \"'US extends tax credits for EV chargers, motorcycles, fuel cells, again retroactively' -Electrek\",\n   'date': '2019-12-18 13:59:00+00:00'},\n  {'title': 'Tesla Might Lower China-Built Model 3 Prices Next Year',\n   'date': '2019-12-18 10:58:00+00:00'},\n  {'title': 'Tesla Considers Cutting China-built Model 3 Sedan Prices Next Year',\n   'date': '2019-12-18 10:26:00+00:00'},\n  {'title': 'NADA Says U.S. New-vehicle Sales to Fall to 16.8M in 2020',\n   'date': '2019-12-17 21:15:00+00:00'},\n  {'title': \"Electrek.Co Tweets 'Tesla is nerfing Autopilot for Model S/X in Europe to comply with regulations'\",\n   'date': '2019-12-17 17:32:00+00:00'},\n  {'title': 'Stocks That Hit 52-Week Highs On Tuesday',\n   'date': '2019-12-17 16:19:00+00:00'},\n  {'title': \"'Tesla is going to deploy a big battery in Alaska to replace fossil-fuel plant' -Electrek\",\n   'date': '2019-12-17 14:17:00+00:00'},\n  {'title': \"3 Consumer Cyclical Stocks Moving In Tuesday's Pre-Market Session\",\n   'date': '2019-12-17 12:31:00+00:00'},\n  {'title': \"Tesla Building 'Canopy Covers' To Hide Its Solar Test Houses\",\n   'date': '2019-12-17 09:53:00+00:00'},\n  {'title': 'Sen. Stabenow Says E-Car Tax Credit Unlikely In Spending Deal',\n   'date': '2019-12-16 19:16:00+00:00'},\n  {'title': \"Today's Pickup: Tesla's Truck May Not Ride In Europe; Pushback On Morgan Stanley's Amazon Forecast\",\n   'date': '2019-12-16 19:10:00+00:00'},\n  {'title': \"'Tesla (TSLA) close to all-time high on EV tax credit talk' -Electrek\",\n   'date': '2019-12-16 16:38:00+00:00'},\n  {'title': 'Tesla shares are trading higher on reports the U.S. Congress is in talks to reinstate tax extenders that will benefit electric car manufacturers.',\n   'date': '2019-12-16 15:09:00+00:00'},\n  {'title': \"Bulls And Bears Of The Week: Disney, Macy's, Netflix, Tesla And More\",\n   'date': '2019-12-14 18:48:00+00:00'},\n  {'title': 'US Safety Agency Will Investigate Dec. 7 Crash Of A Tesla Model 3 After It Rear-Ended A Parked Police Car In Connecticut',\n   'date': '2019-12-13 20:02:00+00:00'},\n  {'title': 'Inside EVs Reports Tesla Cybertruck Will Compete With The Ford F-250, Ram 2500 And Chevy Silverado 2500 And Not Directly Against The Ford F-150',\n   'date': '2019-12-13 13:35:00+00:00'},\n  {'title': \"'Is Nio's Third Mass-Production Vehicle A Tesla Model 3 Competitor?' -InsideEVs\",\n   'date': '2019-12-12 17:42:00+00:00'},\n  {'title': 'China Joins Satellite Space Race: Chinese Company To Launch 5G Comms Satellite',\n   'date': '2019-12-12 17:12:00+00:00'},\n  {'title': \"'Tesla Loses Its Third General Counsel in the Course of a Year' -Bloomberg\",\n   'date': '2019-12-12 15:43:00+00:00'},\n  {'title': \"'I Can't Fight It Anymore': Why Cramer Likes Tesla Now\",\n   'date': '2019-12-12 13:48:00+00:00'},\n  {'title': 'Jeff Bezos Named Businessperson Of The Decade: Global CFOs Survey',\n   'date': '2019-12-12 11:39:00+00:00'},\n  {'title': 'Electrek Tweet: Tesla Gigafactory 4 leaked plans reveal room for expansions',\n   'date': '2019-12-12 10:29:00+00:00'},\n  {'title': \"How TD Ameritrade Clients Positioned Themselves In Disney And Tesla After November's Disney+ And Cybertruck Events\",\n   'date': '2019-12-11 20:56:00+00:00'},\n  {'title': '6 Key Takeaways From The Morgan Stanley Space Summit',\n   'date': '2019-12-11 18:23:00+00:00'},\n  {'title': \"Tesla Model 3 Named 'Best Electric Car' By Edmunds\",\n   'date': '2019-12-11 18:19:00+00:00'},\n  {'title': \"What A Difference: Year's Last Fed Meeting Ends Today With Rates Not Seen Changing\",\n   'date': '2019-12-11 14:49:00+00:00'},\n  {'title': 'Tesla More Than A Tech Company That Makes Cars',\n   'date': '2019-12-11 14:15:00+00:00'},\n  {'title': \"Porsche's All-Electric Model Secures 30,000 Deposits Ahead Of Its 2020 Launch\",\n   'date': '2019-12-11 11:28:00+00:00'},\n  {'title': 'Tesla Wants to Produce 500K Electric Cars per Year at Planned Gigafactory in Brandenburg, Germany',\n   'date': '2019-12-11 10:35:00+00:00'},\n  {'title': 'Electrek Reports HBO, Hulu, Twitch, Comedy Central iQiyi, Tencent Possibly Coming to Tesla OS',\n   'date': '2019-12-10 23:14:00+00:00'},\n  {'title': 'Investor Movement Index: November 2019',\n   'date': '2019-12-10 19:16:00+00:00'},\n  {'title': \"Toyota's Lexus Plans To Launch Electric Vehicles In China\",\n   'date': '2019-12-10 18:05:00+00:00'},\n  {'title': 'Exane BNP Paribas Maintains Buy on Tesla, Raises Price Target to $400',\n   'date': '2019-12-10 17:04:00+00:00'},\n  {'title': 'Tesla shares are trading higher on rumors that the company has started receiving orders for the China-made Model 3 and that the orders have been \"very strong.\"',\n   'date': '2019-12-10 15:34:00+00:00'},\n  {'title': 'Technology Stocks Could Be In Focus Today As Trade Dominates The Headlines',\n   'date': '2019-12-10 15:12:00+00:00'},\n  {'title': \"Germany's €500 Million Cathode Factory To Boost European Electric Battery Production\",\n   'date': '2019-12-10 14:37:00+00:00'},\n  {'title': \"Tesla Shares Tick Slightly Higher At Open, Up ~0.3%; Traders Circulate Word Co. Has Started Receiving Orders For China-Made Model 3, Orders Have Been 'Very Strong'\",\n   'date': '2019-12-10 14:34:00+00:00'},\n  {'title': 'These Pros Agree: Owning Tesla Stock Requires Confidence In Long-Term Goals',\n   'date': '2019-12-09 18:42:00+00:00'},\n  {'title': 'CNBC Highlights Tesla Model 3 That Crashed Over The Weekend Was Engaged In Autopilot',\n   'date': '2019-12-09 17:49:00+00:00'},\n  {'title': \"'Tesla Dials Up VW Challenge With German Service Expansion' -Bloomberg\",\n   'date': '2019-12-09 14:13:00+00:00'},\n  {'title': 'Elon Musk Takes Grimes For A Drive In The Cybertruck',\n   'date': '2019-12-09 13:58:00+00:00'},\n  {'title': \"SpaceX Successfully Delivers 'Mighty Mice' To International Space Station\",\n   'date': '2019-12-09 10:47:00+00:00'},\n  {'title': 'Bulls And Bears Of The Week: Facebook, Intel, Netflix, Tesla And More',\n   'date': '2019-12-08 14:27:00+00:00'},\n  {'title': \"Jury Clears Elon Musk In 'Pedo Guy' Defamation Trial\",\n   'date': '2019-12-07 05:07:00+00:00'},\n  {'title': 'Lawyer For British Cave Explorer Suing Elon Musk For Defamation Says Elon Musk Should Pay His Client At Least $190M In Damages',\n   'date': '2019-12-06 19:33:00+00:00'},\n  {'title': \"Today's Pickup: Seattle-Based Shipium Lands $2M Seed Round\",\n   'date': '2019-12-06 16:38:00+00:00'},\n  {'title': \"Morgan Stanley Raises Tesla's Stock Bull Case On China, Cybertruck Opportunities\",\n   'date': '2019-12-06 14:35:00+00:00'},\n  {'title': 'The Evolution Of Daseke – Great Quarter, Guys',\n   'date': '2019-12-06 14:19:00+00:00'},\n  {'title': \"Benzinga Pro's Top 5 Stocks To Watch For Fri., Dec. 6, 2019: TSLA, ONTX, XHB, BIG, SFIX\",\n   'date': '2019-12-06 13:49:00+00:00'},\n  {'title': 'Tesla Model 3s Can Earn Subsidies In China',\n   'date': '2019-12-06 13:25:00+00:00'},\n  {'title': 'Morgan Stanley Maintains Equal-Weight on Tesla, Maintains $250 Price Target; Raises Bull Case Price Target From $440 To $500',\n   'date': '2019-12-06 13:05:00+00:00'},\n  {'title': \"'Tesla releases Autopilot update with new speed adjustments, stop sign warnings, and more' -Electrek\",\n   'date': '2019-12-06 12:07:00+00:00'},\n  {'title': \"Tesla Says China-Made Model 3 Vehicles To Get China's Subsidies For New Energy Vehicles\",\n   'date': '2019-12-06 10:33:00+00:00'},\n  {'title': \"'Did Someone At 10 Downing Street Ask If You Were A Pedophile?' Musk's Lawyer To UK Caver\",\n   'date': '2019-12-06 07:06:00+00:00'},\n  {'title': 'Tesla Shares Up 1% After Hours As Hearing Morgan Stanley Raised Bull-Case Target From $440 To $500',\n   'date': '2019-12-05 21:23:00+00:00'},\n  {'title': \"'Tesla's Biggest Market In Europe Becomes The Netherlands As Model 3 Sales Surge' - Electrek\",\n   'date': '2019-12-05 15:58:00+00:00'},\n  {'title': 'Convoy Closes Out Year Of \"Multiple Breakthroughs\"',\n   'date': '2019-12-05 15:06:00+00:00'},\n  {'title': 'Nio Sustains Sales Momentum In November, Launches Third SUV',\n   'date': '2019-12-05 12:27:00+00:00'},\n  {'title': \"'I Don't Have A Lot Of Cash:' Day Two Of Elon Musk's Defamation Trial\",\n   'date': '2019-12-05 07:52:00+00:00'},\n  {'title': \"Roku, Tesla And More 'Fast Money Halftime Report' Picks From Dec. 4\",\n   'date': '2019-12-04 22:06:00+00:00'},\n  {'title': \"UPDATE: Tesla's Elon Musk Says Co. Aiming To Deliver 'All Cars' By End Of 2019, 'Immediately' Increase Rate Of Solar Deployments By 'Significant' Degree\",\n   'date': '2019-12-04 21:51:00+00:00'},\n  {'title': \"'Elon Musk announces Tesla's 'two most critical priorities' by end of year' -Electrek\",\n   'date': '2019-12-04 21:50:00+00:00'},\n  {'title': \"Tesla's All-Electric Cybertruck To Join Mexican City's Police Force\",\n   'date': '2019-12-04 14:51:00+00:00'},\n  {'title': '10 Biggest Price Target Changes For Wednesday',\n   'date': '2019-12-04 13:22:00+00:00'},\n  {'title': \"NASA, SpaceX To Launch 'Robot Hotel'\",\n   'date': '2019-12-04 12:35:00+00:00'},\n  {'title': 'Citigroup Maintains Sell on Tesla, Raises Price Target to $222',\n   'date': '2019-12-04 12:04:00+00:00'},\n  {'title': 'Tesla Says its Model X SUV has been Awarded a Five-star Rating by the European New Car Assessment Programme',\n   'date': '2019-12-04 10:18:00+00:00'},\n  {'title': \"'Thought He Was Just Some Random Creepy Guy,' Musk Testifies In Defamation Case\",\n   'date': '2019-12-04 05:39:00+00:00'},\n  {'title': \"'Tesla Model Y deliveries will start in Q1, says Deutsche Bank' -Electrek\",\n   'date': '2019-12-03 21:25:00+00:00'},\n  {'title': \"Can Tesla's Stock Continue Revving After 50% Rally?\",\n   'date': '2019-12-03 16:14:00+00:00'},\n  {'title': \"Gene Munster Talks Tesla's Energy Business, Apple's Trade War Risk And Facebook Libra\",\n   'date': '2019-12-03 14:04:00+00:00'},\n  {'title': '10 Biggest Price Target Changes For Tuesday',\n   'date': '2019-12-03 13:34:00+00:00'},\n  {'title': 'PiperJaffray Maintains Overweight on Tesla, Raises Price Target to $423',\n   'date': '2019-12-03 11:48:00+00:00'},\n  {'title': \"'Tesla Gigafactory 3 starts producing a lot of Model 3 vehicles, but still no sales approval' -Electrek\",\n   'date': '2019-12-03 11:48:00+00:00'},\n  {'title': 'Piper Jaffray Raises Tesla Price Target to Street High $423 from $372; Says Cybertruck is Awesome',\n   'date': '2019-12-03 10:49:00+00:00'},\n  {'title': \"Tesla's Gets Order For 15 Cybertrucks To Be Converted Into Police Vehicles\",\n   'date': '2019-12-02 20:19:00+00:00'}],\n '2020-01': [{'title': 'Position Scrimmage: Coronavirus, End-Of-Month Profit Taking Influencing Markets',\n   'date': '2020-01-31 14:46:00+00:00'},\n  {'title': '70 Biggest Movers From Yesterday',\n   'date': '2020-01-31 10:24:00+00:00'},\n  {'title': 'Elon Musk Just Released A New Song',\n   'date': '2020-01-31 09:57:00+00:00'},\n  {'title': 'Cramer Compares Tesla Investors To Amazon, Netflix: If You Love The Product, You Love The Stock',\n   'date': '2020-01-30 19:36:00+00:00'},\n  {'title': \"Electrek Reports Elon Musk On Conference Call Said Tesla Is ' rapidly approaching a 400-mile range for Model S'\",\n   'date': '2020-01-30 18:49:00+00:00'},\n  {'title': \"50 Stocks Moving In Thursday's Mid-Day Session\",\n   'date': '2020-01-30 18:37:00+00:00'},\n  {'title': \"'Leader Of The EV Revolution': 5 Analysts Weigh In On Tesla's Q4 Beat\",\n   'date': '2020-01-30 17:25:00+00:00'},\n  {'title': 'Oppenheimer Maintains Outperform on Tesla, Raises Price Target to $684',\n   'date': '2020-01-30 17:07:00+00:00'},\n  {'title': 'UPDATE: B of A Securities Maintains Underperform on Tesla, Raises Price Target to $370 Notes 10 Potential Catalysts To Remain Cautious:',\n   'date': '2020-01-30 15:53:00+00:00'},\n  {'title': 'B of A Securities Maintains Underperform on Tesla, Raises Price Target to $370',\n   'date': '2020-01-30 15:49:00+00:00'},\n  {'title': 'CFRA Still Says To Sell Tesla On Competition, China Production Concerns',\n   'date': '2020-01-30 15:46:00+00:00'},\n  {'title': \"UPDATE: Canaccord Genuity Maintains Buy on Tesla, Raises Price Target to $750 Notes 'we expect the upcoming (April) Battery day to help investors understand the lead TSLA maintains, as well as its energy density strategy.'\",\n   'date': '2020-01-30 15:28:00+00:00'},\n  {'title': 'Stocks That Hit 52-Week Highs On Thursday',\n   'date': '2020-01-30 15:25:00+00:00'},\n  {'title': 'Canaccord Genuity Maintains Buy on Tesla, Raises Price Target to $750',\n   'date': '2020-01-30 15:01:00+00:00'},\n  {'title': 'Tough Lead-In: Virus Fears Crush Hong Kong Stocks Overnight, Putting Pressure On US',\n   'date': '2020-01-30 14:48:00+00:00'},\n  {'title': 'Continuing A Run Of Good Fortune, Tesla Posts Second Quarterly Profit',\n   'date': '2020-01-30 14:29:00+00:00'},\n  {'title': 'Credit Suisse Maintains Underperform on Tesla, Raises Price Target to $415',\n   'date': '2020-01-30 13:49:00+00:00'},\n  {'title': '10 Biggest Price Target Changes For Thursday',\n   'date': '2020-01-30 13:45:00+00:00'},\n  {'title': \"Benzinga Pro's Top 5 Stocks To Watch For Thurs., Jan. 30, 2020: TSLA, AMZN, INO, QRVO, AMGN\",\n   'date': '2020-01-30 13:38:00+00:00'},\n  {'title': \"'Tesla unveils new Model Y wheels: Überturbine and Induction wheels' -Electrek\",\n   'date': '2020-01-30 13:24:00+00:00'},\n  {'title': 'Roth Capital Maintains Sell on Tesla, Raises Price Target to $350',\n   'date': '2020-01-30 13:13:00+00:00'},\n  {'title': \"16 Consumer Cyclical Stocks Moving In Thursday's Pre-Market Session\",\n   'date': '2020-01-30 13:05:00+00:00'},\n  {'title': \"'Exponential Growth': Tesla's Scale, Ambition Hurts Bears After Another Big Quarter\",\n   'date': '2020-01-30 12:49:00+00:00'},\n  {'title': \"32 Stocks Moving in Thursday's Pre-Market Session\",\n   'date': '2020-01-30 12:24:00+00:00'},\n  {'title': 'RBC Capital Maintains Underperform on Tesla, Raises Price Target to $530',\n   'date': '2020-01-30 12:12:00+00:00'},\n  {'title': 'Baird Maintains Neutral on Tesla, Raises Price Target to $650',\n   'date': '2020-01-30 12:11:00+00:00'},\n  {'title': 'Tesla shares are trading higher after the company reported better-than-expected Q4 EPS and sales results. The company also reported Q4 Model 3 deliveries were up 46% year-over-year.',\n   'date': '2020-01-30 12:01:00+00:00'},\n  {'title': 'A Peek Into The Markets: US Stock Futures Tumble Ahead Of Earnings, GDP Data',\n   'date': '2020-01-30 11:46:00+00:00'},\n  {'title': 'Hearing Wedbush Saying New Long-Term Bull Case Scenario Price Target For Tesla Is $1,000',\n   'date': '2020-01-30 11:44:00+00:00'},\n  {'title': 'Deutsche bank Maintains Hold on Tesla, Raises Price Target to $510',\n   'date': '2020-01-30 11:42:00+00:00'},\n  {'title': \"Hearing Baird Out With Call To Take Profits On Tesla, Sees Expectations 'Now Properly Calibrated' To Stock Valuation\",\n   'date': '2020-01-30 11:37:00+00:00'},\n  {'title': 'Piper Sandler Maintains Overweight on Tesla, Raises Price Target to $729',\n   'date': '2020-01-30 11:25:00+00:00'},\n  {'title': 'Tesla Shares Jump Nearly 12% In After-Hours Session After Q4 Earnings Beat',\n   'date': '2020-01-30 10:11:00+00:00'},\n  {'title': \"All Tesla Directors Except Elon Musk Settle Investors' SolarCity Suits\",\n   'date': '2020-01-30 10:07:00+00:00'},\n  {'title': '14 Stocks To Watch For January 30, 2020',\n   'date': '2020-01-30 09:05:00+00:00'},\n  {'title': 'From Conference Call: Tesla Says Has No Acquisition Plans, Does Not Plan to Raise Money to Pay Down Debt',\n   'date': '2020-01-30 00:32:00+00:00'},\n  {'title': 'From Conference Call: Tesla Says Ramping Up Battery Production Will Be the Focus This Year-',\n   'date': '2020-01-30 00:32:00+00:00'},\n  {'title': 'From Conference Call: Tesla Declined to Provide Capex Guidance for This Year, but Said Will Spend a Lot of Money This Year',\n   'date': '2020-01-30 00:31:00+00:00'},\n  {'title': 'From Conference Call: Tesla Says There Will Be an Insurance Rate Cut for Customers Driving With Autopilot',\n   'date': '2020-01-30 00:15:00+00:00'},\n  {'title': 'From Conference Call:  Tesla Says Car Insurance Will Be Quite a Major Product Over Time',\n   'date': '2020-01-30 00:14:00+00:00'},\n  {'title': 'From Conference Call:  Tesla Says It is Our Intention to Make Tesla Technology Available for Ride-share',\n   'date': '2020-01-30 00:14:00+00:00'},\n  {'title': 'From Conference Call: Tesla Says Model Y and Shanghai Factory Ramp-up Expected to Temporarily Weigh on Margins',\n   'date': '2020-01-30 00:13:00+00:00'},\n  {'title': 'From Conference Call: Tesla Says Expects a One to One-and-a-half Week Week Delay in the Ramp of Shanghai-built Model 3 Due to a Government Required Factory Shutdown',\n   'date': '2020-01-30 00:13:00+00:00'},\n  {'title': \"From Conference Call: Tesla CFO Says We're Trying to Estimate Impact from Coronavirus\",\n   'date': '2020-01-30 00:12:00+00:00'},\n  {'title': \"10 Stocks Moving In Wednesday's After Hours Session\",\n   'date': '2020-01-29 21:55:00+00:00'},\n  {'title': \"Tesla Charges Ahead With Q4 Earnings Beat; Deliveries Should 'Comfortably' Exceed 500K Units\",\n   'date': '2020-01-29 21:48:00+00:00'},\n  {'title': \"Tesla Says Due To Strong Initial Customer Demand In China, Co.'s Goal Is To Increase Model 3 Capacity Even Further Using Existing Facilities; Plans For Model Y Capacity To Be At Least Equivalent To Model 3 Capacity\",\n   'date': '2020-01-29 21:24:00+00:00'},\n  {'title': 'Tesla shares are trading higher after the company reported better-than-expected Q4 EPS and sales results. The company also reported Q4 Model 3 deliveries were up 46% year-over-year.',\n   'date': '2020-01-29 21:24:00+00:00'},\n  {'title': 'Tesla Shares up 7% Following Earnings, Guidance',\n   'date': '2020-01-29 21:24:00+00:00'},\n  {'title': 'Tesla Expects To Produce Limited Volumes Of Tesla Semi This Year',\n   'date': '2020-01-29 21:23:00+00:00'},\n  {'title': 'Tesla Says In Q4 Deployed 54 MW Of Solar, Up 26% From Last Quarter',\n   'date': '2020-01-29 21:23:00+00:00'},\n  {'title': 'Tesla Says Model 3 Production In Shanghai Continuing To Ramp, Model Y Production In Shanghai Will Begin In 2021',\n   'date': '2020-01-29 21:23:00+00:00'},\n  {'title': 'Tesla Says Production Ramp Of Model Y In Fremont Has Begun Ahead Of Schedule',\n   'date': '2020-01-29 21:22:00+00:00'},\n  {'title': 'Tesla Sees Positive GAAP Net Income Moving Forward',\n   'date': '2020-01-29 21:22:00+00:00'},\n  {'title': 'Tesla Continues To Believe Its Business Has Grown To The Point Of Being Self-Funding',\n   'date': '2020-01-29 21:22:00+00:00'},\n  {'title': 'Tesla Q4 Model 3 Deliveries 92,620 Up 46% YoY, Model S/X Deliveries 19,475 Down 29% YoY',\n   'date': '2020-01-29 21:21:00+00:00'},\n  {'title': \"Tesla Sees Positive Qtr. Free Cash Flow Moving Forward, 'with possible temporary exceptions, particularly around the launch and ramp of new products'\",\n   'date': '2020-01-29 21:21:00+00:00'},\n  {'title': \"Tesla Sees FY20 Vehicle Deliveries 'Comfortably' Exceeding 500K Units\",\n   'date': '2020-01-29 21:21:00+00:00'},\n  {'title': 'Tesla Reports Q4 Vehicle Deliveries 112,095',\n   'date': '2020-01-29 21:20:00+00:00'},\n  {'title': 'Tesla Q4 Adj. EPS $2.14 Beats $1.72 Estimate, Sales $7.384B Beats $7.02B Estimate',\n   'date': '2020-01-29 21:19:00+00:00'},\n  {'title': 'Tesla Q4 GAAP EPS $0.58', 'date': '2020-01-29 21:18:00+00:00'},\n  {'title': \"Tesla shares are trading higher in anticipation of the company's Q4 earnings scheduled for after the close today. The current Q4 EPS estimate is $1.72 and the sales estimate is $7.02 billion.\",\n   'date': '2020-01-29 19:46:00+00:00'},\n  {'title': 'This Might Be The Best Song Ever Written About A Tesla',\n   'date': '2020-01-29 18:11:00+00:00'},\n  {'title': \"Analyst Acknowledges 'Rude Awakening' On Tesla, But Remains Cautious\",\n   'date': '2020-01-29 17:57:00+00:00'},\n  {'title': \"'Tesla Model Y spotted in Canada as rumors of deliveries increase ' -Electrek\",\n   'date': '2020-01-29 16:37:00+00:00'},\n  {'title': \"A Bull Vs. Bear Take On Tesla's Stock\",\n   'date': '2020-01-29 16:36:00+00:00'},\n  {'title': 'Chancellery In German State Of Brandenburg Says Tesla Notary Has Certified Purchase Agreement Between Tesla And State Of Brandenburg For Site In Gruenheide',\n   'date': '2020-01-29 14:44:00+00:00'},\n  {'title': 'Chancellery In German State Of Brandenburg Says Tesla Plans To Produce Up To 500,000 Electric Cars In Its European Gigafactory',\n   'date': '2020-01-29 14:42:00+00:00'},\n  {'title': \"Benzinga Pro's Top 5 Stocks To Watch For Wed., Jan. 29, 2020: AAPL, TSLA, FB, BYND, MSFT\",\n   'date': '2020-01-29 13:47:00+00:00'},\n  {'title': '10 Biggest Price Target Changes For Wednesday',\n   'date': '2020-01-29 13:11:00+00:00'},\n  {'title': \"7 Consumer Cyclical Stocks Moving In Wednesday's Pre-Market Session\",\n   'date': '2020-01-29 12:49:00+00:00'},\n  {'title': 'B of A Securities Maintains Underperform on Tesla, Raises Price Target to $350',\n   'date': '2020-01-29 12:04:00+00:00'},\n  {'title': '12 Stocks To Watch For January 29, 2020',\n   'date': '2020-01-29 09:58:00+00:00'},\n  {'title': 'Earnings Scheduled For January 29, 2020',\n   'date': '2020-01-29 09:06:00+00:00'},\n  {'title': 'Tesla Q4 Earnings Preview: Can The Good News Keep Coming?',\n   'date': '2020-01-28 22:00:00+00:00'},\n  {'title': 'GM Invests $2B In Detroit Plant, Retools For Self-Driving EVs',\n   'date': '2020-01-28 14:41:00+00:00'},\n  {'title': 'Turnaround Tuesday? Stocks Look To Bounce Back As Apple Earnings Loom Later',\n   'date': '2020-01-28 14:39:00+00:00'},\n  {'title': \"UK's Prince Andrew Not Cooperating In Epstein Case, Says Prosecutor\",\n   'date': '2020-01-28 04:19:00+00:00'},\n  {'title': \"'Tesla ramps up Solarglass roof installations' -Electrek\",\n   'date': '2020-01-27 21:24:00+00:00'},\n  {'title': 'Commercial Vehicles Charge Toward Electric Future',\n   'date': '2020-01-27 16:07:00+00:00'},\n  {'title': 'How Elon Musk Bought The Tesla.com Domain Name',\n   'date': '2020-01-27 15:37:00+00:00'},\n  {'title': 'Going Viral: Stocks On Their Back As Virus Spreads Heading Into Key Earnings, Fed Week',\n   'date': '2020-01-27 14:58:00+00:00'},\n  {'title': \"Hearing General Motors' All-Electric Truck to Begin Production in Late 2021\",\n   'date': '2020-01-27 14:20:00+00:00'},\n  {'title': 'Shares of several auto manufacturing companies are trading lower as concerns about the Wuhan coronavirus continue to grow, prompting travel bans in multiple Chinese cities. Reports say the death toll rose to 80 with more than 2,700 people now infected.',\n   'date': '2020-01-27 12:58:00+00:00'},\n  {'title': \"19 Consumer Cyclical Stocks Moving In Monday's Pre-Market Session\",\n   'date': '2020-01-27 12:46:00+00:00'},\n  {'title': 'Tesla Could Focus Model Y Deliveries in Canada to Take Advantage of Incentives',\n   'date': '2020-01-27 10:32:00+00:00'},\n  {'title': 'Musk Counters Critics Who Say Tesla Gigafactory In Berlin Will Hurt The Environment',\n   'date': '2020-01-27 09:45:00+00:00'},\n  {'title': \"Benzinga's Bulls And Bears Of The Week: Apple, Boeing, Netflix, GE And More\",\n   'date': '2020-01-26 14:12:00+00:00'},\n  {'title': 'CFRA Analyst To Tesla Investors: Sell Your Stock',\n   'date': '2020-01-24 20:02:00+00:00'},\n  {'title': \"'Tesla releases first software update of 2020' -Electrek\",\n   'date': '2020-01-24 17:28:00+00:00'},\n  {'title': \"'Volkswagen CEO says he can catch up to Tesla and 'probably overtake' them' -Electrek\",\n   'date': '2020-01-24 17:15:00+00:00'},\n  {'title': 'Statement From Senator Markey Says Tesla Should Rebrand Autopilot',\n   'date': '2020-01-24 16:00:00+00:00'},\n  {'title': \"Today's Pickup: Fuel-Saving TruckWings Hits Efficiency Milestones\",\n   'date': '2020-01-24 15:49:00+00:00'},\n  {'title': 'Intel, American Express Report Strong Quarters, Helping Set Positive Early Tone',\n   'date': '2020-01-24 15:03:00+00:00'},\n  {'title': \"5 Consumer Cyclical Stocks Moving In Friday's Pre-Market Session\",\n   'date': '2020-01-24 12:46:00+00:00'},\n  {'title': \"Want To Ask Elon Musk A Question On An Earnings Call? Here's How\",\n   'date': '2020-01-23 21:34:00+00:00'},\n  {'title': \"Ralph Nader Says Tesla Is The Reason The 'Stock Market Bubble Implodes'\",\n   'date': '2020-01-23 20:45:00+00:00'},\n  {'title': 'Cramer: Tesla Is A Tech Company On Wheels, Unlike Ford And GM',\n   'date': '2020-01-23 16:30:00+00:00'},\n  {'title': \"'Tesla is about to launch a new branded wireless phone charger' -Electrek\",\n   'date': '2020-01-23 16:23:00+00:00'},\n  {'title': \"'AT&T, Amazon, IKEA, others join new Corporate Electric Vehicle Alliance' -Electrek\",\n   'date': '2020-01-23 15:35:00+00:00'},\n  {'title': \"UPDATE: UBS On Tesla Notes 'view Tesla as the original equipment manufacturer with the biggest long-term AV opportunity.'\",\n   'date': '2020-01-23 15:24:00+00:00'},\n  {'title': \"UPDATE: UBS Reinstates Sell on Tesla, Raises Price Target to $410 As Firm Expects 'Tesla to reach 10% OP margin and generate $3-5B annual free cash flow from 2022 onwards, based on known products and capacities.'\",\n   'date': '2020-01-23 15:23:00+00:00'},\n  {'title': \"UBS Maintains Sell Rating On Tesla After Shares 'Left The Orbit'\",\n   'date': '2020-01-23 15:15:00+00:00'},\n  {'title': 'Texas Instruments And Procter & Gamble Results Front And Center, But So Is Asian Virus',\n   'date': '2020-01-23 14:37:00+00:00'},\n  {'title': \"Tesla Opens Store On Alibaba's Tmall To Sell Car Accessories\",\n   'date': '2020-01-23 14:32:00+00:00'},\n  {'title': '10 Biggest Price Target Changes For Thursday',\n   'date': '2020-01-23 13:13:00+00:00'},\n  {'title': 'UBS Reinstates Sell on Tesla, Raises Price Target to $410',\n   'date': '2020-01-23 12:53:00+00:00'},\n  {'title': \"'Tesla Remains a Sell at UBS After Target More Than Doubled' -Bloomberg\",\n   'date': '2020-01-23 12:52:00+00:00'},\n  {'title': \"'China must increase imports of US-made cars; Tesla likely key beneficiary' -Electrek\",\n   'date': '2020-01-23 12:08:00+00:00'},\n  {'title': 'Exane BNP Paribas Downgrades Tesla to Neutral, Announces $555 Price Target',\n   'date': '2020-01-23 12:04:00+00:00'},\n  {'title': '70 Biggest Movers From Yesterday',\n   'date': '2020-01-23 10:52:00+00:00'},\n  {'title': \"'Tesla Model Y prototypes spotted cold-weather testing in Minnesota snow' - Electrek\",\n   'date': '2020-01-22 18:05:00+00:00'},\n  {'title': \"58 Consumer Cyclical Stocks Moving In Wednesday's Session\",\n   'date': '2020-01-22 17:19:00+00:00'},\n  {'title': \"46 Stocks Moving In Wednesday's Mid-Day Session\",\n   'date': '2020-01-22 17:05:00+00:00'},\n  {'title': \"Elon Musk's Big Day: Trump Compares CEO To Thomas Edison As Tesla's Stock Sets Milestone\",\n   'date': '2020-01-22 17:04:00+00:00'},\n  {'title': 'PreMarket Prep Recap: Netflix Beat Not Good Enough, ACP Theory On Tesla',\n   'date': '2020-01-22 16:45:00+00:00'},\n  {'title': 'Stocks That Hit 52-Week Highs On Wednesday',\n   'date': '2020-01-22 15:17:00+00:00'},\n  {'title': \"Wednesday's Market Minute: Stocks Aren't The Problem\",\n   'date': '2020-01-22 14:45:00+00:00'},\n  {'title': \"Benzinga Pro's Top 5 Stocks To Watch For Wed., Jan. 22, 2020: NFLX, TSLA, NNVC, SKT, SPCE\",\n   'date': '2020-01-22 14:09:00+00:00'},\n  {'title': 'Nio Will Build 200 Brick-And-Mortar Stores This Year, Report Says',\n   'date': '2020-01-22 14:09:00+00:00'},\n  {'title': '10 Biggest Price Target Changes For Wednesday',\n   'date': '2020-01-22 13:22:00+00:00'},\n  {'title': \"Tesla Hits $100B Market Cap, Gerber Says Stock Is 'Correctly Valued Now'\",\n   'date': '2020-01-22 12:52:00+00:00'},\n  {'title': 'Tesla shares are trading Higher after Wedbush analysts raised their price target on the stock from $370 To $550, citing strong expected deliveries amid China demand.',\n   'date': '2020-01-22 12:40:00+00:00'},\n  {'title': 'Wedbush Maintains Neutral on Tesla, Raises Price Target to $550',\n   'date': '2020-01-22 12:37:00+00:00'},\n  {'title': \"4 Consumer Cyclical Stocks Moving In Wednesday's Pre-Market Session\",\n   'date': '2020-01-22 12:34:00+00:00'},\n  {'title': 'Tesla Becomes First $100B Public Car Company in Extended Trading Tuesday',\n   'date': '2020-01-22 10:25:00+00:00'},\n  {'title': 'Tesla And Michigan Reach Settlement For Direct Delivery To Customers',\n   'date': '2020-01-22 04:10:00+00:00'},\n  {'title': 'Just Getting Started? New Street Gives Tesla An $800 Price Target',\n   'date': '2020-01-21 20:50:00+00:00'},\n  {'title': \"83 Consumer Cyclical Stocks Moving In Tuesday's Session\",\n   'date': '2020-01-21 19:51:00+00:00'},\n  {'title': \"5 Auto Manufacturers Stocks Moving In Tuesday's Session\",\n   'date': '2020-01-21 19:47:00+00:00'},\n  {'title': \"Ex-Ford CEO Mark Fields Talks About Tesla Building An 'Iconic Brand'\",\n   'date': '2020-01-21 19:37:00+00:00'},\n  {'title': 'Tesla Reaches Settlement With Michigan Over Ban Blocking Sales; Settlement Filing Is Expected As Soon As Wed.',\n   'date': '2020-01-21 18:27:00+00:00'},\n  {'title': 'Elon Musk Talks Tesla In China, Explains SpaceX And PayPal Launches In New Podcast',\n   'date': '2020-01-21 17:35:00+00:00'},\n  {'title': \"'Unofficial: First Tesla Model Y Deliveries Expected Within Two Weeks' -InsideEVs\",\n   'date': '2020-01-21 16:14:00+00:00'},\n  {'title': \"Today's Pickup: A Pragmatic Approach To Zero-Emissions Logistics; At XPO, Breaking Up Will Be Interesting To Do\",\n   'date': '2020-01-21 14:41:00+00:00'},\n  {'title': \"Tuesday's Market Minute: Earnings, Ecodata & Central Bank Policies\",\n   'date': '2020-01-21 14:33:00+00:00'},\n  {'title': 'Tesla shares are trading higher after New Street Research reiterated a Buy rating on the stock and Raised the price target from $530 to $800.',\n   'date': '2020-01-21 14:12:00+00:00'},\n  {'title': 'New Street Maintains Buy on Tesla, Raises Price Target to $800',\n   'date': '2020-01-21 14:11:00+00:00'},\n  {'title': 'Tesla Plans for German Factory Faces Challenges',\n   'date': '2020-01-21 10:35:00+00:00'},\n  {'title': \"Tesla Says Petition Claiming 'Unintended Acceleration' In Cars Brought By 'Tesla Short-Seller'\",\n   'date': '2020-01-21 09:18:00+00:00'},\n  {'title': \"Tesla Says No Unintended Acceleration in Its Vehicles, in Response to Petition to NHTSA to Investigate and Recall Around 500,000 of the Company's Electric Cars Over the Alleged Defect\",\n   'date': '2020-01-21 00:16:00+00:00'},\n  {'title': 'Bulls And Bears Of The Week: IBM, Microsoft, Tesla And More',\n   'date': '2020-01-18 21:13:00+00:00'},\n  {'title': \"Barron's Picks And Pans: Apple, Boeing, Disney, Tesla And More\",\n   'date': '2020-01-18 20:42:00+00:00'},\n  {'title': \"'The NHTSA is looking into claims that Tesla vehicles have a flaw that could lead to unintended acceleration' -Bloomberg\",\n   'date': '2020-01-17 16:52:00+00:00'},\n  {'title': 'Tesla Option Alert: Jun 19 $700 Calls Sweep (2) near the Ask: 500 @ $16.7 vs 7123 OI; Earnings 1/29 After Close [est] Ref=$509.14',\n   'date': '2020-01-17 16:16:00+00:00'},\n  {'title': \"Electrek Article Highlights Sales Data Showing Tesla's Model 3 Is Disrupting US Luxury Sedan Market Based On Sales\",\n   'date': '2020-01-17 16:15:00+00:00'},\n  {'title': 'NHTSA Considers Investigation Into Reports Of Teslas With Unintended Acceleration',\n   'date': '2020-01-17 15:21:00+00:00'},\n  {'title': \"'#Tesla announced Friday on Weibo that it will replace its #mapping provider with #BaiduMaps...' -China's National Business Daily\",\n   'date': '2020-01-17 14:06:00+00:00'},\n  {'title': \"Benzinga Pro's Top 5 Stocks To Watch For Fri., Jan. 17, 2020: TSLA, NFLX, IBM, TWTR, PLAY\",\n   'date': '2020-01-17 13:43:00+00:00'},\n  {'title': 'Watch Tesla Shares As Hearing US Auto Safety Agency Is Reviewing A Petition Seeking A Formal Probe Into 500K Tesla Vehicles For Sudden Unintended Acceleration',\n   'date': '2020-01-17 13:05:00+00:00'},\n  {'title': \"'Tesla Autopilot crash rate increases, but still lower than without Autopilot' -Electrek\",\n   'date': '2020-01-16 18:17:00+00:00'},\n  {'title': \"Today's Pickup: Last-Mile Delivery Growth Will Increase Carbon Emissions By 30% By 2030\",\n   'date': '2020-01-16 17:33:00+00:00'},\n  {'title': \"PreMarket Prep Recap: Morgan Stanley Beats, Tesla's Battle For $500 And Shorts On The Run In Signet Jewelers\",\n   'date': '2020-01-16 16:51:00+00:00'},\n  {'title': \"'Tesla releases new design drawing, announces design center to build 'Chinese-style' car ' -Electrek\",\n   'date': '2020-01-16 14:11:00+00:00'},\n  {'title': \"Benzinga Pro's Top 5 Stocks To Watch For Thurs., Jan. 16, 2020: TSLA, MS, BYND, RBZ, PECK\",\n   'date': '2020-01-16 14:01:00+00:00'},\n  {'title': 'Morgan Stanley Downgrades Tesla On Risk, Valuation Following Massive Stock Run',\n   'date': '2020-01-16 14:00:00+00:00'},\n  {'title': \"UPDATE: Morgan Stanley Downgrades Tesla To Underweight, Raises Target To $360 'based on (1) valuation, (2) unfavorable risk-reward, and (3) risks to the long-term Chinese business that may not be fully appreciated by the market'\",\n   'date': '2020-01-16 13:34:00+00:00'},\n  {'title': '10 Biggest Price Target Changes For Thursday',\n   'date': '2020-01-16 13:22:00+00:00'},\n  {'title': \"7 Consumer Cyclical Stocks Moving In Thursday's Pre-Market Session\",\n   'date': '2020-01-16 12:36:00+00:00'},\n  {'title': \"21 Stocks Moving in Thursday's Pre-Market Session\",\n   'date': '2020-01-16 12:23:00+00:00'},\n  {'title': \"Tesla shares are trading lower following a report the company's vehicle registrations have declined from last year. Morgan Stanley also downgraded the company's stock from Equal-Weight to Underweight.\",\n   'date': '2020-01-16 12:02:00+00:00'},\n  {'title': 'Morgan Stanley Downgrades Tesla to Underweight, Raises Price Target to $360',\n   'date': '2020-01-16 11:34:00+00:00'},\n  {'title': \"'New Tesla registrations in California nearly halves in fourth quarter: data' -Reuters Article From Late Wed. Evening\",\n   'date': '2020-01-16 11:09:00+00:00'},\n  {'title': 'A Peek Into The Markets: US Stock Futures Gain Ahead Of Morgan Stanley Earnings',\n   'date': '2020-01-16 11:06:00+00:00'},\n  {'title': 'Dominion Cross-Sell Reports Total Q4 Registrations for Tesla Vehicles in California 13,584 Vs 25,402 YoY Total Q4 Registrations for Tesla Vehicles Across U.S. States 25,614 Vs 46,197 YoY',\n   'date': '2020-01-16 10:35:00+00:00'},\n  {'title': 'Hearing Morgan Stanley Downgrades Tesla From Equal Weight to Underweight; Raises Price Target From $250 to $380',\n   'date': '2020-01-16 10:30:00+00:00'},\n  {'title': \"From 'Made in China' to 'Designed in China:' Tesla Is Hiring Staff To Design Models In A New Local Research Center\",\n   'date': '2020-01-16 10:24:00+00:00'},\n  {'title': 'Honda And Isuzu Will Work Together On Fuel Cell-Powered Electric Trucks',\n   'date': '2020-01-15 20:33:00+00:00'},\n  {'title': 'Tesla shares are trading lower on a potential sell-off after the stock increased roughly 15% since Monday.',\n   'date': '2020-01-15 20:30:00+00:00'},\n  {'title': \"'Tesla owners are unintentionally buying expensive software upgrades and not getting refunds, Musk says will address' -Electrek\",\n   'date': '2020-01-15 18:22:00+00:00'},\n  {'title': 'Jeffrey Epstein May Have Tried to Befriend Elon Musk, Report Says',\n   'date': '2020-01-15 16:59:00+00:00'},\n  {'title': \"Today's Pickup: Aerial Vs. Ground Autonomous Transportation\",\n   'date': '2020-01-15 16:02:00+00:00'},\n  {'title': \"Wednesday's Market Minute: How Will The Party End?\",\n   'date': '2020-01-15 14:26:00+00:00'},\n  {'title': \"14 Consumer Cyclical Stocks Moving In Wednesday's Pre-Market Session\",\n   'date': '2020-01-15 13:15:00+00:00'},\n  {'title': 'Bears Fawning For FANG With A Newly Upsized ETN',\n   'date': '2020-01-14 19:30:00+00:00'},\n  {'title': 'Tesla Option Alert: Jan, 2021 $640 Calls at the Ask: 500 @ $61.8 vs 182 OI; Earnings 1/29 After Close [est] Ref=$533.0',\n   'date': '2020-01-14 17:08:00+00:00'},\n  {'title': \"'Chevy is offering $10,000 lease discounts on Bolt EV' -Electrek\",\n   'date': '2020-01-14 16:54:00+00:00'},\n  {'title': \"Tesla Shorts Vs. Beyond Meat Shorts: Who's Getting Squeezed Harder?\",\n   'date': '2020-01-14 16:04:00+00:00'},\n  {'title': 'US National Transportation Safety Board Will Hold Feb. 25 Meeting To Determine Probable Cause Of 2018 Fatal Tesla Crash',\n   'date': '2020-01-14 16:03:00+00:00'},\n  {'title': \"Tesla shares are trading higher after Jefferies maintained a Buy rating on the company's stock and raised the price target from $400 to $600.\",\n   'date': '2020-01-14 13:41:00+00:00'},\n  {'title': 'Jefferies Maintains Buy on Tesla, Raises Price Target to $600',\n   'date': '2020-01-14 13:37:00+00:00'},\n  {'title': \"5 Consumer Cyclical Stocks Moving In Tuesday's Pre-Market Session\",\n   'date': '2020-01-14 12:52:00+00:00'},\n  {'title': '3 ETFs With Meaningful Tesla Exposure',\n   'date': '2020-01-14 12:22:00+00:00'},\n  {'title': 'Tesla $93B Valuation: Does A Great Product Equate To A Great Stock?',\n   'date': '2020-01-13 20:40:00+00:00'},\n  {'title': 'Tesla shares are trading higher after multiple firms raised the price target on the stock.',\n   'date': '2020-01-13 19:20:00+00:00'},\n  {'title': \"Oppenheimer, In Earlier Price Target Raise, Says Tesla Is 'beginning to pose an existential threat to transportation companies that are unable or unwilling to innovate at a faster pace.'\",\n   'date': '2020-01-13 18:56:00+00:00'},\n  {'title': 'Tesla Gets New Street-High Price Target, Stock Breaks $500',\n   'date': '2020-01-13 18:24:00+00:00'},\n  {'title': \"'Tesla numbers will go up because of China subsidy extension. Analysts need to raise numbers.. $TSLA' -CNBC's Jim Cramer\",\n   'date': '2020-01-13 17:03:00+00:00'},\n  {'title': \"'Elon Musk: Tesla's Full Self-Driving 'feature-complete' is coming 'soon'' -Electrek\",\n   'date': '2020-01-13 14:09:00+00:00'},\n  {'title': '10 Biggest Price Target Changes For Monday',\n   'date': '2020-01-13 13:12:00+00:00'},\n  {'title': 'Oppenheimer Maintains Outperform on Tesla, Raises Price Target to $612',\n   'date': '2020-01-13 12:29:00+00:00'},\n  {'title': 'Hearing Oppenheimer Raised its Price Target on Tesla from $385 to $612',\n   'date': '2020-01-13 12:26:00+00:00'},\n  {'title': \"Tesla Will Soon 'Talk To People,' Musk Hints New Feature\",\n   'date': '2020-01-13 04:41:00+00:00'},\n  {'title': 'Bulls And Bears Of The Week: Apple, Citigroup, Southwest, Walgreens And More',\n   'date': '2020-01-12 20:35:00+00:00'},\n  {'title': \"GM's New Electric Hummer-Branded Vehicles Will Go On Sale Starting In Late 2021 Starting With EV Pickup\",\n   'date': '2020-01-10 20:42:00+00:00'},\n  {'title': 'GM Plans All-Electric Hummer Pickup Truck To Be Sold Under GMC Brand',\n   'date': '2020-01-10 20:06:00+00:00'},\n  {'title': '10 Biggest Price Target Changes For Friday',\n   'date': '2020-01-10 13:37:00+00:00'},\n  {'title': 'Piper Sandler Maintains Overweight on Tesla, Raises Price Target to $553',\n   'date': '2020-01-10 13:18:00+00:00'},\n  {'title': \"11 Consumer Cyclical Stocks Moving In Friday's Pre-Market Session\",\n   'date': '2020-01-10 12:48:00+00:00'},\n  {'title': \"Here's How Much Investing $100 In Tesla Stock Back In 2010 Would Be Worth Today\",\n   'date': '2020-01-10 12:43:00+00:00'},\n  {'title': 'Stocks That Hit 52-Week Highs On Thursday',\n   'date': '2020-01-09 20:15:00+00:00'},\n  {'title': \"UPDATE: Baird On Tesla Notes 'Shares now fairly reflect future execution, in our view, including a smooth Model Y ramp; while this is certainly achievable, we believe there is some risk (as with any product launch)'\",\n   'date': '2020-01-09 18:19:00+00:00'},\n  {'title': \"UPDATE: Baird Downgrades Tesla To Neutral, Raises Target To $525 Notes 'We are moving to the sidelines, admittedly battle-weary after a hard-fought several years, including ~20% outperformance over the last year'\",\n   'date': '2020-01-09 18:19:00+00:00'},\n  {'title': 'Tesla shares are trading lower after analysts at Baird downgraded the stock from Outperform to Neutral, recommending investors take profits . CFRA also downgraded the stock from Hold to Sell, citing near-term risks.',\n   'date': '2020-01-09 17:53:00+00:00'},\n  {'title': 'PreMarket Prep Recap: Tesla Shrugs Off Double Downgrade, Bed Bath & Beyond Continues Fall',\n   'date': '2020-01-09 15:57:00+00:00'},\n  {'title': \"Benzinga's Top Upgrades, Downgrades For January 9, 2020\",\n   'date': '2020-01-09 15:34:00+00:00'},\n  {'title': 'Back To The Grind: Iran Fears Ease, So Focus Turns To Jobs, Fed Speakers, Earnings',\n   'date': '2020-01-09 15:01:00+00:00'},\n  {'title': \"Is Elon Musk's Girlfriend Grimes Pregnant?\",\n   'date': '2020-01-09 14:41:00+00:00'},\n  {'title': 'CFRA Research Downgrades Tesla, Sees Risks Ahead After Huge Run',\n   'date': '2020-01-09 14:31:00+00:00'},\n  {'title': \"Should Nio Be Worried About Tesla's Model 3 Order Overflows In China?\",\n   'date': '2020-01-09 13:45:00+00:00'},\n  {'title': 'CFRA Downgrades Tesla to Sell, Announces $400 Price Target',\n   'date': '2020-01-09 13:34:00+00:00'},\n  {'title': 'Hearing CFRA Downgrades Tesla From Hold To Sell; Unconfirmed',\n   'date': '2020-01-09 13:19:00+00:00'},\n  {'title': 'Baird Downgrades Tesla to Neutral, Raises Price Target to $525',\n   'date': '2020-01-09 11:49:00+00:00'},\n  {'title': 'CORRECTION: Baird Downgrades Tesla to Neutral from Outperform; Raises Price Target to $525 from $355',\n   'date': '2020-01-09 10:30:00+00:00'},\n  {'title': \"Billionaire Gives Away $9M As 'Social Experiment,' Breaks Twitter Records\",\n   'date': '2020-01-09 09:37:00+00:00'},\n  {'title': \"Tesla, Musk Approach Historic Milestones As Automaker's Stock Rally Continues\",\n   'date': '2020-01-08 20:53:00+00:00'},\n  {'title': \"Tesla shares are trading higher, potentially amid continued optimism surrounding the company's China production. CEO Elon Musk on Twitter suggested the company was making 'amazing progress' in China, sending shares higher.\",\n   'date': '2020-01-08 17:33:00+00:00'},\n  {'title': \"Elon Musk Tweets: 'Tesla China Team Such amazing progress!!'\",\n   'date': '2020-01-08 17:09:00+00:00'},\n  {'title': \"Cramer Questions Why Tesla's Stock Isn't Higher\",\n   'date': '2020-01-08 16:13:00+00:00'},\n  {'title': \"'Tesla has to move endangered bats to build Gigafactory 4, could delay and faces opposition' -Electrek\",\n   'date': '2020-01-08 15:46:00+00:00'},\n  {'title': \"13 Consumer Cyclical Stocks Moving In Wednesday's Pre-Market Session\",\n   'date': '2020-01-08 13:08:00+00:00'},\n  {'title': 'Electrek Reports Daimler/BMW Ride-Hailing Service Is Ordering 60 Tesla Vehicles',\n   'date': '2020-01-08 12:21:00+00:00'},\n  {'title': \"3 Tesla Pros On The Automaker's China Milestone\",\n   'date': '2020-01-07 21:13:00+00:00'},\n  {'title': 'Argus Raises Price Target On Tesla From $396 To $556',\n   'date': '2020-01-07 21:01:00+00:00'},\n  {'title': \"Benzinga Pro's Top 5 Stocks To Watch For Tues., Jan. 7, 2020: TSLA, SQ, LEN, APOP, PIR\",\n   'date': '2020-01-07 13:57:00+00:00'},\n  {'title': 'Elon Musk Busts A Move As First Chinese-Made Model 3s Delivered',\n   'date': '2020-01-07 13:20:00+00:00'},\n  {'title': \"'Tesla Model 3 to be $5,000 cheaper in New Jersey; Turnpike getting electrified' -Electrek\",\n   'date': '2020-01-06 21:04:00+00:00'},\n  {'title': \"'Tesla plans to build 'future vehicles' at Gigafactory 4 as new details emerge' -Electrek\",\n   'date': '2020-01-06 18:49:00+00:00'},\n  {'title': 'Tesla Option Alert: Jan, 2021 $200 Puts at the Bid: 1000 @ $7.25 vs 10524 OI; Earnings 1/29 After Close [est] Ref=$445.46',\n   'date': '2020-01-06 18:48:00+00:00'},\n  {'title': 'RBC Capital Maintains Underperform on Tesla, Raises Price Target to $315',\n   'date': '2020-01-06 15:24:00+00:00'},\n  {'title': 'Perspective Time: Geopolitics Hits Markets, But Losses Not Too Steep Yet And Volatility Tame',\n   'date': '2020-01-06 14:42:00+00:00'},\n  {'title': 'Nio Shares Retest $4 Level After December, Q4 Deliveries Beat Guidance',\n   'date': '2020-01-06 12:25:00+00:00'},\n  {'title': 'Tesla CEO Elon Musk Plans to Attend a Delivery Ceremony for Made-in-China Teslas in Shanghai on Tuesday',\n   'date': '2020-01-06 10:54:00+00:00'},\n  {'title': \"Benzinga's Bulls And Bears Of The Week: Apple, Disney, Starbucks, Tiffany And More\",\n   'date': '2020-01-04 22:02:00+00:00'},\n  {'title': 'Tesla Model 3 Production In China Already Above 3,000 Per Week',\n   'date': '2020-01-04 14:29:00+00:00'},\n  {'title': 'Tesla Shorts Are Still Holding On (For Now)',\n   'date': '2020-01-03 18:17:00+00:00'},\n  {'title': \"Canaccord Maintains Buy, $515 Target On Tesla As Firm Notes 'we view these results as a clear indication that EV demand remains strong for Tesla and that the company is well positioned for 2020 with continued positive momentum in all business areas'\",\n   'date': '2020-01-03 17:05:00+00:00'},\n  {'title': 'Tesla shares are trading higher after the company reported record deliveries of roughly 367,600 in FY19, which is a 50% year-over-year increase.',\n   'date': '2020-01-03 14:39:00+00:00'},\n  {'title': 'Tesla Reports Record Q4 Deliveries',\n   'date': '2020-01-03 13:54:00+00:00'},\n  {'title': \"Benzinga Pro's Top 5 Stocks To Watch For Fri., Jan. 3, 2020: TSLA, AAPL, YUMA, AXE, CMG\",\n   'date': '2020-01-03 13:41:00+00:00'},\n  {'title': \"UPDATE: Tesla Says 'Our delivery count should be viewed as slightly conservative, as we only count a car as delivered if it is transferred to the customer and all paperwork is correct'\",\n   'date': '2020-01-03 13:19:00+00:00'},\n  {'title': 'Tesla Reports Q4 Model S/X Production ~17.9K Vehicles, Model 3 Production ~86.96K Vehicles',\n   'date': '2020-01-03 13:18:00+00:00'},\n  {'title': 'Tesla Reports FY19 Deliveries ~367.6K, Up 50% Year Over Year',\n   'date': '2020-01-03 13:17:00+00:00'},\n  {'title': 'Tesla Q4 Production Almost 105K Vehicles, Deliveries ~112K Vehicles',\n   'date': '2020-01-03 13:17:00+00:00'},\n  {'title': \"16 Consumer Cyclical Stocks Moving In Friday's Pre-Market Session\",\n   'date': '2020-01-03 13:01:00+00:00'},\n  {'title': 'China-made Exports of Ford, Tesla, BBMW Set to Surge as Beijing Opens Auto Industry, Government Says',\n   'date': '2020-01-03 11:02:00+00:00'},\n  {'title': 'Tesla Cuts Price of Made-in-China Model 3 to ~$43,000 after Incentives',\n   'date': '2020-01-03 10:54:00+00:00'},\n  {'title': 'Chinese EV Maker Lixiang Files for Minimum $500M U.S. IPO',\n   'date': '2020-01-03 10:30:00+00:00'},\n  {'title': 'Tesla Cuts Price for China-made Model 3 Vehicles to 299,050 Yuan',\n   'date': '2020-01-03 03:31:00+00:00'},\n  {'title': 'Tesla shares are trading higher after the company said it would deliver a second batch of China-made Model 3S on January 7th.',\n   'date': '2020-01-02 18:41:00+00:00'},\n  {'title': 'Canaccord Lifts Tesla Price Target Above $500 Amid International Opportunity',\n   'date': '2020-01-02 17:50:00+00:00'},\n  {'title': \"Today's Pickup: Asia's Richest Man Looks To Stand Up To Amazon's Might In India\",\n   'date': '2020-01-02 16:40:00+00:00'},\n  {'title': 'Wedbush Says Tesla Poised For Q4 Delivery Upside On Model 3 Demand, European Strength',\n   'date': '2020-01-02 15:59:00+00:00'},\n  {'title': \"UPDATE: Canaccord Genuity Maintains Buy On Tesla, Raises Target To $515 As Firm Believes 'the trend towards electrification will only accelerate in 2020'; Anticipates Co's Q4 Delivery Numbers Will Be Above Co's 360,000 Unit Guidance For 2019\",\n   'date': '2020-01-02 15:28:00+00:00'},\n  {'title': \"2020 Vision: Rally Mode To Start Off Decade As Last Year's Strength Rolls Along\",\n   'date': '2020-01-02 14:38:00+00:00'},\n  {'title': '10 Biggest Price Target Changes For Thursday',\n   'date': '2020-01-02 13:20:00+00:00'},\n  {'title': 'Tesla To Begin Delivering China-Made Model 3 To Public On Jan. 7',\n   'date': '2020-01-02 12:48:00+00:00'},\n  {'title': 'Canaccord Genuity Maintains Buy on Tesla, Raises Price Target to $515',\n   'date': '2020-01-02 12:41:00+00:00'},\n  {'title': \"10 Consumer Cyclical Stocks Moving In Thursday's Pre-Market Session\",\n   'date': '2020-01-02 12:37:00+00:00'},\n  {'title': \"10 Consumer Cyclical Stocks Moving In Thursday's Pre-Market Session\",\n   'date': '2020-01-02 12:37:00+00:00'},\n  {'title': 'Hearing Canaccord Genuity Raised Tesla Price Target From $375 To $515; Unconfirmed',\n   'date': '2020-01-02 12:22:00+00:00'},\n  {'title': 'Tesla Says will Deliver Second Batch of China-made Model 3s on January 7',\n   'date': '2020-01-02 10:40:00+00:00'}],\n '2020-02': [{'title': 'Key Stocks Like Apple, Disney Close To Or Already In Bear Territory As Selloff Continues',\n   'date': '2020-02-28 22:07:00+00:00'},\n  {'title': \"Gene Munster On Apple's Future, Tesla's Valuation And The 2020 Election\",\n   'date': '2020-02-28 19:38:00+00:00'},\n  {'title': 'Coronavirus Is Not Only Eating Into Growth, But Might Also Break Some Bubbles',\n   'date': '2020-02-28 14:54:00+00:00'},\n  {'title': \"'Why Tesla Could Be Worth $1.5 Trillion by 2030, According to Ron Baron' -Barron's\",\n   'date': '2020-02-28 14:19:00+00:00'},\n  {'title': 'Worst Of The Worst: Losses Accelerate Into Close As Toughest Week In Years Continues',\n   'date': '2020-02-28 14:03:00+00:00'},\n  {'title': 'Tesla shares are trading lower. Movement appears market related as equities continue to sell off amid the global coronavirus spread.',\n   'date': '2020-02-28 13:51:00+00:00'},\n  {'title': \"9 Consumer Cyclical Stocks Moving In Friday's Pre-Market Session\",\n   'date': '2020-02-28 12:46:00+00:00'},\n  {'title': '140 Biggest Movers From Yesterday',\n   'date': '2020-02-28 10:00:00+00:00'},\n  {'title': 'Hyundai Stock Dips As Company Shuts Down Factory After Worker Tests Positive For Coronavirus',\n   'date': '2020-02-28 09:55:00+00:00'},\n  {'title': \"Tesla And PG&E To Build World's Largest Battery Farm\",\n   'date': '2020-02-28 07:27:00+00:00'},\n  {'title': 'Baidu Reports Q4 Earnings Beat, Shares Tank On Grim Q1 Outlook Due To Coronavirus',\n   'date': '2020-02-28 04:12:00+00:00'},\n  {'title': \"'Tesla sales in China drop despite start of local production, people panic and TSLA crashes' -Electrek\",\n   'date': '2020-02-27 18:19:00+00:00'},\n  {'title': \"Why Tesla CEO Elon Musk 'Clearly Understands The Wall Street Game'\",\n   'date': '2020-02-27 17:35:00+00:00'},\n  {'title': \"100 Stocks Moving In Thursday's Mid-Day Session\",\n   'date': '2020-02-27 17:24:00+00:00'},\n  {'title': 'Gordon Johnson Maintains Bearish Tesla Thesis Despite Rally: PreMarket Prep Recap For Feb. 27, 2020',\n   'date': '2020-02-27 17:17:00+00:00'},\n  {'title': \"Tesla shares are trading lower. Potential catalysts include market-wide weakness, profit taking from recent highs and the recent announcement that Panasonic will stop joint solar cell production at company's NY plant.\",\n   'date': '2020-02-27 14:06:00+00:00'},\n  {'title': \"'Tesla's massive 1GWh Megapack battery project with PG&E is approved' -Electrek\",\n   'date': '2020-02-27 14:05:00+00:00'},\n  {'title': \"10 Consumer Cyclical Stocks Moving In Thursday's Pre-Market Session\",\n   'date': '2020-02-27 12:48:00+00:00'},\n  {'title': 'Hearing Tesla Jan. New-Car Registrations In China Down 46% Month Over Month',\n   'date': '2020-02-27 11:58:00+00:00'},\n  {'title': 'Tesla Supplier CATL Plans To Raise $2.85B To Expand Electric Battery Business',\n   'date': '2020-02-27 10:44:00+00:00'},\n  {'title': 'Microsoft Shares Fall As Company Warns Of Q3 Earnings Miss Due To Coronavirus Impact',\n   'date': '2020-02-27 03:06:00+00:00'},\n  {'title': 'March Outlook: Political Season Starts To Sizzle, But Coronavirus Still Hogs Headlines',\n   'date': '2020-02-26 19:19:00+00:00'},\n  {'title': \"'Tesla asks Model Y buyers to change configuration to get sooner delivery, hinting at high volume' -Electrek\",\n   'date': '2020-02-26 17:57:00+00:00'},\n  {'title': 'Are Spaceflights Just Around The Corner?',\n   'date': '2020-02-26 14:35:00+00:00'},\n  {'title': 'The Effects Of The Coronavirus On The Market',\n   'date': '2020-02-26 14:23:00+00:00'},\n  {'title': 'JD Power Sees Feb. Total Vehicle Sales 1.332M Units, Down 1.8%; Sees 2020 Light-Vehicle Sales 16.8M Units, Down 1.1%',\n   'date': '2020-02-26 14:01:00+00:00'},\n  {'title': \"'Tesla May Be Less Vulnerable To Coronavirus Crisis Than Rivals' -Electrek\",\n   'date': '2020-02-26 13:45:00+00:00'},\n  {'title': \"Tesla shares are trading lower. Weakness potentially related to announcement that Panasonic plans to exit solar cell production at the company's NY plant, as well as recent autopilot safety concerns and the broader market selloff. UPDATE: Shares have since reversed, now trading higher.\",\n   'date': '2020-02-26 13:41:00+00:00'},\n  {'title': \"6 Consumer Cyclical Stocks Moving In Wednesday's Pre-Market Session\",\n   'date': '2020-02-26 12:44:00+00:00'},\n  {'title': \"Panasonic to Exit Solar Cell Production at Tesla's NY Plant\",\n   'date': '2020-02-26 10:17:00+00:00'},\n  {'title': \"Musk's SpaceX Gets Los Angeles Approval To Build Spaceship At Port\",\n   'date': '2020-02-26 09:11:00+00:00'},\n  {'title': 'Tesla And Panasonic Are No Longer Producing Solar Cells Together',\n   'date': '2020-02-26 08:57:00+00:00'},\n  {'title': 'Tesla Autopilot Limitations, Video Game Caused The 2018 Death Of Apple Engineer, NTSB Says',\n   'date': '2020-02-26 04:39:00+00:00'},\n  {'title': 'Selloff Resumes, With Bond Yields Hitting New Record Lows As CDC Virus Report Spooks',\n   'date': '2020-02-25 22:06:00+00:00'},\n  {'title': 'Hearing NTSB To Add Recommendations For Partial Self-Driving Cars',\n   'date': '2020-02-25 18:53:00+00:00'},\n  {'title': \"NTSB Chair Says US Auto Safety Regulators Have Ignored Board's Recommendations for System Safeguards In Tesla Autopilot Probes\",\n   'date': '2020-02-25 18:09:00+00:00'},\n  {'title': 'NTSB Chair, On 2018 Tesla Autopilot Crash In California, Says There Was A Lack Of System Safeguards To Prevent Misuse Of Autopilot',\n   'date': '2020-02-25 18:05:00+00:00'},\n  {'title': \"Tesla shares are trading lower after analysts at Jefferies downgraded the company's stock to Hold, saying that the stock's valuation needs to be 'grounded into some visibility on market size and potential profitability.'\",\n   'date': '2020-02-25 15:48:00+00:00'},\n  {'title': \"Jefferies Downgrades Tesla's Stock On Valuation, Unclear Battery Business Model\",\n   'date': '2020-02-25 15:15:00+00:00'},\n  {'title': 'Is It A Good Time For Investment Into Alternative Energy Companies?',\n   'date': '2020-02-25 14:59:00+00:00'},\n  {'title': \"Earnings To The Rescue? HP, Macy's, Home Depot All Report Solid Results, Providing Lift\",\n   'date': '2020-02-25 14:52:00+00:00'},\n  {'title': \"UPDATE: Jefferies Downgrades Tesla to Hold, Raises Price Target to $800 As Firm Notes 'However convinced we are about the Tesla equity opportunity, we still need valuation to be grounded into some visibility on market size and potential profitability.'\",\n   'date': '2020-02-25 14:45:00+00:00'},\n  {'title': 'A Peek Into The Markets: US Stock Futures Up Ahead Of Home-Price, Consumer Confidence Data',\n   'date': '2020-02-25 11:13:00+00:00'},\n  {'title': 'Ling Yun Industrial Says It is Not a Battery Case Supplier to Tesla and Has Not Received Any Major Orders From Tesla Recently, Responding to Recent Share Price Movement',\n   'date': '2020-02-25 11:12:00+00:00'},\n  {'title': 'Jefferies Downgrades Tesla to Hold, Raises Price Target to $800',\n   'date': '2020-02-25 10:06:00+00:00'},\n  {'title': 'US Safety Board Holds Meeting To Determine The Cause Of 2017 Tesla Crash Today',\n   'date': '2020-02-25 08:25:00+00:00'},\n  {'title': \"Tesla's Cybertruck Sets Internet Abuzz (Again) As Musk Reveals Features On Twitter\",\n   'date': '2020-02-25 05:25:00+00:00'},\n  {'title': 'China, Japan Stocks Edge Lower As Coronavirus Fears Continue, South Korea Recoups',\n   'date': '2020-02-25 04:35:00+00:00'},\n  {'title': 'Jefferies Downgrades Tesla from Buy to Hold; Raises Price Target from $600 to $800',\n   'date': '2020-02-25 02:02:00+00:00'},\n  {'title': \"'Tesla under scrutiny again over fatal crash on Autopilot' -Electrek\",\n   'date': '2020-02-24 20:58:00+00:00'},\n  {'title': 'Big Tech Corporations Turning To The Sun – Literally',\n   'date': '2020-02-24 15:30:00+00:00'},\n  {'title': 'Rough Start To New Week As Apple, Chip Stocks, Travel And Leisure Sector Hit Hard By Virus',\n   'date': '2020-02-24 14:55:00+00:00'},\n  {'title': \"Tesla shares are trading lower in sympathy with the overall market on increased coronavirus fears. Global Equities' Chowdhry said Tesla is likely being impacted by shortages from China.\",\n   'date': '2020-02-24 13:49:00+00:00'},\n  {'title': \"Global Equities' Chowdhry Says Tesla Likely Being Impacted By Shortages From China\",\n   'date': '2020-02-24 13:28:00+00:00'},\n  {'title': \"20 Consumer Cyclical Stocks Moving In Monday's Pre-Market Session\",\n   'date': '2020-02-24 12:27:00+00:00'},\n  {'title': 'Notable Insider Buys Last Week: Moderna, Tesla And More',\n   'date': '2020-02-23 17:26:00+00:00'},\n  {'title': 'Consumer Reports Names Tesla Model 3 Top Electric Vehicle For 2020',\n   'date': '2020-02-22 18:10:00+00:00'},\n  {'title': \"Benzinga's Bulls And Bears Of The Week: Merck, Nike, Target And More\",\n   'date': '2020-02-22 18:00:00+00:00'},\n  {'title': 'A Smaller, Cheaper Cybertruck: Mattel Partners With Tesla To Make RC Toys',\n   'date': '2020-02-21 17:38:00+00:00'},\n  {'title': \"Report: Tesla's Shanghai Gigafactory Up And Running Following Coronavirus Production Hit\",\n   'date': '2020-02-21 16:16:00+00:00'},\n  {'title': \"Mattel Shares Unaffected Following 'Tesla partners with Hot Wheels on Cybertruck remote-controlled toys, pre-orders open' -Electrek\",\n   'date': '2020-02-21 16:14:00+00:00'},\n  {'title': '\\'Cheaper CATL Batteries May Spur Demand for Tesla in China: BNEF\" Lower-energy density battery (lithium-iron-phosphate) for $TSLA in China could = opening up a new segment for Tesla in China\\' -Tweet From Bloomberg Reporter',\n   'date': '2020-02-21 15:49:00+00:00'},\n  {'title': 'Ark Invest Says Autonomous Ride-Hailing Now Looks Even More Profitable Than Previously Estimated',\n   'date': '2020-02-21 15:05:00+00:00'},\n  {'title': \"'Tesla Cybertruck Or Model X? Canadian Law Enforcement Asks Musk' -Inside EVs\",\n   'date': '2020-02-21 13:46:00+00:00'},\n  {'title': \"4 Consumer Cyclical Stocks Moving In Friday's Pre-Market Session\",\n   'date': '2020-02-21 12:40:00+00:00'},\n  {'title': \"'China Car Sales Slump 92% in First Half of February on Virus' -Bloomberg Article From Late Thurs.\",\n   'date': '2020-02-21 11:24:00+00:00'},\n  {'title': 'Tesla Gets Court Approval To Continue Work At Berlin Gigafactory',\n   'date': '2020-02-21 08:09:00+00:00'},\n  {'title': 'German Court Dismisses Environmental Challenge To Halt Preparations For Tesla Plant Near Berlin',\n   'date': '2020-02-20 21:01:00+00:00'},\n  {'title': \"Citron Likes Recent IPO Schrodinger, Compares Company To 'An Early Stage Tesla'\",\n   'date': '2020-02-20 18:28:00+00:00'},\n  {'title': \"UPDATE: '10 Top Picks of 2020: Best Cars of the Year' -Consumer Reports\",\n   'date': '2020-02-20 17:21:00+00:00'},\n  {'title': \"'Tesla's lead in batteries and energy efficiency validated by Consumer Reports' -Teslarati\",\n   'date': '2020-02-20 17:13:00+00:00'},\n  {'title': 'Tesla Shares Relatively Quiet As Hearing Consumer Reports Report Shows Tesla Is The Highest-Ranked US Auto Brand, Model 3 Is A Top Pick',\n   'date': '2020-02-20 17:06:00+00:00'},\n  {'title': 'Tesla shares are trading lower. Not currently seeing company-specific news items. Movement potentially in sympathy with global equities following steep mid-day selloff.',\n   'date': '2020-02-20 16:35:00+00:00'},\n  {'title': \"'Tesla loses one of its most senior executives and Gigafactory builder' -Recent Electrek Article\",\n   'date': '2020-02-20 15:02:00+00:00'},\n  {'title': \"China Stimulus Doesn't Translate Into US Strength As Deere Prepares To Report Friday\",\n   'date': '2020-02-20 14:39:00+00:00'},\n  {'title': \"'China considers extending EV subsidies after sales slump, report says' -Automotive News\",\n   'date': '2020-02-20 14:34:00+00:00'},\n  {'title': \"7 Consumer Cyclical Stocks Moving In Thursday's Pre-Market Session\",\n   'date': '2020-02-20 12:52:00+00:00'},\n  {'title': '3 Alternative Energy ETFs Crushing It This Year',\n   'date': '2020-02-20 12:30:00+00:00'},\n  {'title': 'Hefei Metalforming Intelligent Manufacturing  Says It Does Not Have Direct Cooperation and Supply Relationship With Tesla in Response to Recent Unusual Share Price Movements',\n   'date': '2020-02-20 10:30:00+00:00'},\n  {'title': '78 Biggest Movers From Yesterday',\n   'date': '2020-02-20 10:16:00+00:00'},\n  {'title': 'Tesla Charges Ahead In Efforts To Achieve 400 Mile Range',\n   'date': '2020-02-20 05:36:00+00:00'},\n  {'title': \"'Tesla is working on new ~110 kWh battery pack for more than 400 miles of range' -Electrek\",\n   'date': '2020-02-19 22:04:00+00:00'},\n  {'title': 'Electrek Co Says Tesla Has A New Building Next To Its Giga Nevada Factory',\n   'date': '2020-02-19 19:05:00+00:00'},\n  {'title': \"51 Stocks Moving In Wednesday's Mid-Day Session\",\n   'date': '2020-02-19 17:18:00+00:00'},\n  {'title': \"Italy's Pirelli CEO Says Co. Supplying 10% Of Tires Used By Tesla And Share Will Grow, Co Will Participate In Model 3 By Year-End\",\n   'date': '2020-02-19 15:04:00+00:00'},\n  {'title': 'Tesla Shares Cross $900 As Piper Sandler Raises Price Target To Street High',\n   'date': '2020-02-19 14:55:00+00:00'},\n  {'title': \"Unfazed FAANGs: Pullback In Apple Didn't Carry Over To Other Big Tech Names\",\n   'date': '2020-02-19 14:35:00+00:00'},\n  {'title': 'Autonomous Yard Trucking Startup Drives Out Of Stealth With $53M In Series A',\n   'date': '2020-02-19 13:52:00+00:00'},\n  {'title': '10 Biggest Price Target Changes For Wednesday',\n   'date': '2020-02-19 13:39:00+00:00'},\n  {'title': \"Elon Musk Not Happy About Bill Gates' Porsche Purchase, Calls Their Conversations 'Underwhelming'\",\n   'date': '2020-02-19 13:22:00+00:00'},\n  {'title': \"7 Consumer Cyclical Stocks Moving In Wednesday's Pre-Market Session\",\n   'date': '2020-02-19 13:16:00+00:00'},\n  {'title': \"Tesla shares are trading higher after Piper Sandler analysts raised their price target on the stock, citing potential in the company's battery and solar segments.\",\n   'date': '2020-02-19 12:53:00+00:00'},\n  {'title': \"24 Stocks Moving in Wednesday's Pre-Market Session\",\n   'date': '2020-02-19 12:29:00+00:00'},\n  {'title': 'Elon Musk Thinks All Artificial Intelligence Needs To Be Better Regulated, Including At Tesla',\n   'date': '2020-02-19 12:14:00+00:00'},\n  {'title': 'Tesla Shares Rise 7.5% Premarket to $922; Piper Sandler Raises Price Target from $729 to $928; Says Next Big Thing for Co is Batteries and Solar Power',\n   'date': '2020-02-19 10:35:00+00:00'},\n  {'title': 'Tesla Model 3 Teardown Finds Technology Years Ahead Of Established Automakers',\n   'date': '2020-02-18 19:28:00+00:00'},\n  {'title': 'Tesla Could Buy Cheaper Cobalt-Free Batteries To Lower Production Costs: Report',\n   'date': '2020-02-18 16:56:00+00:00'},\n  {'title': 'Tesla Faces Huge Execution Risk Ahead, Analyst Says Stock Price Remains On Mars',\n   'date': '2020-02-18 15:57:00+00:00'},\n  {'title': 'Market Taking A Step Back: Walmart Misses On Earnings, Apple Lowers Sales Guidance',\n   'date': '2020-02-18 15:14:00+00:00'},\n  {'title': \"UPDATE: Cowen On Tesla Thinks 'VALUATION REMAINS ON MARS'\",\n   'date': '2020-02-18 14:04:00+00:00'},\n  {'title': \"UPDATE: Cowen Maintains Underperform On Tesla, Raises Target To $290 As Firm Sees It As A Positive That The Co. 'is taking advantage of the staggering dislocation between its stock price and our assessment of its fair value to raise additional capital'\",\n   'date': '2020-02-18 14:04:00+00:00'},\n  {'title': \"Benzinga Pro's Top 5 Stocks To Watch For Tues., Feb. 18, 2020: AAPL, WMT, TSLA, FLR, SPWR\",\n   'date': '2020-02-18 13:57:00+00:00'},\n  {'title': 'Global Stocks Drop As Apple, Others Share Grim Outlook Due To Coronavirus Outbreak',\n   'date': '2020-02-18 13:57:00+00:00'},\n  {'title': \"UPDATE: Morgan Stanley On Tesla Notes 'Our new bull case reflects 4 million units of auto volume by 2030 with a 12% operating margin. This compares with our base case forecast of 2.2 million units and a 10% OP margin by 2030'\",\n   'date': '2020-02-18 13:39:00+00:00'},\n  {'title': \"UPDATE: Morgan Stanley Maintains Underweight On Tesla, Raises Target To $500, Raises Bull Case Target From $650 To $1,200 Believes 'investors should expect a very challenging 1Q, with our bull case moving to expansionary mode on battery capacity'\",\n   'date': '2020-02-18 13:39:00+00:00'},\n  {'title': '10 Biggest Price Target Changes For Tuesday',\n   'date': '2020-02-18 13:35:00+00:00'},\n  {'title': 'Cowen & Co. Maintains Underperform on Tesla, Raises Price Target to $290',\n   'date': '2020-02-18 13:20:00+00:00'},\n  {'title': \"6 Consumer Cyclical Stocks Moving In Tuesday's Pre-Market Session\",\n   'date': '2020-02-18 12:52:00+00:00'},\n  {'title': 'Morgan Stanley Maintains Underweight on Tesla, Raises Price Target to $500',\n   'date': '2020-02-18 12:49:00+00:00'},\n  {'title': 'Tesla shares are trading higher after Morgan Stanley reportedly raised its price target to $500 and its bull case to $1.200.',\n   'date': '2020-02-18 12:35:00+00:00'},\n  {'title': 'Hearing Morgan Stanley Raised Tesla Price Target To $500, Raised Bull Case To $1,200',\n   'date': '2020-02-18 12:25:00+00:00'},\n  {'title': 'Bernstein Maintains Market Perform on Tesla, Raises Price Target to $730',\n   'date': '2020-02-18 12:21:00+00:00'},\n  {'title': \"Tesla said to be in talks to use CATL's cobalt-free batteries in China-made cars\",\n   'date': '2020-02-18 11:00:00+00:00'},\n  {'title': 'GM Ceases Operations In Australia, New Zealand, Thailand, Ends Iconic Holden Brand',\n   'date': '2020-02-18 10:36:00+00:00'},\n  {'title': 'Apple To Miss Q2 Earnings As Coronavirus Outbreak Hits Both Supply And Demand',\n   'date': '2020-02-18 04:41:00+00:00'},\n  {'title': \"Tesla's Berlin Factory Preparation Work Halted by German Court\",\n   'date': '2020-02-16 16:18:00+00:00'},\n  {'title': 'Elon Musk Tweets Looking Forward to International Expansion of Solar Roof Business Later this Year',\n   'date': '2020-02-16 01:16:00+00:00'},\n  {'title': \"Barron's Picks And Pans: Berkshire Hathaway, Bitcoin, Roku And More\",\n   'date': '2020-02-15 21:30:00+00:00'},\n  {'title': \"Benzinga's Bulls And Bears Of The Week: GM, Luckin, Slack, Tesla And More\",\n   'date': '2020-02-15 21:11:00+00:00'},\n  {'title': 'Tesla Shares Unaffected Following Amended 13G Filing From T. Rowe Price Showed Raised Stake In Co. To 0.9%',\n   'date': '2020-02-14 18:55:00+00:00'},\n  {'title': \"Gene Munster Defends Tesla Bulls, Roth Capital's Irwin Makes Bear Case\",\n   'date': '2020-02-14 17:46:00+00:00'},\n  {'title': 'How Tesla Could Use Its $2B In Offering Cash: A Cybertruck Plant, China, Debt Payoff',\n   'date': '2020-02-14 16:21:00+00:00'},\n  {'title': 'Walking On Sunshine Is Good – But Earning On Sunshine Is Good Too!',\n   'date': '2020-02-14 14:53:00+00:00'},\n  {'title': \"'Tesla is starting to add third-party charging stations to its in-car navigation' -Electrek\",\n   'date': '2020-02-14 13:59:00+00:00'},\n  {'title': \"Benzinga Pro's Top 5 Stocks To Watch For Fri., Feb. 14, 2020: TSLA, ROKU, CRON, YELP, AMD\",\n   'date': '2020-02-14 13:58:00+00:00'},\n  {'title': 'Tesla shares are trading lower after the company priced its 2.65 million share offering at $767 per share. The company also had a recall of 3,183 Model X vehicles in China.',\n   'date': '2020-02-14 13:49:00+00:00'},\n  {'title': \"6 Consumer Cyclical Stocks Moving In Friday's Pre-Market Session\",\n   'date': '2020-02-14 13:22:00+00:00'},\n  {'title': 'Tesla Prices 2.65M-Share Offering At $767',\n   'date': '2020-02-14 12:38:00+00:00'},\n  {'title': \"'Dean Of Valuation' Says Tesla Still Has Long Way To Go To Justify Stock Price\",\n   'date': '2020-02-14 12:24:00+00:00'},\n  {'title': 'Tesla Filing Shows 2.65M Share Offering Priced At $767',\n   'date': '2020-02-14 11:32:00+00:00'},\n  {'title': \"China Association of Automobile Manufacturers Says China's Auto Sales May Fall 10% in H1 Due to Coronavirus\",\n   'date': '2020-02-14 10:40:00+00:00'},\n  {'title': 'Tesla to Recall 3,183 Model X Vehicles in China',\n   'date': '2020-02-14 09:54:00+00:00'},\n  {'title': \"Tesla Says 'Public Health Epidemic Originating In China' A 'Risk Factor' For Its Business\",\n   'date': '2020-02-14 04:47:00+00:00'},\n  {'title': 'Source Familiar With Matter Tells Benzinga Tesla Offering To Price At $767/Share',\n   'date': '2020-02-14 00:37:00+00:00'},\n  {'title': \"Tesla's Unexpected Capital Raise Leads To Surprising Stock Surge\",\n   'date': '2020-02-13 20:00:00+00:00'},\n  {'title': \"'Tesla wins Taiwan military contract for a fleet of 20 electric vehicles' -Electrek\",\n   'date': '2020-02-13 17:40:00+00:00'},\n  {'title': 'Tesla shares are trading higher. Shares dipped this morning when the company announced an equity offering and have since reversed. The stock has seen heavy momentum in recent weeks.',\n   'date': '2020-02-13 17:37:00+00:00'},\n  {'title': \"'One of Tesla's biggest backers says the offering increases confidence in her $7,000 forecast' -CNBC\",\n   'date': '2020-02-13 17:23:00+00:00'},\n  {'title': \"Gene Munster's Loup Ventures Issues Post On Tesla Following Offering News 'Tesla Capitalizes on Its Surge'\",\n   'date': '2020-02-13 17:20:00+00:00'},\n  {'title': 'To The Moon And Back: White House Asks For Big Increase In NASA Budget',\n   'date': '2020-02-13 16:16:00+00:00'},\n  {'title': 'UPDATE: CFRA Reiterates Sell Rating On Tesla, Says Continues To View Risk/Reward Profile As Unfavorable; Notes Higher Capex Guidance For 2020-2022 Should Equate To Weaker Free Cash Flow Than It Has Generated In Recent Quarters',\n   'date': '2020-02-13 16:04:00+00:00'},\n  {'title': \"CFRA Says It's Unsurprised By Tesla Capital Raise Considering Co.'s 'Ambitious Growth Plans'  In Light Of Stock's Run Up; Firm Says Recent 'Speed Bumps' Such As Coronavirus, Model X Recall 'Likely Factored Into' Decision To Proceed With Offering\",\n   'date': '2020-02-13 16:04:00+00:00'},\n  {'title': 'Coronavirus Fears Back On Big Earnings Day As Alibaba, PepsiCo, Nvidia All Report',\n   'date': '2020-02-13 15:05:00+00:00'},\n  {'title': 'Source Familiar With Matter Tells Benzinga Tesla ~2.65M Share Offering Expected To Price After The Close Today; Overallottment Is Additional 397,500 Shares',\n   'date': '2020-02-13 14:03:00+00:00'},\n  {'title': \"Benzinga Pro's Top 5 Stocks To Watch For Thurs., Feb. 13, 2020: FXI, TSLA, BABA, NIO, CAT\",\n   'date': '2020-02-13 13:59:00+00:00'},\n  {'title': 'Tesla Announces $2B Offering, Musk To Buy $10M In Common Stock',\n   'date': '2020-02-13 13:15:00+00:00'},\n  {'title': 'Tesla Says Will Use Net Proceeds From Offering To Further Strength Its Balance Sheet, General Corporate Purposes',\n   'date': '2020-02-13 12:51:00+00:00'},\n  {'title': 'Tesla shares are trading lower after the company issued a 10-K filing indicating the SEC has issued a subpoena seeking info related to certain financial data. The company also reported a $2 billion common stock offering. NOTE: Shares have since reversed and are now trading higher.',\n   'date': '2020-02-13 12:49:00+00:00'},\n  {'title': 'Tesla Gross Proceeds From Offering $2.3B',\n   'date': '2020-02-13 12:49:00+00:00'},\n  {'title': \"Tesla's Elon Musk To Buy $10M In Common Stock Offering; Larry Ellison To Buy $1M In Shares\",\n   'date': '2020-02-13 12:48:00+00:00'},\n  {'title': 'Tesla Reports $2B Common Stock Offering',\n   'date': '2020-02-13 12:47:00+00:00'},\n  {'title': \"5 Consumer Cyclical Stocks Moving In Thursday's Pre-Market Session\",\n   'date': '2020-02-13 12:36:00+00:00'},\n  {'title': \"Tesla 10-K Shows SEC Issued Subpoena Seeking Info Related To Certain Financial Data, Contracts Including Co.'s Regular Financing Arrangements\",\n   'date': '2020-02-13 12:25:00+00:00'},\n  {'title': 'Tesla Sees Average Annual Capex In FY20-FY22 $2.5B-$3.5B',\n   'date': '2020-02-13 12:22:00+00:00'},\n  {'title': 'Tesla 10-K Just Out', 'date': '2020-02-13 12:21:00+00:00'},\n  {'title': 'Tesla Wants To Manufacture Model 3 With A Longer Range in China',\n   'date': '2020-02-13 11:10:00+00:00'},\n  {'title': 'Tesla Seeks Approval to Build Longer Range Model 3s in China',\n   'date': '2020-02-13 10:37:00+00:00'},\n  {'title': 'Charlie Munger Talks About Chinese Companies, Poor Investment Choices, And Why He Would Never Buy Tesla Stock',\n   'date': '2020-02-13 08:37:00+00:00'},\n  {'title': 'Tesla Recalls 15,000 Vehicles Due To Power Steering Issue Causing Potential Crash',\n   'date': '2020-02-13 02:43:00+00:00'},\n  {'title': 'Tesla Recalling 15,000 Model X SUVs For Power Steering Issue In North America',\n   'date': '2020-02-12 21:28:00+00:00'},\n  {'title': \"'Connect The Marketplace:' Say Technologies Delivers An Interactive Corporate Engagement Tool\",\n   'date': '2020-02-12 20:48:00+00:00'},\n  {'title': \"UPDATE: Berkshire's Munger Says Elon Musk Overestimates Himself But He May Not Be Wrong All The Time\",\n   'date': '2020-02-12 19:13:00+00:00'},\n  {'title': \"Berkshire Hathaway's Charlie Munger, When Asked About Tesla, Says Would Never Buy It, Would Never Sell The Stock Short\",\n   'date': '2020-02-12 19:12:00+00:00'},\n  {'title': 'Tesla Shares Down 0.5% Over Last Few Mins., As Price Falls Below Near-Term Support Level At $775; Stock Down ~0.3% For Session',\n   'date': '2020-02-12 19:06:00+00:00'},\n  {'title': 'Tesla Might Be Serious About Producing Its Own Batteries',\n   'date': '2020-02-12 16:07:00+00:00'},\n  {'title': \"Musk On Tesla Founder Martin Eberhard: 'He Is Literally The Worst Person I've Ever Worked With'\",\n   'date': '2020-02-12 15:45:00+00:00'},\n  {'title': 'Electric Vehicles And Solar Technology – The New Era Of Energy Revolution',\n   'date': '2020-02-12 15:02:00+00:00'},\n  {'title': \"'Tesla now disables Supercharging in salvaged vehicles' -Electrek\",\n   'date': '2020-02-12 14:12:00+00:00'},\n  {'title': 'Apple Engineer Who Died In 2018 Tesla Crash Previously Complained Of Autopilot Malfunction',\n   'date': '2020-02-12 11:25:00+00:00'},\n  {'title': \"'Tesla Gigafactory 3 Is Back Online: February 10, 2020 Video' -InsideEVs\",\n   'date': '2020-02-11 18:53:00+00:00'},\n  {'title': \"'Tesla is building a pilot battery cell manufacturing line in Fremont - getting into the cell business' -Electrek\",\n   'date': '2020-02-11 17:57:00+00:00'},\n  {'title': 'Under Armour Gets Torn Up As Earnings Disappoint, But Coronavirus Fears Retreat Slightly',\n   'date': '2020-02-11 15:10:00+00:00'},\n  {'title': 'The Tesla Cybertruck Has A New Rival, The Nikola Badger',\n   'date': '2020-02-11 14:55:00+00:00'},\n  {'title': 'Waiting On The Tesla Semi', 'date': '2020-02-11 14:14:00+00:00'},\n  {'title': \"Elon Musk Is Getting Excited About Solarglass: 'This Is A Very Important Product'\",\n   'date': '2020-02-10 21:55:00+00:00'},\n  {'title': 'Susquehanna Reports 6.7% Passive Stake In Tesla',\n   'date': '2020-02-10 20:21:00+00:00'},\n  {'title': \"'The degree to which SolarGlass will positively effect the esthetics & energy sustainability of neighborhoods throughout the world is not yet well appreciated' -Musk Tweet\",\n   'date': '2020-02-10 17:54:00+00:00'},\n  {'title': \"'Tesla April company talk will be from our Giga New York factory, where we make SolarGlass & several other products. Will also offer customer & media tours' -Tweet From Elon Musk\",\n   'date': '2020-02-10 17:51:00+00:00'},\n  {'title': \"These Trading Pros Agree: GM's Stock Is Showing A Little More Promise Than Ford\",\n   'date': '2020-02-10 17:45:00+00:00'},\n  {'title': \"'Tesla leaks new air suspension coming for Model 3' -Electrek\",\n   'date': '2020-02-10 16:44:00+00:00'},\n  {'title': \"'Tesla Gigafactory 3 Resumes Production' -Inside EVs\",\n   'date': '2020-02-10 14:52:00+00:00'},\n  {'title': 'Tech Companies Who Have Superpowers To Change Their Industry- And The World',\n   'date': '2020-02-10 14:32:00+00:00'},\n  {'title': \"'Tesla to soon announce solar roof tile expansion in Europe and China' - Electrek.Co\",\n   'date': '2020-02-10 13:51:00+00:00'},\n  {'title': \"6 Consumer Cyclical Stocks Moving In Monday's Pre-Market Session\",\n   'date': '2020-02-10 12:57:00+00:00'},\n  {'title': \"30 Stocks Moving in Monday's Pre-Market Session\",\n   'date': '2020-02-10 12:30:00+00:00'},\n  {'title': 'Tesla shares are trading higher following an article indicating China said it would help companies like Tesla \"resume production as soon as possible\" in Shanghai.',\n   'date': '2020-02-10 12:01:00+00:00'},\n  {'title': \"'Google Could Acquire Tesla For $1,500 Per Share On Its Way To $2 Trillion Stock' -Forbes Contributor Article From Trefis, Great Speculations\",\n   'date': '2020-02-10 11:18:00+00:00'},\n  {'title': \"Benzinga's Bulls And Bears Of The Week: Apple, Comcast, GE, Netflix And More\",\n   'date': '2020-02-09 14:45:00+00:00'},\n  {'title': \"Barron's Picks And Pans: GM, Kraft Heinz, Tesla, Under Armour And More\",\n   'date': '2020-02-08 16:45:00+00:00'},\n  {'title': 'What Tesla Investors Can Learn From Where GM Was 100 Years Ago',\n   'date': '2020-02-08 15:00:00+00:00'},\n  {'title': \"SpaceX's Starlink Satellite Internet Business 'Likely' To Go Public\",\n   'date': '2020-02-07 18:12:00+00:00'},\n  {'title': 'Ford Faces A Titanic Perspective While Tesla Reaches The Moon',\n   'date': '2020-02-07 16:14:00+00:00'},\n  {'title': 'No Fear Friday: PreMarket Prep Recap For Feb. 7, 2020',\n   'date': '2020-02-07 15:51:00+00:00'},\n  {'title': 'Job Market Heats Up In January, As Warmer Weather Might Have Helped Add Positions',\n   'date': '2020-02-07 14:41:00+00:00'},\n  {'title': '3 Popular ETFs With No Tesla Exposure',\n   'date': '2020-02-07 13:21:00+00:00'},\n  {'title': 'Tesla shares are trading lower as the stock continues to come down from the recent rally. Shares initially began selling off on Wednesday when the company suggested it will delay February delivery of some China-made Model 3 vehicles. UPDATE: Shares have reversed as of the market open, now trading higher.',\n   'date': '2020-02-07 13:18:00+00:00'},\n  {'title': 'Tesla Files For Touchscreen Steering Wheel Patent',\n   'date': '2020-02-07 12:34:00+00:00'},\n  {'title': \"Tesla Remotely Removed Autopilot From A User's Car Without Telling Them: Report\",\n   'date': '2020-02-07 03:47:00+00:00'},\n  {'title': 'Teslamania Runs Wild! Now What?',\n   'date': '2020-02-06 20:01:00+00:00'},\n  {'title': \"'Tesla has a new high-tech steering wheel with touchscreens and haptic feedback' -Electrek\",\n   'date': '2020-02-06 19:22:00+00:00'},\n  {'title': \"Joe Rogan's Cannabis Advocacy Is Altruism In Its Purest Form\",\n   'date': '2020-02-06 17:41:00+00:00'},\n  {'title': \"Tesla shares are trading higher. The stock has been increasingly volatile and reached a high of $968. Cramer said the company's stock will eventually rise above $968.\",\n   'date': '2020-02-06 16:27:00+00:00'},\n  {'title': \"Cramer Says Tesla's Stock Will Eventually Rise Above $968\",\n   'date': '2020-02-06 15:29:00+00:00'},\n  {'title': 'Twitter Up, Tesla Down: Strong User Numbers Help TWTR, But TSLA Selling Continues',\n   'date': '2020-02-06 14:36:00+00:00'},\n  {'title': \"44 Stocks Moving in Thursday's Pre-Market Session\",\n   'date': '2020-02-06 12:26:00+00:00'},\n  {'title': '90 Biggest Movers From Yesterday',\n   'date': '2020-02-06 10:15:00+00:00'},\n  {'title': '6 Potential M&A Targets For Tesla',\n   'date': '2020-02-05 22:15:00+00:00'},\n  {'title': \"Needham Maintains Underperfom On Tesla, Saying 'Irrational Exuberance' Has Driven Rally; Notes That Co. 'has never posted a full annual profit since going public' And That Growth Rate And Gross Profit Declined In 2019\",\n   'date': '2020-02-05 17:43:00+00:00'},\n  {'title': \"68 Stocks Moving In Wednesday's Mid-Day Session\",\n   'date': '2020-02-05 17:16:00+00:00'},\n  {'title': 'Shorts In A Twist: Tesla Shares Seem To Be Going Through A Classic \"Squeeze\"',\n   'date': '2020-02-05 17:03:00+00:00'},\n  {'title': \"Canaccord Pumps The Brakes On Tesla Following Stock's Huge Run\",\n   'date': '2020-02-05 16:50:00+00:00'},\n  {'title': \"'How Can You Be Short This Market?': PreMarket Prep Recap For Feb. 5, 2020\",\n   'date': '2020-02-05 16:15:00+00:00'},\n  {'title': 'Tesla Analyst Lays Out The Case For An Equity Offering',\n   'date': '2020-02-05 16:07:00+00:00'},\n  {'title': 'PreMarket Prep Stock Of The Day: Tesla',\n   'date': '2020-02-05 15:28:00+00:00'},\n  {'title': 'Earnings Bonanza: Results Keep Pouring In, With Investors Looking Over Merck, Disney',\n   'date': '2020-02-05 15:00:00+00:00'},\n  {'title': \"Benzinga's Top Upgrades, Downgrades For February 5, 2020\",\n   'date': '2020-02-05 14:55:00+00:00'},\n  {'title': 'Will Tesla Reach $1 Trillion In Sales?',\n   'date': '2020-02-05 14:44:00+00:00'},\n  {'title': 'Tesla Shares Fall Below $800 Level, Down ~11% For Session',\n   'date': '2020-02-05 14:32:00+00:00'},\n  {'title': \"Benzinga Pro's Top 5 Stocks To Watch For Wed., Feb. 5, 2020: TSLA, DIS, SNAP, QCOM, GRUB\",\n   'date': '2020-02-05 13:39:00+00:00'},\n  {'title': \"GM CFO, When Asked About Tesla Stock Run Up, Says Co. Is 'Compelling Investment Opportunity'\",\n   'date': '2020-02-05 13:23:00+00:00'},\n  {'title': 'Elon Musk Offers Short Sellers An Overlooked Argument Against Tesla',\n   'date': '2020-02-05 13:01:00+00:00'},\n  {'title': \"5 Consumer Cyclical Stocks Moving In Wednesday's Pre-Market Session\",\n   'date': '2020-02-05 12:44:00+00:00'},\n  {'title': \"3 Auto Manufacturers Stocks Moving In Wednesday's Pre-Market Session\",\n   'date': '2020-02-05 12:41:00+00:00'},\n  {'title': \"36 Stocks Moving in Wednesday's Pre-Market Session\",\n   'date': '2020-02-05 12:23:00+00:00'},\n  {'title': 'Tesla shares are trading lower following days of upward momentum after the company suggested it will delay February delivery of some China-made Model 3 vehicles. Additionally, Canaccord Genuity downgraded the stock to Hold.',\n   'date': '2020-02-05 11:27:00+00:00'},\n  {'title': '68 Biggest Movers From Yesterday',\n   'date': '2020-02-05 10:56:00+00:00'},\n  {'title': 'Tesla Executive Says Co Will Delay February Delivery of Some Made-in-China Model 3 Cars; Says Shanghai Plant Plans to Restart Production on February 10',\n   'date': '2020-02-05 10:24:00+00:00'},\n  {'title': 'Canaccord Genuity Downgrades Tesla to Hold, Maintains $750 Price Target',\n   'date': '2020-02-05 10:17:00+00:00'},\n  {'title': \"One Of Tesla's Largest Investors Sold 99.5% Of Its Stake Before New Year's Rally\",\n   'date': '2020-02-05 03:34:00+00:00'},\n  {'title': \"How Kevin O'Leary Came To Love Tesla's Stock\",\n   'date': '2020-02-04 22:10:00+00:00'},\n  {'title': 'UPDATE: Tesla Shares Fall ~9% Over Last Few Mins, Still Up 14% for Session; Not Seeing News To Justify Move',\n   'date': '2020-02-04 20:56:00+00:00'},\n  {'title': 'Tesla Shares Fall ~$108 Over Last Few Mins',\n   'date': '2020-02-04 20:55:00+00:00'},\n  {'title': 'Tesla Owns More Than Half The Us Market, Keeps Electric Car Sales Growing - Electrek.Co',\n   'date': '2020-02-04 19:22:00+00:00'},\n  {'title': \"Saudi Arabia's Public Investment Fund Sold ~8.2M Shares Of Tesla Over Last Qtr.\",\n   'date': '2020-02-04 18:35:00+00:00'},\n  {'title': 'Saudi Arabia Public Investment Fund Dumped All But 39K Shares Of Tesla In Q4',\n   'date': '2020-02-04 18:09:00+00:00'},\n  {'title': 'Tesla Shares Tick Slightly Lower As Hearing Saudi Arabia Fund Sold Almost All Of Its Tesla Holdings In Q4',\n   'date': '2020-02-04 17:53:00+00:00'},\n  {'title': \"55 Stocks Moving In Tuesday's Mid-Day Session\",\n   'date': '2020-02-04 17:35:00+00:00'},\n  {'title': \"Musk On Why Tesla's Founding Principles Were 'Wrong,' What The Customer Wants\",\n   'date': '2020-02-04 17:19:00+00:00'},\n  {'title': \"UPDATE: Tesla Says Is Taking Steps To Join OSHA's Voluntary Protection Program At Facilities In Lathrop, Fremont, California, Nevada, New York, Michigan, Minnesota\",\n   'date': '2020-02-04 16:56:00+00:00'},\n  {'title': 'Tesla Says Rate Of Injury Per Vehicle Produced In 2019 Reduced By More Than 50% At Fremont Factory',\n   'date': '2020-02-04 16:56:00+00:00'},\n  {'title': \"Citron Shorts Tesla, Again: 'Even Elon Would Short The Stock Here'\",\n   'date': '2020-02-04 16:50:00+00:00'},\n  {'title': 'Tesla Shares Back Over $900 Level, Now Up 16.2% For Session To ~$907 Level',\n   'date': '2020-02-04 16:49:00+00:00'},\n  {'title': \"Citron's Andrew Left Confirms To Benzinga He Is Short Shares Of Tesla\",\n   'date': '2020-02-04 16:06:00+00:00'},\n  {'title': 'PreMarket Prep Recap, Feb. 4, 2020: TSLA Continues Its Unbelievable Move',\n   'date': '2020-02-04 16:00:00+00:00'},\n  {'title': \"Citron Research On Tesla Says '...when the computers start driving the market, we believe even Elon would short the stock here if he was a fund manager.  This is no longer about the technology, it has become the new Wall St casino.'\",\n   'date': '2020-02-04 15:40:00+00:00'},\n  {'title': 'Tesla Short Sellers Eat $8.3B Loss So Far In 2020',\n   'date': '2020-02-04 15:33:00+00:00'},\n  {'title': 'Stocks That Hit 52-Week Highs On Tuesday',\n   'date': '2020-02-04 15:18:00+00:00'},\n  {'title': 'Innovation Is The Answer To Auto Industry Uncertainty',\n   'date': '2020-02-04 15:05:00+00:00'},\n  {'title': 'China Reportedly Considering Further Stimulus To Help Economy Weather Coronavirus',\n   'date': '2020-02-04 14:52:00+00:00'},\n  {'title': \"Benzinga's Top Upgrades, Downgrades For February 4, 2020\",\n   'date': '2020-02-04 14:48:00+00:00'},\n  {'title': 'Tesla Shorts Keep Getting Squeezed',\n   'date': '2020-02-04 14:35:00+00:00'},\n  {'title': 'Early Tesla Investor Ron Baron Sees Path To $1T In Revenue',\n   'date': '2020-02-04 14:16:00+00:00'},\n  {'title': 'New Street Downgrades Tesla to Neutral',\n   'date': '2020-02-04 12:52:00+00:00'},\n  {'title': 'Tesla shares are trading higher on continued momentum following recent positive catalysts, including recent steep analyst price target raises from Argus and Ark Invest. Investor Ron Baron today said he expects $1 trillion in revenue in 10 years and is not selling shares amid the rally.',\n   'date': '2020-02-04 12:49:00+00:00'},\n  {'title': \"8 Consumer Cyclical Stocks Moving In Tuesday's Pre-Market Session\",\n   'date': '2020-02-04 12:45:00+00:00'},\n  {'title': \"4 Auto Manufacturers Stocks Moving In Tuesday's Pre-Market Session\",\n   'date': '2020-02-04 12:44:00+00:00'},\n  {'title': \"Ron Baron On CNBC Says Tesla's Business Was Growing When Stock Price Wasn't\",\n   'date': '2020-02-04 12:26:00+00:00'},\n  {'title': \"33 Stocks Moving in Tuesday's Pre-Market Session\",\n   'date': '2020-02-04 12:24:00+00:00'},\n  {'title': 'Ron Baron Says Not Selling Tesla Shares',\n   'date': '2020-02-04 12:20:00+00:00'},\n  {'title': 'Ron Baron Says In 10 Years, Expects Tesla Revenue To Be $1T+',\n   'date': '2020-02-04 12:18:00+00:00'},\n  {'title': '85 Biggest Movers From Yesterday',\n   'date': '2020-02-04 09:56:00+00:00'},\n  {'title': 'Elon Musk Getting Richer Faster Than Any Other Billionaire This Year',\n   'date': '2020-02-04 03:44:00+00:00'},\n  {'title': \"Verizon Exec Talks 'First 5G Super Bowl,' Musk Downplays 5G Health Scare\",\n   'date': '2020-02-03 23:29:00+00:00'},\n  {'title': \"Baron Capital's Ron Baron To Appear On CNBC's Squawk Box Tuesday Feb. 4 At 4:00 p.m.\",\n   'date': '2020-02-03 22:55:00+00:00'},\n  {'title': 'What To Know About Elon Musk, Bitcoin And Twitter Scammers',\n   'date': '2020-02-03 20:57:00+00:00'},\n  {'title': \"Fund Manager's Bullish Tesla Options Bet Nets 6,000% Return\",\n   'date': '2020-02-03 19:09:00+00:00'},\n  {'title': \"61 Stocks Moving In Monday's Mid-Day Session\",\n   'date': '2020-02-03 17:25:00+00:00'},\n  {'title': \"'Chinese battery giant CATL confirms supply agreement with Tesla' -Electrek\",\n   'date': '2020-02-03 17:13:00+00:00'},\n  {'title': 'Stocks That Hit 52-Week Highs On Monday',\n   'date': '2020-02-03 16:44:00+00:00'},\n  {'title': 'Mid-Morning Market Update: Markets Open Higher; SYSCO Reports Mixed Q2 Results',\n   'date': '2020-02-03 15:14:00+00:00'},\n  {'title': \"Tesla's Stock Gets Another New Street-High Price Target\",\n   'date': '2020-02-03 14:55:00+00:00'},\n  {'title': 'Surprise, Surprise: Stocks Wearing Their Rally Hats Despite China Market Tanking',\n   'date': '2020-02-03 14:44:00+00:00'},\n  {'title': \"Benzinga Pro's Top 5 Stocks To Watch For Mon., Feb. 3, 2020: SYY, PCG, NNVC, UBER, TSLA\",\n   'date': '2020-02-03 13:59:00+00:00'},\n  {'title': \"UPDATE: Argus On Tesla 'Despite past production delays, parts shortages, labor cost overruns, and other difficulties, we expect Tesla to benefit from its dominant position in the electric vehicle industry and to improve performance in 2020 and beyond'\",\n   'date': '2020-02-03 13:54:00+00:00'},\n  {'title': \"UPDATE: Argus Reiterates Buy On Tesla, Raises Target To $808 Notes 'Our positive view assumes continued revenue growth from the legacy Model S and Model X, as well as strong demand for the new Model 3, which accounted for more than 80% of 4Q19 production'\",\n   'date': '2020-02-03 13:54:00+00:00'},\n  {'title': 'Argus Research Reiterates Buy on Tesla, Raises Price Target to $808',\n   'date': '2020-02-03 13:49:00+00:00'},\n  {'title': 'Hearing Argus Research Raised its Tesla Price Target to $808',\n   'date': '2020-02-03 13:38:00+00:00'},\n  {'title': 'Tesla shares are trading higher after Argus Research raised its price target on the stock from $556 to $808.',\n   'date': '2020-02-03 13:37:00+00:00'},\n  {'title': \"11 Consumer Cyclical Stocks Moving In Monday's Pre-Market Session\",\n   'date': '2020-02-03 12:59:00+00:00'},\n  {'title': 'CATL Confirms Battery Supply Agreement With Tesla In China',\n   'date': '2020-02-03 03:07:00+00:00'},\n  {'title': 'Contemporary Amperex Technology Says It Signs Production Pricing Agreement to Sell Lithium-ion Batteries to Tesla; Says Under Agreement, Tesla Does Not Guarantee the Purchase Volume of the Product',\n   'date': '2020-02-03 00:38:00+00:00'},\n  {'title': 'Bulls And Bears Of The Week: Amazon, Tesla, GE And More',\n   'date': '2020-02-01 21:06:00+00:00'},\n  {'title': \"Here's How Tesla Shares Will Hit $7,000 By 2024\",\n   'date': '2020-02-01 15:18:00+00:00'}],\n '2020-03': [{'title': \"What Tesla Analysts Expect From This Week's Q1 Delivery Report\",\n   'date': '2020-03-31 19:04:00+00:00'},\n  {'title': \"Automakers Plan To Restart North American Factories – But Cars Aren't First On The List\",\n   'date': '2020-03-31 18:39:00+00:00'},\n  {'title': \"Trading 212 Takes On Disciplined Investing With 'Next Generation Product'\",\n   'date': '2020-03-31 18:31:00+00:00'},\n  {'title': \"'Tesla is using its logistic network to deliver ventilators to hospitals for free' - Electrek. Co\",\n   'date': '2020-03-31 18:06:00+00:00'},\n  {'title': \"'How Tesla Fought to Keep Its Plant Open in a Locked-Down City' -Earlier Bloomberg Article\",\n   'date': '2020-03-31 16:41:00+00:00'},\n  {'title': \"'Tesla reveals insane $172,000 Powerpack price and here's why it makes sense' -Electrek\",\n   'date': '2020-03-31 16:22:00+00:00'},\n  {'title': 'Tesla shares are trading higher despite analyst expectations of lower deliveries. Additionally, the company recently announced it is reopening a NY factory to make ventilators.',\n   'date': '2020-03-31 16:22:00+00:00'},\n  {'title': \"Musk Says Tesla Has 'Extra' Ventilators Ready For Shipping\",\n   'date': '2020-03-31 16:10:00+00:00'},\n  {'title': \"'We have extra FDA-approved ventilators. Will ship to hospitals worldwide within Tesla delivery regions. Device & shipping cost are free...' -Tweet From Tesla's Elon Musk\",\n   'date': '2020-03-31 15:49:00+00:00'},\n  {'title': 'JMP Securities Reduces Tesla 2020 Deliveries Est. To 90K',\n   'date': '2020-03-31 10:29:00+00:00'},\n  {'title': 'Tesla Worker At Nevada Gigafactory Tested Positive For Coronavirus As Company Cut 75% Staff',\n   'date': '2020-03-31 09:54:00+00:00'},\n  {'title': 'Ford Collaborates With GE, Plans To Make 50,000 Ventilators In Michigan In 3 Months',\n   'date': '2020-03-31 06:30:00+00:00'},\n  {'title': 'Another One Bites the Dust: Tesla Reduces Its Nevada Gigafactory Activities',\n   'date': '2020-03-30 19:23:00+00:00'},\n  {'title': \"'Tesla starts preparing Model Y rear-wheel-drive deliveries amid drop in demand' -Electrek\",\n   'date': '2020-03-30 17:07:00+00:00'},\n  {'title': 'Tesla shares are trading lower. Not seeing any news to justify the price action.',\n   'date': '2020-03-30 14:32:00+00:00'},\n  {'title': \"Barron's Picks And Pans: Tech Picks, SoftBank, REITs, Tesla And More\",\n   'date': '2020-03-29 14:29:00+00:00'},\n  {'title': \"Benzinga's Bulls And Bears Of The Week: Boeing, Netflix, Nike, Target And More\",\n   'date': '2020-03-28 20:04:00+00:00'},\n  {'title': 'How Will Traditional Automakers Transition To Electric Vehicles?',\n   'date': '2020-03-27 19:29:00+00:00'},\n  {'title': 'Electrek Reports European EV Registrations Rose by 92% in February',\n   'date': '2020-03-27 18:03:00+00:00'},\n  {'title': \"'Biggest value Tesla is providing is precise delivery of ventilators exactly to the ICU where & when they're needed. There are many ventilators in warehouses, but stuck in logistics/routing/paperwork issues' -Elon Musk Tweet\",\n   'date': '2020-03-27 15:30:00+00:00'},\n  {'title': \"'Tesla Gigafactory Shanghai makes 3,000 cars per week amid other factory shutdowns' -Electrek\",\n   'date': '2020-03-27 15:13:00+00:00'},\n  {'title': 'Piper Sandler Maintains Overweight on Tesla, Lowers Price Target to $820',\n   'date': '2020-03-27 14:44:00+00:00'},\n  {'title': \"Benzinga Founder, CEO Jason Raznick To Appear On Benzinga's PreMarket Prep Morning Trading Show at 8:45 a.m. EDT; Will Be Talking Overall Market, Tesla, Peloton, Smile Direct Club and Dividend Stock Ideas; premarket.benzinga.com\",\n   'date': '2020-03-27 12:41:00+00:00'},\n  {'title': 'Hearing New Street Upgrades Tesla From Neutral To Buy, Announces $800 Target',\n   'date': '2020-03-27 12:26:00+00:00'},\n  {'title': \"13 Consumer Cyclical Stocks Moving In Friday's Pre-Market Session\",\n   'date': '2020-03-27 11:37:00+00:00'},\n  {'title': 'Tesla To Reduce 75% Of All On-Site Staff At Nevada Gigafactory Due To Pandemic',\n   'date': '2020-03-27 10:58:00+00:00'},\n  {'title': \"1,000 Google Employees Volunteer To Help Expand Sister Company's Coronavirus Testing Program\",\n   'date': '2020-03-27 10:45:00+00:00'},\n  {'title': \"Hearing Piper Sandler Says Tesla Should Be Bought On Recent 'Market Dislocation', Has  $820 Price Target\",\n   'date': '2020-03-27 10:14:00+00:00'},\n  {'title': \"Trump Lashes Out At Washington, Michigan Governors For Pandemic Response: 'We Don't Like To See The Complaints'\",\n   'date': '2020-03-27 05:21:00+00:00'},\n  {'title': 'Tesla shares are trading lower despite overall market strength. Not currently seeing company-specific news from the session.',\n   'date': '2020-03-26 19:45:00+00:00'},\n  {'title': \"Tesla's Long-Term Prospects Remain Positive While Automakers Turn To Ventilators\",\n   'date': '2020-03-26 19:14:00+00:00'},\n  {'title': 'A Peek Into The Markets: US Stock Futures Down, Jobless Claims Data In Focus',\n   'date': '2020-03-26 09:53:00+00:00'},\n  {'title': 'Tesla To Reopen New York Gigafactory To Make Ventilators For COVID-19 Patients',\n   'date': '2020-03-26 09:28:00+00:00'},\n  {'title': \"Elon Musk's SpaceX Makes And Donates Face Shields, Protective Suits, Sanitizer For COVID-19 Healthcare Workers\",\n   'date': '2020-03-26 03:54:00+00:00'},\n  {'title': 'Auto Manufacturers Enter A New Field As They Are About To Start Producing Medical Equipment',\n   'date': '2020-03-25 17:33:00+00:00'},\n  {'title': 'Tesla shares are trading higher as equities gain after the White House and Senate reached a $2 trillion stimulus deal aimed at supporting the economy.',\n   'date': '2020-03-25 14:49:00+00:00'},\n  {'title': 'Tesla, Wayfair And Other Profitable Short Trades Could Get A Short Covering Boost',\n   'date': '2020-03-25 14:25:00+00:00'},\n  {'title': '120 Biggest Movers From Yesterday',\n   'date': '2020-03-25 08:02:00+00:00'},\n  {'title': 'SpaceX Worker Tests Positive For COVID-19, Some Employees Sent Home',\n   'date': '2020-03-25 07:28:00+00:00'},\n  {'title': \"75 Stocks Moving In Tuesday's Mid-Day Session\",\n   'date': '2020-03-24 16:50:00+00:00'},\n  {'title': 'Argus Downgrades Tesla On Coronavirus Impact, Slashes 2020 Delivery Forecast By 19%',\n   'date': '2020-03-24 16:41:00+00:00'},\n  {'title': \"UPDATE: Argus Research On Tesla Also Notes 'in the near term, we believe that consumers will focus on basic concerns and expect consumer confidence and spending to take a major hit as consumers defer large discretionary purchases.'\",\n   'date': '2020-03-24 15:45:00+00:00'},\n  {'title': \"UPDATE: Argus Research Downgrades Tesla to Hold, Notes 'we expect the coronavirus pandemic to have a negative impact on vehicle deliveries.'\",\n   'date': '2020-03-24 15:44:00+00:00'},\n  {'title': 'Morgan Stanley Maintains Equal-Weight on Tesla, Lowers Price Target to $440',\n   'date': '2020-03-24 14:47:00+00:00'},\n  {'title': \"Benzinga's Top Upgrades, Downgrades For March 24, 2020\",\n   'date': '2020-03-24 14:02:00+00:00'},\n  {'title': 'How Ford, GM And Chrysler Are Producing A New Arsenal To Help Fight COVID-19',\n   'date': '2020-03-24 13:27:00+00:00'},\n  {'title': 'Argus Research Downgrades Tesla to Hold',\n   'date': '2020-03-24 12:33:00+00:00'},\n  {'title': \"Tesla shares are trading higher after UBS upgraded the company's stock from Sell to Neutral.\",\n   'date': '2020-03-24 11:15:00+00:00'},\n  {'title': \"26 Stocks Moving in Tuesday's Pre-Market Session\",\n   'date': '2020-03-24 11:12:00+00:00'},\n  {'title': 'Citigroup Maintains Sell on Tesla, Lowers Price Target to $246',\n   'date': '2020-03-24 11:03:00+00:00'},\n  {'title': 'UBS Upgrades Tesla to Neutral',\n   'date': '2020-03-24 10:01:00+00:00'},\n  {'title': 'Elon Musk Donated 1,000 Ventilators to California Hospitals',\n   'date': '2020-03-24 09:20:00+00:00'},\n  {'title': 'Tesla Has Already Delivered 1,000 Ventilators To Help Hospitals Fight Pandemic, California Governor Says',\n   'date': '2020-03-24 07:12:00+00:00'},\n  {'title': 'Benzinga CEO Talks Hedging Bets, Dividend Plays On PreMarket Prep',\n   'date': '2020-03-23 16:54:00+00:00'},\n  {'title': \"'Tesla Semi electric truck spotted coming back from winter testing ahead of production' -Electrek\",\n   'date': '2020-03-23 14:49:00+00:00'},\n  {'title': \"Dr. Oz Says 'Men Die More Frequently Than Women' From Coronavirus\",\n   'date': '2020-03-23 14:04:00+00:00'},\n  {'title': 'Tesla shares are trading higher. US President Trump on Sunday said auto companies, including Tesla are being given the go ahead to make ventilators. Strength also potentially related to Monday morning Fed actions, which boosted stocks. UPDATE: Shares have reversed are are now trading lower.',\n   'date': '2020-03-23 12:49:00+00:00'},\n  {'title': 'Elon Musk Says We Expect to Have Over 1200 Ventilators to Distribute This Week',\n   'date': '2020-03-23 00:16:00+00:00'},\n  {'title': 'A New Arsenal? Trump Greenlights US Automakers To Produce Ventilators, Other Metal Products',\n   'date': '2020-03-22 17:22:00+00:00'},\n  {'title': 'President Trump Says Ford, GM, Tesla Getting Go Ahead to Make Ventilators',\n   'date': '2020-03-22 15:43:00+00:00'},\n  {'title': 'Bulls And Bears Of The Week: Amazon, Boeing, Coca-Cola And More',\n   'date': '2020-03-21 19:42:00+00:00'},\n  {'title': 'COVID-19 Has Hit the Auto Industry Hard, But Could Hit EVs Even Harder',\n   'date': '2020-03-20 18:01:00+00:00'},\n  {'title': \"Elon Musk Tweets: Yes, we're working on ventilators, even though I think they probably won't be needed\",\n   'date': '2020-03-20 17:54:00+00:00'},\n  {'title': 'Tesla shares are trading higher, rebounding from after hours weakness when the company announced it will temporarily suspend production at its Freemont factory. The company said it believes liquidity is sufficient for a period of uncertainty.',\n   'date': '2020-03-20 14:36:00+00:00'},\n  {'title': \"Friday's Market Minute: Calm After the Storm?\",\n   'date': '2020-03-20 14:30:00+00:00'},\n  {'title': 'A Peek Into The Markets: US Stock Futures Surge; Crude Oil Up Over 6%',\n   'date': '2020-03-20 10:32:00+00:00'},\n  {'title': 'Registration of New Tesla Cars in China in February Declined 35% MoM, Following a 46% MoM Decline in January',\n   'date': '2020-03-20 10:19:00+00:00'},\n  {'title': '6 Stocks To Watch For March 20, 2020',\n   'date': '2020-03-20 09:05:00+00:00'},\n  {'title': 'Tesla To Shut Down Fremont Factory Due To Coronavirus, Says It Has Enough Cash To Survive',\n   'date': '2020-03-20 02:06:00+00:00'},\n  {'title': 'Tesla Says Cash Position At End Of Q4 Was $6.3B Before Recent $2.3B Capital Raise',\n   'date': '2020-03-19 20:49:00+00:00'},\n  {'title': 'Tesla Says Believes Level Of Liquidity Is Sufficient To Successfully Navigate An Extended Period Of Uncertainty; Says At End Of Q4 2019 Had Available Credit Lines Worth Approximately $3B Including Working Capital Lines',\n   'date': '2020-03-19 20:48:00+00:00'},\n  {'title': 'Tesla Reports It Will Temporarily Suspend Production In Fremont and New York',\n   'date': '2020-03-19 20:46:00+00:00'},\n  {'title': 'Alameda County Spokesman California City Of Fremont Is Meeting With Tesla Today To Discuss Coronavirus Lockdown Order',\n   'date': '2020-03-19 17:39:00+00:00'},\n  {'title': \"'elon musk offers to build ventilators for hospitals in need. mayor of NYC accepts via Twitter' -Tweet Highlighted By CNBC's Carl Quintanilla; BZ NOTE: Musk Tweeted Referenced Did Not Suggest Musk Agreed To Make Ventilators\",\n   'date': '2020-03-19 17:28:00+00:00'},\n  {'title': 'Fremont City, California Officials Will Meet With Tesla Over Compliance With Health Shut Down Order',\n   'date': '2020-03-19 17:15:00+00:00'},\n  {'title': \"Tesla shares are trading higher after a Morgan Stanley analyst upgraded the company's stock from Underweight to Equal-Weight.\",\n   'date': '2020-03-19 14:14:00+00:00'},\n  {'title': 'Morgan Stanley Upgrades Tesla On More Realistic Stock Price, Can Weather Coronavirus Downturn',\n   'date': '2020-03-19 14:00:00+00:00'},\n  {'title': 'Canaccord Genuity Maintains Hold on Tesla, Lowers Price Target to $400',\n   'date': '2020-03-19 13:46:00+00:00'},\n  {'title': '10 Biggest Price Target Changes For Thursday',\n   'date': '2020-03-19 12:37:00+00:00'},\n  {'title': 'Wedbush Maintains Neutral on Tesla, Lowers Price Target to $425',\n   'date': '2020-03-19 12:25:00+00:00'},\n  {'title': \"Tesla shares are trading higher after a Morgan Stanley analyst upgraded the company's stock from Underweight to Equal-Weight. UPDATE: Tesla shares have reversed and are now trading lower.\",\n   'date': '2020-03-19 11:17:00+00:00'},\n  {'title': 'Morgan Stanley Upgrades Tesla to Equal-Weight, Lowers Price Target to $460',\n   'date': '2020-03-19 10:39:00+00:00'},\n  {'title': \"Munster Says Tesla Can 'Survive' Multiple Quarters Of Fremont Factory Shutdown\",\n   'date': '2020-03-19 03:26:00+00:00'},\n  {'title': 'Alameda County Spokesperson Says Is In Talks With Tesla About Factory, Says Co. Must Move To Minimum Basic Operations, Comply With Health Order If Its Still Making Cars',\n   'date': '2020-03-18 21:42:00+00:00'},\n  {'title': 'Class 8 Truck Production Could Fall To Less Than Half Of 2019',\n   'date': '2020-03-18 21:17:00+00:00'},\n  {'title': \"'Tesla Will Reduce Its Factory Workforce And Remain Open, A Sheriff's Office Said' -BuzzFeed\",\n   'date': '2020-03-18 21:07:00+00:00'},\n  {'title': \"Attorneys For California's Alameda County And City Of Fremont Discuss How To Respond To Tesla Factory Operating Despite Lockdown Order; Fremont Police Spokeswoman Says 'This Is All Very New And There Are A Lot Of Moving Parts'\",\n   'date': '2020-03-18 19:53:00+00:00'},\n  {'title': \"Tesla Tells Employees It's Awaiting 'Final Word' On US Plant, Tells Workers 'No Changes' In Normal Assignments\",\n   'date': '2020-03-18 16:17:00+00:00'},\n  {'title': \"'Tesla Fremont factory is still operating despite Sheriff's order' -Electrek\",\n   'date': '2020-03-18 15:54:00+00:00'},\n  {'title': \"UPDATE: B of A Securities Upgrades Tesla to Neutral, Raises PT to $500 Views Co. 'as a trailblazer in the electric vehicle market, and believe the company could be successful as demand for EVs increases over time' But Also Cites 4 Potential Risk Factors:\",\n   'date': '2020-03-18 15:38:00+00:00'},\n  {'title': \"People Seen Going To Work At Tesla's Fremont Factory Despite Alameda County's Order For Lockdown\",\n   'date': '2020-03-18 14:45:00+00:00'},\n  {'title': 'Democrats Want An Electric Car Tax Credit Extension In Coronavirus Bill',\n   'date': '2020-03-18 14:39:00+00:00'},\n  {'title': 'BofA Is Less Bearish On Tesla Now, Upgrades Stock',\n   'date': '2020-03-18 14:16:00+00:00'},\n  {'title': '10 Biggest Price Target Changes For Wednesday',\n   'date': '2020-03-18 12:22:00+00:00'},\n  {'title': \"Benzinga Pro's Top 5 Stocks To Watch For Wed., Mar. 18, 2020: GIS, TSLA, BYND, ARMK, APRN\",\n   'date': '2020-03-18 12:16:00+00:00'},\n  {'title': \"12 Consumer Cyclical Stocks Moving In Wednesday's Pre-Market Session\",\n   'date': '2020-03-18 11:43:00+00:00'},\n  {'title': \"Here's How Much Investing $100 In The 2018 Nio IPO Would Be Worth Today\",\n   'date': '2020-03-18 10:59:00+00:00'},\n  {'title': \"Tesla shares are trading lower as equities fall amid the global coronavirus outbreak. The company's Fremont factory could also be forced to shut down temporarily as Alameda County said Tesla is not 'an essential business' as defined by the county.\",\n   'date': '2020-03-18 10:56:00+00:00'},\n  {'title': 'A Peek Into The Markets: US Stock Futures Signal Lower Start On Wall Street',\n   'date': '2020-03-18 10:41:00+00:00'},\n  {'title': 'B of A Securities Upgrades Tesla to Neutral, Raises Price Target to $500',\n   'date': '2020-03-18 10:29:00+00:00'},\n  {'title': 'Hearing B Of A Global Upgrades Tesla From Underperform To Neutral; Unconfirmed',\n   'date': '2020-03-18 10:12:00+00:00'},\n  {'title': \"Tesla Shares Drop As Alameda County Says Fremont Factory 'Not An Essential Business'\",\n   'date': '2020-03-18 07:05:00+00:00'},\n  {'title': \"California's Alameda County Says Tesla Factory Cannot Continue Usual Operation Due to Coronavirus Measures\",\n   'date': '2020-03-18 00:20:00+00:00'},\n  {'title': 'Tesla HR Exec Comments In Email To Staff That Tesla And Its Suppliers To Continue Operations',\n   'date': '2020-03-17 13:57:00+00:00'},\n  {'title': 'Tesla Factory In California Will Remain Open During Pandemic: Officials',\n   'date': '2020-03-17 10:59:00+00:00'},\n  {'title': \"Tesla's U.S. Factory to Stay Open as Coronavirus Lockdown Begins\",\n   'date': '2020-03-17 09:33:00+00:00'},\n  {'title': \"Tesla's Model Y Is Out For Delivery\",\n   'date': '2020-03-16 19:25:00+00:00'},\n  {'title': 'Tesla Starts Delivering Model Y',\n   'date': '2020-03-16 18:01:00+00:00'},\n  {'title': 'Coronavirus Downturn Prompts Bitcoiners To Take A Bet On Alternate Markets',\n   'date': '2020-03-16 14:11:00+00:00'},\n  {'title': \"'Tesla is still not cheap after 40% plunge, Bernstein says' -CNBC Pro Tweet\",\n   'date': '2020-03-16 12:52:00+00:00'},\n  {'title': 'Tesla shares are trading lower after RBC analyst cut its price target on the stock from $530 to $380 per share.',\n   'date': '2020-03-16 12:39:00+00:00'},\n  {'title': 'Hearing Telsa Shares are Trading Lower Amid a Price Target Cut at RBC',\n   'date': '2020-03-16 10:27:00+00:00'},\n  {'title': \"Zhejiang Yinlun Machinery's Units Signs Agreements With Tesla, Tesla Shanghai\",\n   'date': '2020-03-16 09:26:00+00:00'},\n  {'title': 'Elon Musk Trial Schedule For Monday Over Tesla-Solarcity Deal Has Been Postponed Due To Coronavirus',\n   'date': '2020-03-13 16:28:00+00:00'},\n  {'title': 'Tesla shares are trading lower, reversing from earlier strength. Not currently seeing company-specific news.',\n   'date': '2020-03-13 15:14:00+00:00'},\n  {'title': \"Tesla shares are trading higher on a rebound with the overall market following Thursday's crash. UPDATE: Shares have since reversed, now lower.\",\n   'date': '2020-03-13 13:10:00+00:00'},\n  {'title': \"UPDATE: Morgan Stanley On Tesla Notes 'Cutting Tesla FY20 Deliveries to 452k'; 'Our previous 500k delivery estimate is a bull case while 400k units is a bear case'\",\n   'date': '2020-03-12 17:27:00+00:00'},\n  {'title': \"UPDATE: Morgan Stanley Maintains Underweight On Tesla, Lowers Target To $480 Notes 'we are marking to market our forecasts for Tesla in the midst of the COVID-19 pandemic, mainly to adjust for lower expectations of growth outside of China'\",\n   'date': '2020-03-12 17:27:00+00:00'},\n  {'title': \"'Tesla withdraws US employees working on Gigafactory Berlin over coronavirus concerns...' -Electrek\",\n   'date': '2020-03-12 16:14:00+00:00'},\n  {'title': '10 Biggest Price Target Changes For Thursday',\n   'date': '2020-03-12 12:17:00+00:00'},\n  {'title': \"Tesla shares are trading lower on continued weakness amid global coronavirus outbreak, which has caused global economic disruption. Morgan Stanley has also maintained an underweight rating on the co.'s and lowered its price target from $500 to $480.\",\n   'date': '2020-03-12 11:21:00+00:00'},\n  {'title': 'Morgan Stanley Maintains Underweight on Tesla, Lowers Price Target to $480',\n   'date': '2020-03-12 10:12:00+00:00'},\n  {'title': 'Despite Volatility, FANG Continues to Prove Its Popularity',\n   'date': '2020-03-11 16:44:00+00:00'},\n  {'title': 'Only Technology Can Save And Lead The Automotive Industry Forward',\n   'date': '2020-03-11 13:58:00+00:00'},\n  {'title': 'Coronavirus – Another Severe Hit To The Automotive Industry',\n   'date': '2020-03-11 13:50:00+00:00'},\n  {'title': \"Tesla shares are trading lower. Weakness potentially related to global coronavirus outbreak, which has caused global economic disruption and could negatively impact the company's China operations.\",\n   'date': '2020-03-11 11:22:00+00:00'},\n  {'title': '108 Biggest Movers From Yesterday',\n   'date': '2020-03-11 09:34:00+00:00'},\n  {'title': 'Tesla Searches For New Gigafactory Sites In US',\n   'date': '2020-03-11 01:51:00+00:00'},\n  {'title': \"'Tesla gets banned from KC Auto Show, owners volunteer to take over' -Electrek\",\n   'date': '2020-03-10 18:07:00+00:00'},\n  {'title': 'No Starlink Spin-Off In The Works, Says Elon Musk',\n   'date': '2020-03-10 17:13:00+00:00'},\n  {'title': 'Nio Fundamentals Have Bottomed Out; COVID-19, Tesla Competition Keep BofA On Sidelines',\n   'date': '2020-03-10 17:00:00+00:00'},\n  {'title': \"82 Stocks Moving In Tuesday's Mid-Day Session\",\n   'date': '2020-03-10 16:25:00+00:00'},\n  {'title': \"One-Year Anniversary Of Whitney Tilson's $100 Tesla Call\",\n   'date': '2020-03-10 15:01:00+00:00'},\n  {'title': 'The Main Challenges Faced By The Upcoming EV Era',\n   'date': '2020-03-10 14:34:00+00:00'},\n  {'title': 'The Electric Revolution Speeding Up From Increased Regulations',\n   'date': '2020-03-10 14:22:00+00:00'},\n  {'title': \"'Tesla to add production capacity for 250,000 cars at Gigafactory Shanghai' -Electrek\",\n   'date': '2020-03-10 13:05:00+00:00'},\n  {'title': \"11 Consumer Cyclical Stocks Moving In Tuesday's Pre-Market Session\",\n   'date': '2020-03-10 12:54:00+00:00'},\n  {'title': \"Benzinga Pro's Top 5 Stocks To Watch For Tues., Mar. 10, 2020: FXI, TSLA, OXY, CORV, CLDR\",\n   'date': '2020-03-10 12:22:00+00:00'},\n  {'title': \"25 Stocks Moving in Tuesday's Pre-Market Session\",\n   'date': '2020-03-10 11:33:00+00:00'},\n  {'title': \"Tesla shares are trading higher following reports suggesting the company plans to increase production capacity for certain parts at its Shanghai factory. Movement may also be market related, as equities rebound from Monday's selloff.\",\n   'date': '2020-03-10 10:32:00+00:00'},\n  {'title': \"China's Industry Ministry Urges Tesla to Keep Products Consistent as Buyers Complain About Computers Containing Less Advanced Chips\",\n   'date': '2020-03-10 10:30:00+00:00'},\n  {'title': 'Elon Musk Says Market Was Too High, Due For A Correction',\n   'date': '2020-03-09 21:32:00+00:00'},\n  {'title': 'Crude Awakening: Energy Sector Takes A 20% Spill As Crude Price War Sends Oil To 4-Year Low',\n   'date': '2020-03-09 21:09:00+00:00'},\n  {'title': \"'Market was bit high anyway, so due for a correction' -Tweet From Elon Musk\",\n   'date': '2020-03-09 20:32:00+00:00'},\n  {'title': 'Investor Movement Index Summary: February 2020',\n   'date': '2020-03-09 17:57:00+00:00'},\n  {'title': '10 Most Profitable Shorts Since The Coronavirus Sell-Off Ramped Up: Tesla, Amazon And More',\n   'date': '2020-03-09 15:28:00+00:00'},\n  {'title': 'Auto Shows Are Being Canceled But EV Game Of Thrones Is On!',\n   'date': '2020-03-09 14:24:00+00:00'},\n  {'title': \"Tesla Now China's Largest EV Manufacturer By Output: Report\",\n   'date': '2020-03-09 13:36:00+00:00'},\n  {'title': \"51 Consumer Cyclical Stocks Moving In Monday's Pre-Market Session\",\n   'date': '2020-03-09 12:20:00+00:00'},\n  {'title': \"Benzinga Pro's Top 5 Stocks To Watch For Mon., Mar. 9, 2020: XOM, GLD, BA, TSLA, SPEX\",\n   'date': '2020-03-09 12:03:00+00:00'},\n  {'title': 'Tesla shares are trading lower in sympathy with the broader market amid a steep decline in the price of oil after OPEC members failed to reach a production agreement and Saudi Arabia pledged to cut its oil prices and increase supply.',\n   'date': '2020-03-09 11:29:00+00:00'},\n  {'title': \"Major Tesla Investor Feels More 'Comfortable Now' After Musk Supervisors Appointed\",\n   'date': '2020-03-09 09:16:00+00:00'},\n  {'title': \"'The Black Swan' Author To Elon Musk: 'Saying The Coronavirus Panic Is Dumb Is Dumb'\",\n   'date': '2020-03-09 05:55:00+00:00'},\n  {'title': 'Top Tesla Investor Says C is Better Run After Leadership Tumult',\n   'date': '2020-03-08 19:17:00+00:00'},\n  {'title': \"Nio's History Of Capital Raises: A Look At The Chinese EV Manufacturer's Debt\",\n   'date': '2020-03-06 17:23:00+00:00'},\n  {'title': 'Hearing Of Job Posts By Tesla, Seeking Staff For Solar, Energy Storage Business In China',\n   'date': '2020-03-06 16:34:00+00:00'},\n  {'title': \"Grimes Confirms Tesla's Elon Musk Is Father Of Her Child\",\n   'date': '2020-03-06 15:25:00+00:00'},\n  {'title': \"Investing In Solar Companies Equals Investing In The Only Future We've Got?\",\n   'date': '2020-03-06 14:33:00+00:00'},\n  {'title': 'Coronavirus Crushes Hopes of Chinese Car Market Recovery',\n   'date': '2020-03-06 14:28:00+00:00'},\n  {'title': 'Tesla shares are trading lower in sympathy with the overall market despite the Chinese government giving the company approval to sell longer-range China-made Model 3 vehicles in China.',\n   'date': '2020-03-06 14:15:00+00:00'},\n  {'title': \"24 Consumer Cyclical Stocks Moving In Friday's Pre-Market Session\",\n   'date': '2020-03-06 13:12:00+00:00'},\n  {'title': 'Chinese Government OKs Tesla Sales Of Long-Range Model 3: Report',\n   'date': '2020-03-06 12:57:00+00:00'},\n  {'title': 'Tech Giants Ask Seattle Employees To Work Remotely As Coronavirus Cases Rise',\n   'date': '2020-03-06 12:43:00+00:00'},\n  {'title': 'Tesla Obtains Chinese Government Approval to Sell Longer Range China-made Model 3 Vehicles in China',\n   'date': '2020-03-06 10:58:00+00:00'},\n  {'title': 'Hangzhou Zhongheng Electric, General Manager Warned By Regulator For Information Disclosure Violation Related to Tesla',\n   'date': '2020-03-06 10:53:00+00:00'},\n  {'title': \"'SpaceX plans to fly three space tourists to the International Space Station late next year' -CNBC\",\n   'date': '2020-03-05 19:05:00+00:00'},\n  {'title': 'GM Is Charged Up About Electric Vehicles, Makes Push To Challenge Tesla',\n   'date': '2020-03-05 15:46:00+00:00'},\n  {'title': 'Solar Companies Who Are Not Only Dominating The Industry But Are Thriving Despite Coronavirus',\n   'date': '2020-03-05 14:19:00+00:00'},\n  {'title': 'Tesla shares are trading lower. Weakness appears market related, as equities across sectors continue to sell off amid coronavirus concerns. Additionally, GM recently revealed its new electric car battery, which could be a potential competitor to Tesla.',\n   'date': '2020-03-05 13:57:00+00:00'},\n  {'title': \"8 Consumer Cyclical Stocks Moving In Thursday's Pre-Market Session\",\n   'date': '2020-03-05 12:41:00+00:00'},\n  {'title': 'Angry Chinese Customers Threaten To Boycott Tesla',\n   'date': '2020-03-05 10:06:00+00:00'},\n  {'title': \"'GM reveals 10 new production EVs all at once, with range up to 400 miles' -Electrek\",\n   'date': '2020-03-04 17:33:00+00:00'},\n  {'title': 'The Sustainable Energy Heroes Who Are Resisting A Tough Macroeconomy',\n   'date': '2020-03-04 16:45:00+00:00'},\n  {'title': 'Tesla Blames COVID-19 Impact For Model 3 Hardware Botch In China, Promises Free Replacement',\n   'date': '2020-03-04 15:54:00+00:00'},\n  {'title': 'EVs Kingdom – Do Traditional Automakers Have A Shot?',\n   'date': '2020-03-04 15:03:00+00:00'},\n  {'title': \"WeWork Crisis Prompted Nikola's Pivot On Going Public\",\n   'date': '2020-03-04 14:09:00+00:00'},\n  {'title': \"13 Consumer Cyclical Stocks Moving In Wednesday's Pre-Market Session\",\n   'date': '2020-03-04 13:11:00+00:00'},\n  {'title': \"'Tesla's quiet chip downgrade sparks anger in China' -Nikkei\",\n   'date': '2020-03-04 12:29:00+00:00'},\n  {'title': 'Tesla shares are trading higher. Move appears market related amid a rebound in equities following several sessions of weakness. UPDATE: Shares have since reversed, now lower.',\n   'date': '2020-03-04 12:16:00+00:00'},\n  {'title': 'Fed Surprise: 50 Basis Point Cut Does Little To Support Wobbly Markets',\n   'date': '2020-03-03 21:56:00+00:00'},\n  {'title': '5 Reasons Why Tesla Is Way Ahead Of Traditional Automakers',\n   'date': '2020-03-03 17:10:00+00:00'},\n  {'title': \"Benzinga's Top Upgrades, Downgrades For March 3, 2020\",\n   'date': '2020-03-03 15:06:00+00:00'},\n  {'title': \"Super Tuesday Begins As Investors Eye Earnings From Kohl's, Target, And G7 Disappoints\",\n   'date': '2020-03-03 14:37:00+00:00'},\n  {'title': \"5 Consumer Cyclical Stocks Moving In Tuesday's Pre-Market Session\",\n   'date': '2020-03-03 13:03:00+00:00'},\n  {'title': \"Tesla shares are trading higher. JMP analysts upgraded the company's stock from Market Perform to Market Outperform, saying the recent market pullback represents an opportunity for investors. UPDATE: Shares have since reversed, now lowe.\",\n   'date': '2020-03-03 12:50:00+00:00'},\n  {'title': 'JMP Securities Upgrades Tesla to Market Outperform',\n   'date': '2020-03-03 10:00:00+00:00'},\n  {'title': '108 Biggest Movers From Yesterday',\n   'date': '2020-03-03 09:57:00+00:00'},\n  {'title': \"'He Has A Good Heart': Elon Musk Expresses Support For Dorsey To Continue As Twitter CEO\",\n   'date': '2020-03-03 05:59:00+00:00'},\n  {'title': 'How The COVID-19 Outbreak Is Benefiting Biotech Investors',\n   'date': '2020-03-02 19:27:00+00:00'},\n  {'title': \"'Tesla Cybertruck is already boosting sales, keeping momentum without tax credit' - Electrek.Co\",\n   'date': '2020-03-02 15:38:00+00:00'},\n  {'title': 'Tech Industry Being Smashed By Coronavirus',\n   'date': '2020-03-02 14:12:00+00:00'},\n  {'title': 'Emerging Companies That Have The Power To Change The World',\n   'date': '2020-03-02 14:03:00+00:00'},\n  {'title': 'Tesla shares are trading higher, potentially on a rebound after the stock traded lower with the overall market amid coronavirus fears.',\n   'date': '2020-03-02 13:51:00+00:00'},\n  {'title': \"10 Consumer Cyclical Stocks Moving In Monday's Pre-Market Session\",\n   'date': '2020-03-02 12:49:00+00:00'},\n  {'title': 'Visser, Parts Manufacturer for Tesla and SpaceX, Confirms Data Breach',\n   'date': '2020-03-02 10:42:00+00:00'},\n  {'title': \"Barron's Picks And Pans: COVID-19 Stocks, Intel, Tesla And More\",\n   'date': '2020-03-01 19:45:00+00:00'},\n  {'title': 'Bulls And Bears Of The Week: Apple, Chesapeake, GE And More',\n   'date': '2020-03-01 19:25:00+00:00'}],\n '2020-04': [{'title': \"7 Times Elon Musk Wasn't Afraid To Speak His Mind\",\n   'date': '2020-04-30 19:01:00+00:00'},\n  {'title': 'Blue Origin, SpaceX Land NASA Deal',\n   'date': '2020-04-30 18:40:00+00:00'},\n  {'title': \"Earlier Bloomberg Article Highlights Greenlight's Einhorn Questioning Tesla's Billing Practices\",\n   'date': '2020-04-30 17:34:00+00:00'},\n  {'title': \"'Jeff Bezos and Elon Musk win contracts for spacecraft to land NASA astronauts on the moon'\",\n   'date': '2020-04-30 17:04:00+00:00'},\n  {'title': 'Tesla Analysts Break Down Free Cash Flow, Fremont Shutdown, 2020 Expectations After Q1 Print',\n   'date': '2020-04-30 16:57:00+00:00'},\n  {'title': \"61 Stocks Moving In Thursday's Mid-Day Session\",\n   'date': '2020-04-30 16:43:00+00:00'},\n  {'title': \"'Elon Musk: one of the most exciting days in Tesla history is coming – hints at 'Terafactory'' -Electrek\",\n   'date': '2020-04-30 16:20:00+00:00'},\n  {'title': 'Morning Market Stats in 5 Minutes',\n   'date': '2020-04-30 14:42:00+00:00'},\n  {'title': 'Apple And Amazon Up To Bat this Afternoon As Investors Ponder Microsoft, Facebook Results',\n   'date': '2020-04-30 13:54:00+00:00'},\n  {'title': \"Thursday's Market Minute: Stocks Rally As GDP Plummets\",\n   'date': '2020-04-30 13:33:00+00:00'},\n  {'title': 'Oppenheimer Maintains Outperform on Tesla, Raises Price Target to $968',\n   'date': '2020-04-30 13:26:00+00:00'},\n  {'title': 'B of A Securities Reiterates Underperform on Tesla, Raises Price Target to $500',\n   'date': '2020-04-30 12:21:00+00:00'},\n  {'title': '10 Biggest Price Target Changes For Thursday',\n   'date': '2020-04-30 12:11:00+00:00'},\n  {'title': 'JMP Securities Maintains Market Outperform on Tesla, Raises Price Target to $1020',\n   'date': '2020-04-30 12:10:00+00:00'},\n  {'title': 'Tesla shares are trading higher after the company reported better-than-expected Q1 EPS and sales results. The company also reported Q1 Model S/X production was up 9% year over year and Model 3/Y product was up 39% year over year.',\n   'date': '2020-04-30 11:53:00+00:00'},\n  {'title': \"15 Consumer Cyclical Stocks Moving In Thursday's Pre-Market Session\",\n   'date': '2020-04-30 11:36:00+00:00'},\n  {'title': 'Wedbush Maintains Neutral on Tesla, Raises Price Target to $600',\n   'date': '2020-04-30 11:23:00+00:00'},\n  {'title': 'Credit Suisse Maintains Neutral on Tesla, Raises Price Target to $700',\n   'date': '2020-04-30 11:15:00+00:00'},\n  {'title': 'Piper Sandler Maintains Overweight on Tesla, Raises Price Target to $939',\n   'date': '2020-04-30 11:13:00+00:00'},\n  {'title': \"35 Stocks Moving in Thursday's Pre-Market Session\",\n   'date': '2020-04-30 11:11:00+00:00'},\n  {'title': 'Tesla 10-Q Filing Recently Out; Showed Co. Intends To Apply, Sees Being Granted Deferral For Obligations Related To Investment, Employment Targets At Gigafactory New York For 1 Year',\n   'date': '2020-04-30 10:54:00+00:00'},\n  {'title': 'A Peek Into The Markets: US Stock Futures Edge Higher Ahead Of Apple Earnings',\n   'date': '2020-04-30 10:01:00+00:00'},\n  {'title': 'Tesla Says Price for China-made Standard Range Plus Model 3 Vehicles Will Be Lowered to Below 300,000 Yuan to Qualify for Subsidies',\n   'date': '2020-04-30 09:24:00+00:00'},\n  {'title': '10 Stocks To Watch For April 30, 2020',\n   'date': '2020-04-30 08:59:00+00:00'},\n  {'title': 'Government Subsidies Drive Tesla To Lower Model 3 Price In China',\n   'date': '2020-04-30 08:42:00+00:00'},\n  {'title': \"'Impressive Performance In A Dark Environment,' Wedbush, Gene Munster React To Tesla's Q1 Results\",\n   'date': '2020-04-30 03:32:00+00:00'},\n  {'title': \"Elon Musk Calls Bay Area's Shelter-In-Place Order 'Fascist' In Vulgar Conference Call Rant\",\n   'date': '2020-04-29 23:42:00+00:00'},\n  {'title': 'From Conference Call: Tesla CEO Says Might Announce Next Gigafactory in 1-3 Months in the U.S.',\n   'date': '2020-04-29 23:10:00+00:00'},\n  {'title': \"13 Stocks Moving In Wednesday's After-Hours Session\",\n   'date': '2020-04-29 21:45:00+00:00'},\n  {'title': 'Tesla shares are trading higher after the company reported better-than-expected Q1 EPS and sales results. The company also reported Q1 Model S/X production was up 9% year over year and Model 3/Y product was up 39% year over year.',\n   'date': '2020-04-29 20:34:00+00:00'},\n  {'title': \"Tesla Reports Big Q1 Earnings Beat, Near-Term Profitability 'On Hold'\",\n   'date': '2020-04-29 20:30:00+00:00'},\n  {'title': 'Tesla Says Will Shift First Tesla Semi Deliveries To 2021',\n   'date': '2020-04-29 20:20:00+00:00'},\n  {'title': 'Tesla Says Continues To Build Capacity For Model Y At Gigafactorys In Berlin, Shanghai, Remain On Track To Start Deliveries From Both Locations In 2021',\n   'date': '2020-04-29 20:19:00+00:00'},\n  {'title': \"Tesla Says Sees Production Of Model Y In Fremont, California, Model 3 In Shanghai, China Continuing To Ramp 'Gradually' Through Q2\",\n   'date': '2020-04-29 20:19:00+00:00'},\n  {'title': \"UPDATE: Tesla Says 'we will achieve industry leading operating margins and profitability with capacity expansion and localization plans underway'\",\n   'date': '2020-04-29 20:18:00+00:00'},\n  {'title': 'Tesla Says Near-Term Profitability Is On Hold',\n   'date': '2020-04-29 20:18:00+00:00'},\n  {'title': 'Tesla Says Reached Production Of 1,000 Solar Roofs In A Single Week',\n   'date': '2020-04-29 20:16:00+00:00'},\n  {'title': 'Tesla Q1 Total Deliveries Up 40% YoY',\n   'date': '2020-04-29 20:16:00+00:00'},\n  {'title': 'Tesla Sees Capacity Installed Exceeding 500K Vehicles Delivered In 2020',\n   'date': '2020-04-29 20:15:00+00:00'},\n  {'title': 'Tesla Q1 Model S/X Production Up 9% YoY, Model 3/Y Production Up 39% YoY',\n   'date': '2020-04-29 20:15:00+00:00'},\n  {'title': 'Tesla Says Will Revisit Outlook When Co. Gives Q2 Earnings/Update',\n   'date': '2020-04-29 20:15:00+00:00'},\n  {'title': 'Tesla Says Model Y Deliveries Began, Significantly Ahead Of Schedule',\n   'date': '2020-04-29 20:14:00+00:00'},\n  {'title': 'Tesla Q1 Adj. EPS $1.240 Beats $(0.360) Estimate, Sales $5.985B Beat $5.900B Estimate',\n   'date': '2020-04-29 20:14:00+00:00'},\n  {'title': 'JMP Analyst Sees Tesla Coming Out Of Crisis Stronger',\n   'date': '2020-04-29 19:26:00+00:00'},\n  {'title': 'Hedge Fund Manager Makes Bold Tesla Prediction Ahead Of Earnings',\n   'date': '2020-04-29 17:43:00+00:00'},\n  {'title': \"'California proposes an increase in electric trucks to 300,000 by 2035' -Electrek\",\n   'date': '2020-04-29 17:21:00+00:00'},\n  {'title': 'Tesla Considering Cutting Price Of Model 3 In China To Regain Access To Incentives',\n   'date': '2020-04-29 16:14:00+00:00'},\n  {'title': 'Morning Market Stats in 5 Minutes',\n   'date': '2020-04-29 15:09:00+00:00'},\n  {'title': 'Ford Terminates Electric Vehicle Program With Rivian',\n   'date': '2020-04-29 14:45:00+00:00'},\n  {'title': 'Alphabet, Boeing Shares Get A Lift Following Earnings, While GE Falls Short',\n   'date': '2020-04-29 14:01:00+00:00'},\n  {'title': 'Tesla Shares Up 2.3% For Session But Down Sharply After Touching $800 Level; Hearing M Science Sees Reservations For Tesla Models Down 65.8% From Last Qtr.',\n   'date': '2020-04-29 13:46:00+00:00'},\n  {'title': \"Tesla's 500,000-Vehicle Target In Question After Company Shuts Factories\",\n   'date': '2020-04-29 13:34:00+00:00'},\n  {'title': \"'Free America Now': Tesla CEO Elon Musk Calls For Reopening Economy Despite Pandemic\",\n   'date': '2020-04-29 13:18:00+00:00'},\n  {'title': '3 ETFs For Tesla Earnings', 'date': '2020-04-29 13:15:00+00:00'},\n  {'title': 'Tesla shares are trading higher potentially in anticipation of the company Q1 earnings report.',\n   'date': '2020-04-29 13:04:00+00:00'},\n  {'title': \"Tesla Reveals How Much Business It Has Done With Elon Musk's Other Company SpaceX Since 2019\",\n   'date': '2020-04-29 10:52:00+00:00'},\n  {'title': 'A Peek Into The Markets: US Stock Futures Rise Ahead Of Earnings, Fed Decision',\n   'date': '2020-04-29 10:11:00+00:00'},\n  {'title': 'Earnings Scheduled For April 29, 2020',\n   'date': '2020-04-29 08:50:00+00:00'},\n  {'title': '10 Stocks To Watch For April 29, 2020',\n   'date': '2020-04-29 08:09:00+00:00'},\n  {'title': \"'Electric vehicles are taking over sales charts in Europe and the @Tesla Model 3 has been leading the way' -Inside EVs\",\n   'date': '2020-04-28 18:57:00+00:00'},\n  {'title': 'Tesla Q1 Earnings Preview: Analysts Convinced Of Long-Term Potential Ahead Of The Print',\n   'date': '2020-04-28 18:54:00+00:00'},\n  {'title': \"'Tesla Is Working On Pay-As-You-Go Subscription To Its Self-Driving Package'\",\n   'date': '2020-04-28 15:49:00+00:00'},\n  {'title': 'Earnings Feast: Bring a Plate With Healthcare and Caterpillar in Morning, GOOGL And AMD Later',\n   'date': '2020-04-28 14:06:00+00:00'},\n  {'title': 'Tesla Vehicles Will Now Recognize Traffic Lights And Stop Signs With Updated Software',\n   'date': '2020-04-28 11:57:00+00:00'},\n  {'title': 'A Peek Into The Markets: US Stock Futures Up Ahead Of Earnings, Economic Reports',\n   'date': '2020-04-28 09:48:00+00:00'},\n  {'title': \"Tesla's Musk Nears $750M  Options Payday\",\n   'date': '2020-04-28 09:22:00+00:00'},\n  {'title': 'Tesla Reverses Gear On Reopening Fremont Facility As Stay-At-Home Orders Likely To Be Extended',\n   'date': '2020-04-28 03:46:00+00:00'},\n  {'title': \"'All-Electric Lexus Goes On Sale In China This Week, Two Toyota EVs To Follow' -Electrek\",\n   'date': '2020-04-27 17:40:00+00:00'},\n  {'title': 'Tesla Backtracks From Recalling Some Workers To Plant This Week',\n   'date': '2020-04-27 16:41:00+00:00'},\n  {'title': 'Tesla shares are trading higher, potentially in anticipation of Q1 results this week. Not currently seeing company-specific news from the session.',\n   'date': '2020-04-27 14:49:00+00:00'},\n  {'title': \"'Tesla doubles down on claim Chinese EV startup stole its Autopilot source code' -Electrek\",\n   'date': '2020-04-27 13:28:00+00:00'},\n  {'title': 'Fremont Tesla Employees Asked To Go Back To Work Despite Coronavirus Health Orders In Place',\n   'date': '2020-04-27 03:41:00+00:00'},\n  {'title': 'Bulls And Bears Of The Week: Amazon, Boeing, Disney, Netflix And More',\n   'date': '2020-04-25 19:20:00+00:00'},\n  {'title': 'The Benefits Of Electric Vehicles Are Clear As Day',\n   'date': '2020-04-24 21:08:00+00:00'},\n  {'title': \"'NIO said Friday that it will cover the subsidy decline for buyers who pick up their cars before May 31. NIO is exempted from the price limit for subsidy qualification that excluded Model 3...' -Tweet From China's National Business Daily\",\n   'date': '2020-04-24 12:04:00+00:00'},\n  {'title': \"'China extends new energy vehicle subsidy for two more years, but excludes premium models like Tesla's #Model3. Industry expects @Tesla to cut price to meet subsidy standards' -Tweet From China's National Business Daily\",\n   'date': '2020-04-24 10:44:00+00:00'},\n  {'title': 'Tesla Raises China-made Model 3 Prices after EV Subsidies Cut',\n   'date': '2020-04-24 09:21:00+00:00'},\n  {'title': 'Tesla Appoints Japanese Pension Fund Manager Hiromichi Mizuno As Director',\n   'date': '2020-04-24 03:07:00+00:00'},\n  {'title': 'Tesla Appoints Hiromichi Mizuno As New Independent Director To Its Board',\n   'date': '2020-04-23 20:09:00+00:00'},\n  {'title': 'JD Power Says Auto Retail Sales Show Signs Of Recovery During First 2 Weeks Of Apr.',\n   'date': '2020-04-22 17:25:00+00:00'},\n  {'title': \"Benzinga's Top Upgrades, Downgrades For April 22, 2020\",\n   'date': '2020-04-22 13:40:00+00:00'},\n  {'title': \"BofA Downgrades Tesla, Says Company 'Faces Several Hurdles'\",\n   'date': '2020-04-22 13:22:00+00:00'},\n  {'title': 'B of A Securities Downgrades Tesla to Underperform, Lowers Price Target to $485',\n   'date': '2020-04-22 11:54:00+00:00'},\n  {'title': 'Gene Munster Sees Apple And Tesla As Biggest Winners This Earnings Season',\n   'date': '2020-04-22 11:40:00+00:00'},\n  {'title': 'Tesla shares are trading lower amid overall market weakness. Stocks across sectors are moving lower today after oil prices fell to lows, partially stemming from weak demand caused by the coronavirus pandemic.',\n   'date': '2020-04-21 16:13:00+00:00'},\n  {'title': 'CocaCola, IBM Earnings Under Scrutiny As Both Multinationals Withdraw Guidance, Netflix Later',\n   'date': '2020-04-21 13:48:00+00:00'},\n  {'title': 'IHS Markit Sees Global Light Vehicle Sales Down To 70.3M In 2020',\n   'date': '2020-04-21 12:59:00+00:00'},\n  {'title': 'Jerremy Newsome Shares The Rules For His Options Strategy',\n   'date': '2020-04-21 01:00:00+00:00'},\n  {'title': 'The Sound Of Electric Vehicles',\n   'date': '2020-04-20 16:56:00+00:00'},\n  {'title': 'Ross Gerber Says Tesla Is Pushing Ahead Of Competitors During COVID-19 Pandemic',\n   'date': '2020-04-17 19:35:00+00:00'},\n  {'title': \"'Tesla completes massive expansion of its 'world's biggest battery' -Electrek\",\n   'date': '2020-04-17 15:17:00+00:00'},\n  {'title': \"'Tesla angers Chinese buyers by rushing deliveries before the release of long range #Model3.' -China's National Business Daily\",\n   'date': '2020-04-17 11:50:00+00:00'},\n  {'title': \"Chinese Self-Driving Startup Launches 'Contactless' Deliveries To Combat Coronavirus Pandemic In California\",\n   'date': '2020-04-17 08:08:00+00:00'},\n  {'title': \"Big Stocks Moving After Hours As Market Cheers Gilead, 'Reopening' Updates\",\n   'date': '2020-04-16 23:30:00+00:00'},\n  {'title': 'S&P 500 Futures Up 3.2% After Hours; Many Other Stocks Moving Higher With Futures; Investors Reacting Favorably To White Phase Guidelines On Reopening Economy',\n   'date': '2020-04-16 22:11:00+00:00'},\n  {'title': 'Elon Musk Tweets Partial List Of Hospitals To Which Tesla Sent Ventilators',\n   'date': '2020-04-16 17:55:00+00:00'},\n  {'title': \"'California governor says ventilators promised by Elon Musk never made it to hospitals' -The Hill\",\n   'date': '2020-04-16 17:48:00+00:00'},\n  {'title': \"Alibaba, Tesla Among Cramer's Stay-At-Home Stock Ideas\",\n   'date': '2020-04-16 15:48:00+00:00'},\n  {'title': \"CEO Elon Musk's 'Taking Tesla Private' Tweet Wasn't Merely 'Aspirational,' Judge Rules He Must Face Lawsuit\",\n   'date': '2020-04-16 07:33:00+00:00'},\n  {'title': 'VW Settlement, Market Momentum Boost California Clean Truck Projects',\n   'date': '2020-04-15 22:26:00+00:00'},\n  {'title': 'Tesla To Report Q1 Earnings Wed., Apr. 29 After Market Close',\n   'date': '2020-04-15 21:47:00+00:00'},\n  {'title': \"Steve Grasso Says Tesla Has 'Defied All Laws Of Probability'\",\n   'date': '2020-04-15 20:24:00+00:00'},\n  {'title': \"Every Member Of Trump's 'Great American Economic Revival' Industry Groups\",\n   'date': '2020-04-15 17:09:00+00:00'},\n  {'title': \"Goldman Initiates Coverage On Auto Stocks, Says Industry 'Significantly Better Positioned' Than In 2008\",\n   'date': '2020-04-15 14:30:00+00:00'},\n  {'title': 'Morning Market Stats in 5 Minutes',\n   'date': '2020-04-15 14:10:00+00:00'},\n  {'title': 'Bank Earnings, Crude Weigh On The Market, But Signs On Pandemic Front Encourage',\n   'date': '2020-04-15 14:01:00+00:00'},\n  {'title': \"Benzinga's Top Upgrades, Downgrades For April 15, 2020\",\n   'date': '2020-04-15 13:39:00+00:00'},\n  {'title': 'Tesla China Car Registrations Buck Industry Slump In March',\n   'date': '2020-04-15 12:37:00+00:00'},\n  {'title': 'Cramer Advises His Viewers On Alcoa, Xerox, Tesla And More',\n   'date': '2020-04-15 12:26:00+00:00'},\n  {'title': 'Startup Zoox Acknowledges Some Employees Were In Possession Of Tesla Confidential Information',\n   'date': '2020-04-15 11:27:00+00:00'},\n  {'title': \"Tesla shares are trading higher after Goldman Sachs initiated coverage on the company's stock with a Buy rating and $864 price target. The company also reported China registrations rose in March.\",\n   'date': '2020-04-15 10:19:00+00:00'},\n  {'title': 'A Peek Into The Markets: US Stock Futures Down Ahead Of Citigroup, Goldman Sachs, Bank of America Earnings',\n   'date': '2020-04-15 09:50:00+00:00'},\n  {'title': 'Goldman Sachs Initiates Coverage On Tesla with Buy Rating, Announces Price Target to $864',\n   'date': '2020-04-15 09:27:00+00:00'},\n  {'title': \"Tesla's China Registrations Rose to 12,709 Units in March vs 2,314 in February\",\n   'date': '2020-04-15 09:21:00+00:00'},\n  {'title': \"'Choose Joplin,' A Missouri City Trying To Get Tesla To Build Gigafactory There, Offers $1B In Incentives\",\n   'date': '2020-04-15 08:47:00+00:00'},\n  {'title': '78 Biggest Movers From Yesterday',\n   'date': '2020-04-15 08:45:00+00:00'},\n  {'title': 'Zoox and Tesla Settle Lawsuit; Zoox to Make Payment to Tesla',\n   'date': '2020-04-15 00:35:00+00:00'},\n  {'title': \"Tesla's Stock Keeps Rising After Goldman Sachs Gives Shares $864 Price Target\",\n   'date': '2020-04-15 00:30:00+00:00'},\n  {'title': \"'Tesla is still getting tons of Cybertruck orders months after electric pickup unveiling' -Electrek\",\n   'date': '2020-04-14 17:55:00+00:00'},\n  {'title': \"Here's How Long It Took Tesla To Reach A $100B Market Cap\",\n   'date': '2020-04-14 17:06:00+00:00'},\n  {'title': \"55 Stocks Moving In Tuesday's Mid-Day Session\",\n   'date': '2020-04-14 16:52:00+00:00'},\n  {'title': 'Morning Market Stats in 5 Minutes',\n   'date': '2020-04-14 14:31:00+00:00'},\n  {'title': \"Benzinga's Top Upgrades, Downgrades For April 14, 2020\",\n   'date': '2020-04-14 13:54:00+00:00'},\n  {'title': '10 Biggest Price Target Changes For Tuesday',\n   'date': '2020-04-14 12:10:00+00:00'},\n  {'title': \"10 Consumer Cyclical Stocks Moving In Tuesday's Pre-Market Session\",\n   'date': '2020-04-14 11:54:00+00:00'},\n  {'title': 'Tesla Striving To Cut Costs By Seeking Rent Relief As Coronavirus Affects Business',\n   'date': '2020-04-14 11:48:00+00:00'},\n  {'title': \"31 Stocks Moving in Tuesday's Pre-Market Session\",\n   'date': '2020-04-14 11:10:00+00:00'},\n  {'title': \"Tesla shares are trading higher after Credit Suisse analysts upgraded the company's stock from Underperform to Neutral and raised their price target from $415 to $580.\",\n   'date': '2020-04-14 10:17:00+00:00'},\n  {'title': 'Credit Suisse Upgrades Tesla to Neutral, Raises Price Target to $580',\n   'date': '2020-04-14 09:50:00+00:00'},\n  {'title': \"Why Tesla's Stock Traded 17% Higher On Monday\",\n   'date': '2020-04-14 03:33:00+00:00'},\n  {'title': \"'Elon Musk: Tesla's upcoming event will focus on batteries, not powertrain — 'a lot to talk about'' -Electrek\",\n   'date': '2020-04-13 15:28:00+00:00'},\n  {'title': 'Tesla shares are trading higher following a media report that the company is now producing all Chinese Model 3s in China, meaning vehicles are not subject to import tax.',\n   'date': '2020-04-13 12:01:00+00:00'},\n  {'title': 'Tesla Furlough Has Hit New Workers In Delivery And Sales The Worst: Report',\n   'date': '2020-04-13 09:29:00+00:00'},\n  {'title': \"Benzinga's Bulls And Bears Of The Week: Apple, Disney, Intel And More\",\n   'date': '2020-04-11 18:10:00+00:00'},\n  {'title': 'Mike Khouw Sees Unusual Options Activity In Tesla',\n   'date': '2020-04-11 13:50:00+00:00'},\n  {'title': 'Tesla  Says Starts Selling Locally-made Long-range Model 3 Vehicles in China to be Priced at 339,050 Yuan After Subsidies; Locally-made Performance Model 3 to be Priced at 419,800 Yuan',\n   'date': '2020-04-10 13:39:00+00:00'},\n  {'title': \"Why Tesla Might Have The 'Competitive Advantage' Post-Pandemic\",\n   'date': '2020-04-10 12:11:00+00:00'},\n  {'title': 'Tesla shares are trading higher amid overall market strength following a Fed loan program and optimism towards a coronavirus recovery. The company reportedly sold 10,160 units in China in March.',\n   'date': '2020-04-09 17:28:00+00:00'},\n  {'title': 'Will FANG Lead The Market Rebound?',\n   'date': '2020-04-09 16:04:00+00:00'},\n  {'title': 'Auto Industry Survey Shows New Vehicle Sales Expected To Be Down 50+% In Apr.',\n   'date': '2020-04-09 15:25:00+00:00'},\n  {'title': 'A Peek Into The Markets: US Stock Futures Mixed Ahead Of Economic Data',\n   'date': '2020-04-09 09:56:00+00:00'},\n  {'title': 'Tesla Sold 10,160 Units in China in March',\n   'date': '2020-04-09 09:49:00+00:00'},\n  {'title': 'Hearing Tesla Hopes To Resume U.S. Car Production May 4',\n   'date': '2020-04-08 16:11:00+00:00'},\n  {'title': 'Tesla to Furlough Hourly Workers at U.S. Car Plans Amid Coronavirus Shutdown; Hopes to Resume U.S. Car Production May 4',\n   'date': '2020-04-08 16:10:00+00:00'},\n  {'title': 'iPhone Maker Foxconn To Produce Ventilators In US',\n   'date': '2020-04-08 10:20:00+00:00'},\n  {'title': 'A Peek Into The Markets: US Stock Futures Flat Ahead Of Fed Minutes',\n   'date': '2020-04-08 09:51:00+00:00'},\n  {'title': 'Tesla Announces Pay Cuts, Furloughs; Aims to Get Back to Production By May 4',\n   'date': '2020-04-08 09:24:00+00:00'},\n  {'title': '5 Stocks To Watch For April 8, 2020',\n   'date': '2020-04-08 09:04:00+00:00'},\n  {'title': '80 Biggest Movers From Yesterday',\n   'date': '2020-04-08 08:12:00+00:00'},\n  {'title': 'Tesla Furloughs All Non-Essential Workers In The US, Others To Get Pay Cut',\n   'date': '2020-04-08 06:12:00+00:00'},\n  {'title': \"'Tesla will slash employee pay, and will furlough hourly workers until May 4' -CNBC\",\n   'date': '2020-04-08 03:17:00+00:00'},\n  {'title': \"Why Tesla's Stock Is Trading Higher Today\",\n   'date': '2020-04-07 19:09:00+00:00'},\n  {'title': 'Carmakers Are Showing The World How To Work Together',\n   'date': '2020-04-07 17:37:00+00:00'},\n  {'title': \"56 Stocks Moving In Tuesday's Mid-Day Session\",\n   'date': '2020-04-07 16:47:00+00:00'},\n  {'title': \"'Tesla prepares to increase the price of 'Full Self-Driving' again with new features' -Electrek\",\n   'date': '2020-04-07 15:56:00+00:00'},\n  {'title': \"22 Stocks Moving in Tuesday's Pre-Market Session\",\n   'date': '2020-04-07 11:12:00+00:00'},\n  {'title': \"Tesla shares are trading higher, potentially on reports the company plans to debut a new Model 3 in China as well as the company's progress on ventilator production. Movement also likely related to overall market strength.\",\n   'date': '2020-04-07 10:45:00+00:00'},\n  {'title': '84 Biggest Movers From Yesterday',\n   'date': '2020-04-07 09:47:00+00:00'},\n  {'title': 'Tesla Nearing Debut of Longer Range China-made Model 3',\n   'date': '2020-04-07 09:20:00+00:00'},\n  {'title': \"'Tesla is making improvements to Fremont factory — increasing Model Y production capacity' -Electrek\",\n   'date': '2020-04-06 21:00:00+00:00'},\n  {'title': 'Investor Movement Index Summary: March 2020',\n   'date': '2020-04-06 17:54:00+00:00'},\n  {'title': \"66 Stocks Moving In Monday's Mid-Day Session\",\n   'date': '2020-04-06 16:32:00+00:00'},\n  {'title': \"Jefferies Upgrades Tesla, Says Company Is 'Doubling Market Coverage With Model Y'\",\n   'date': '2020-04-06 13:39:00+00:00'},\n  {'title': \"Benzinga's Top Upgrades, Downgrades For April 6, 2020\",\n   'date': '2020-04-06 13:31:00+00:00'},\n  {'title': '10 Biggest Price Target Changes For Monday',\n   'date': '2020-04-06 12:30:00+00:00'},\n  {'title': 'Jefferies Upgrades Tesla to Buy, Lowers Price Target to $650',\n   'date': '2020-04-06 11:58:00+00:00'},\n  {'title': \"Tesla shares are trading higher after analysts at Jefferies upgraded the company's stock from Hold to Buy.\",\n   'date': '2020-04-06 11:37:00+00:00'},\n  {'title': \"26 Stocks Moving in Monday's Pre-Market Session\",\n   'date': '2020-04-06 11:12:00+00:00'},\n  {'title': 'A Peek Into The Markets: US Stock Futures Jump; Crude Oil Falls Over 3%',\n   'date': '2020-04-06 10:00:00+00:00'},\n  {'title': '74 Biggest Movers From Friday',\n   'date': '2020-04-06 08:46:00+00:00'},\n  {'title': \"Tesla Shows 'Car Parts-Based' Ventilator Prototype For Coronavirus Pandemic\",\n   'date': '2020-04-06 08:44:00+00:00'},\n  {'title': 'Jefferies Upgrades Tesla from Hold to Buy; Lowers Price Target from $800 to $650',\n   'date': '2020-04-06 08:41:00+00:00'},\n  {'title': 'Apple To Make 1M Face Shields Per Week For Coronavirus Health Workers',\n   'date': '2020-04-06 02:46:00+00:00'},\n  {'title': 'Bulls And Bears Of The Week: Amazon, Boeing, Microsoft, Twitter And More',\n   'date': '2020-04-04 17:54:00+00:00'},\n  {'title': \"'Fast Money' Traders Weigh In On AT&T, Tesla And Twitter\",\n   'date': '2020-04-04 13:50:00+00:00'},\n  {'title': \"40 Stocks Moving In Friday's Mid-Day Session\",\n   'date': '2020-04-03 16:39:00+00:00'},\n  {'title': \"Tesla Analysts Dissect 'Surprisingly Strong' Q1 Deliveries Data\",\n   'date': '2020-04-03 15:00:00+00:00'},\n  {'title': 'Morning Market Stats in 5 Minutes',\n   'date': '2020-04-03 14:33:00+00:00'},\n  {'title': \"'Tesla Software Update Allows In-Car Viewing Of Sentry Mode Videos' -InsideEVs\",\n   'date': '2020-04-03 14:14:00+00:00'},\n  {'title': \"5 Consumer Cyclical Stocks Moving In Friday's Pre-Market Session\",\n   'date': '2020-04-03 11:36:00+00:00'},\n  {'title': 'Tesla shares are trading higher after the company reported strong Q1 delivery and production figures.',\n   'date': '2020-04-03 11:21:00+00:00'},\n  {'title': \"25 Stocks Moving in Friday's Pre-Market Session\",\n   'date': '2020-04-03 11:15:00+00:00'},\n  {'title': 'Global Coronavirus Cases Surge Past 1M, Medical Equipment Remains In Shortage',\n   'date': '2020-04-03 10:40:00+00:00'},\n  {'title': 'A Peek Into The Markets: US Stock Futures Down, All Eyes On Jobs Report',\n   'date': '2020-04-03 10:07:00+00:00'},\n  {'title': '5 Stocks To Watch For April 3, 2020',\n   'date': '2020-04-03 09:03:00+00:00'},\n  {'title': \"Tesla Is 'Crushing The Auto Industry', Munster Says, As Company Posts Q1 Delivery Figures\",\n   'date': '2020-04-03 03:49:00+00:00'},\n  {'title': 'Tesla Trades Higher After Strong Q1 Delivery Figures',\n   'date': '2020-04-02 20:29:00+00:00'},\n  {'title': 'Tesla shares are trading higher after the company reported Q1 delivery and production figures.',\n   'date': '2020-04-02 20:08:00+00:00'},\n  {'title': 'Tesla Shares Up ~4% Following Q1 Delivery And Production Figures',\n   'date': '2020-04-02 20:07:00+00:00'},\n  {'title': 'Tesla Q1 Model S/X Deliveries 12,200, Model 3/Y Deliveries 76,200; Total Deliveries 88,400, Total Production 102,672',\n   'date': '2020-04-02 20:06:00+00:00'},\n  {'title': \"Tesla Is Still A 'Maximum Short' For Chanos\",\n   'date': '2020-04-02 19:02:00+00:00'},\n  {'title': 'Tesla shares are trading lower, potentially amid continued concerns over lower deliveries.',\n   'date': '2020-04-02 18:55:00+00:00'},\n  {'title': 'Chanos Says Tesla Short Still One Of His Favorite Positions',\n   'date': '2020-04-02 16:31:00+00:00'},\n  {'title': \"Chanos Says Tesla Is Increasing Capacity At 'Exactly The Wrong Time'\",\n   'date': '2020-04-02 16:28:00+00:00'},\n  {'title': 'Short-seller Chanos Says He Is Still Maximum Short On Tesla',\n   'date': '2020-04-02 16:27:00+00:00'},\n  {'title': \"Elon Musk's SpaceX Bans Employee Use Of Zoom: Report\",\n   'date': '2020-04-02 14:21:00+00:00'},\n  {'title': 'Cramer Shares His Thoughts On Procter & Gamble, Virgin Galactic And More',\n   'date': '2020-04-02 13:28:00+00:00'},\n  {'title': \"Ford's US Sales Chief Says Following Coronavirus Crisis, 'Some Level' Of Gov't. Stimulus To Help Customers, Auto Industry Recover 'Would Be Appropriate'\",\n   'date': '2020-04-02 13:28:00+00:00'},\n  {'title': \"Tesla Can Help With Lithium-Ion Batteries For Its Ventilators, Says ResMed's CEO\",\n   'date': '2020-04-02 10:56:00+00:00'},\n  {'title': 'Tesla shares are trading lower. Weakness potentially related to concerns of lower deliveries. NOTE: Many stocks across sectors are trading lower amid the continued growth in coronavirus cases.',\n   'date': '2020-04-01 19:07:00+00:00'},\n  {'title': \"A Peek Into Tesla's Price/Earnings Ratio\",\n   'date': '2020-04-01 17:40:00+00:00'},\n  {'title': \"'Does The Coronavirus Guarantee The Tesla Cybertruck Will Be Delayed?' -InsideEVs\",\n   'date': '2020-04-01 12:21:00+00:00'},\n  {'title': 'China May Ease Electric Car Quotas, Delay Emission Rules to Help Automakers',\n   'date': '2020-04-01 09:18:00+00:00'}],\n '2020-05': [{'title': \"Elon Musk's SpaceX Capsule Links Up With Space Station\",\n   'date': '2020-05-31 14:52:00+00:00'},\n  {'title': \"American Astronauts Safely Launched into Space Aboard Elon Musk's SpaceX Rocket; Scheduled to Dock With International Space Station on Sunday\",\n   'date': '2020-05-30 19:51:00+00:00'},\n  {'title': \"Tesla's Stock And SpaceX Launches: Are Traders Looking For A Connection?\",\n   'date': '2020-05-30 18:21:00+00:00'},\n  {'title': \"Benzinga's Top Upgrades, Downgrades For May 29, 2020\",\n   'date': '2020-05-29 14:01:00+00:00'},\n  {'title': '20 Tesla Employees Worked At SpaceX Ahead Of NASA Astronauts Launch',\n   'date': '2020-05-29 12:45:00+00:00'},\n  {'title': 'Daiwa Capital Initiates Coverage On Tesla with Outperform Rating, Announces Price Target of $910',\n   'date': '2020-05-29 10:15:00+00:00'},\n  {'title': \"Tesla's Annual Shareholders Meeting Scheduled For July 7\",\n   'date': '2020-05-29 09:06:00+00:00'},\n  {'title': 'Tesla To Give Musk $700M In Incentives Payment',\n   'date': '2020-05-29 04:46:00+00:00'},\n  {'title': \"Tesla's FSD Package Shows Automaker's Potential For Software Revenue\",\n   'date': '2020-05-28 21:53:00+00:00'},\n  {'title': \"'Tesla Requests Approval To Sell Model 3 With Cheaper Battery Chemistry' -InsideEVs\",\n   'date': '2020-05-28 18:39:00+00:00'},\n  {'title': \"'Biggest UK solar plant approved' -BBC Report\",\n   'date': '2020-05-28 16:39:00+00:00'},\n  {'title': \"Here's How Amazon Could Become A Threat To Tesla, Ford And More With Zoox Buy\",\n   'date': '2020-05-28 16:20:00+00:00'},\n  {'title': '3 ETFs For Investors Looking To Access The Final Frontier',\n   'date': '2020-05-28 14:09:00+00:00'},\n  {'title': 'Tesla Leads Electric Car Sales In South Korea Thanks To Model 3',\n   'date': '2020-05-28 08:13:00+00:00'},\n  {'title': 'Jay Leno Takes Elon Musk For A Drive In A Tesla Cybertruck',\n   'date': '2020-05-27 17:20:00+00:00'},\n  {'title': \"What To Know About NASA And SpaceX's Crew Dragon Launch\",\n   'date': '2020-05-27 16:01:00+00:00'},\n  {'title': \"Twitter Account Highlights Negative Analyst Sentiment On Tesla Following Co.'s North American Price Cuts News, Cites Roth Capital Analyst, Gordon Johnson Of GLJ Research\",\n   'date': '2020-05-27 14:31:00+00:00'},\n  {'title': \"Why Tesla 'Appears To Be Turning The Corner' Heading Into Summer\",\n   'date': '2020-05-27 13:30:00+00:00'},\n  {'title': '10 Biggest Price Target Changes For Wednesday',\n   'date': '2020-05-27 12:42:00+00:00'},\n  {'title': 'Wedbush Maintains Neutral on Tesla, Raises Price Target to $800',\n   'date': '2020-05-27 11:05:00+00:00'},\n  {'title': 'Tesla To Reduce Car Prices In North America And China',\n   'date': '2020-05-27 09:50:00+00:00'},\n  {'title': 'Tesla to Cut Prices for Some Models in N. America, China',\n   'date': '2020-05-27 09:38:00+00:00'},\n  {'title': \"'All eyes on Tesla's recovery in China — rumors of massive backlog' -Elektrek Report\",\n   'date': '2020-05-26 16:24:00+00:00'},\n  {'title': 'Automotive Industry Eyes Slow Recovery',\n   'date': '2020-05-26 15:50:00+00:00'},\n  {'title': 'Grimes And Musk Rename Baby To Comply With California Law',\n   'date': '2020-05-26 06:21:00+00:00'},\n  {'title': 'Elon Musk Scraps Plan to Make Electric Pickup Smaller',\n   'date': '2020-05-23 19:54:00+00:00'},\n  {'title': \"Tesla Employees Fear Conditions At Factory, Describe It As 'Modern-Day Sweatshop'\",\n   'date': '2020-05-22 06:54:00+00:00'},\n  {'title': \"Today's Pickup: Ford Reopens Two Facilities, Twice In The Same Week Over COVID-19 Scare\",\n   'date': '2020-05-21 19:02:00+00:00'},\n  {'title': 'Bill Ackman Makes Pitch To Elon Musk For New HQ, Channels Howard Hughes',\n   'date': '2020-05-21 18:57:00+00:00'},\n  {'title': \"The Auto Industry Is Getting Back Online, And That's Good For Electrification\",\n   'date': '2020-05-21 18:27:00+00:00'},\n  {'title': \"'Tesla goes back to 'normal' manufacturing operations, calls more workers to come back to work' -Electrek\",\n   'date': '2020-05-21 17:58:00+00:00'},\n  {'title': \"'Inspired by our namesake Howard Hughes, another visionary American, we propose a few alternatives for your Nevada or Texas move. @HowardHughesCo owns master planned cities where we can create @Tesla new HQ...' -Tweet From Bill Ackman\",\n   'date': '2020-05-21 17:57:00+00:00'},\n  {'title': 'Apple Vs. Tesla: Morgan Stanley Breaks Down The Parallels',\n   'date': '2020-05-21 17:25:00+00:00'},\n  {'title': 'New Investors Pile In, Fuel Record Rise In Account Openings, Trading Volumes',\n   'date': '2020-05-21 16:02:00+00:00'},\n  {'title': \"'Tesla and California Are Making Nice. The Next Factories Will Be Somewhere Else' -Barron's Article\",\n   'date': '2020-05-21 15:50:00+00:00'},\n  {'title': \"'Tesla Gigafactory Shanghai expansion is back in full swing' -Electrek\",\n   'date': '2020-05-21 15:36:00+00:00'},\n  {'title': \"'Could Tesla Reveal A 700-Mile Model 3? New Battery Tech May Make This Possible' -InsideEVs\",\n   'date': '2020-05-21 15:08:00+00:00'},\n  {'title': \"'Tesla starts deliveries of new Model 3 Long Range RWD made-in-China car' -Electrek\",\n   'date': '2020-05-21 13:50:00+00:00'},\n  {'title': 'Tesla Will Not Pursue Its Lawsuit Against Alameda County Over Factory Reopening: Report',\n   'date': '2020-05-21 04:09:00+00:00'},\n  {'title': 'CleanSpark Shares Up 16% For Session; Hearing Rumor Company Is Work With Tesla',\n   'date': '2020-05-20 19:44:00+00:00'},\n  {'title': 'Tesla Shares Quiet As Hearing Court Records Show Co. Dropped Suit Against California County Over Reopening Its Vehicle Factory Against Lockdown Orders',\n   'date': '2020-05-20 19:11:00+00:00'},\n  {'title': \"Wednesday's Market Minute: Gettin' Nowhere Fast\",\n   'date': '2020-05-20 16:26:00+00:00'},\n  {'title': \"Analysts React To Joe Rogan's Spotify Deal: 'This Is Undoubtedly A Coup'\",\n   'date': '2020-05-20 16:23:00+00:00'},\n  {'title': \"McDonald's Faces Class Action Over Lack Of Worker Protection Against Coronavirus\",\n   'date': '2020-05-20 10:18:00+00:00'},\n  {'title': 'Tesla Starts Delivering China-made, Longer Range Model 3 Vehicles',\n   'date': '2020-05-20 09:25:00+00:00'},\n  {'title': \"California Governor Believes Tesla Isn't Moving Out Of The State Anytime Soon\",\n   'date': '2020-05-20 08:37:00+00:00'},\n  {'title': \"Panasonic To Resume Production At Tesla's New York Factory On Wednesday: Report\",\n   'date': '2020-05-20 04:09:00+00:00'},\n  {'title': 'Wallbox, A Company Founded By Former Tesla Employees, Closes $13M Seed Round',\n   'date': '2020-05-19 21:53:00+00:00'},\n  {'title': 'Telemedicine A COVID-19 Winner',\n   'date': '2020-05-19 20:46:00+00:00'},\n  {'title': \"Detroit's Big 3 Automakers Resume Production\",\n   'date': '2020-05-19 20:03:00+00:00'},\n  {'title': \"'Tesla shows the scale of Gigafactory Berlin ahead of groundbreaking' -Elektrek Report\",\n   'date': '2020-05-19 17:15:00+00:00'},\n  {'title': 'JMP Securities Maintains Market Outperform on Tesla, Lowers Price Target to $1001',\n   'date': '2020-05-19 13:52:00+00:00'},\n  {'title': 'Tesla is set to produce 4,000 electric cars per week in Shanghai next month, Model Y in Q1 2021',\n   'date': '2020-05-19 13:13:00+00:00'},\n  {'title': \"Tesla's Car Registrations Slumped In China In April\",\n   'date': '2020-05-19 13:06:00+00:00'},\n  {'title': \"A Peek Into The Markets: US Stock Futures Edge Lower Following Monday's Rally\",\n   'date': '2020-05-19 10:00:00+00:00'},\n  {'title': 'Elon Musk Tweets: Tesla Full Self-Driving option cost rises by ~$1000 worldwide on July 1st',\n   'date': '2020-05-19 09:32:00+00:00'},\n  {'title': \"Tesla's China Car Registrations Plunge 64% in April\",\n   'date': '2020-05-19 09:29:00+00:00'},\n  {'title': \"Tesla 'Full Self-Driving' To Cost Extra $1,000 Starting July, Musk Says\",\n   'date': '2020-05-19 04:15:00+00:00'},\n  {'title': 'Panasonic Hopes To Recharge Tesla Battery Partnership, Eyes Gigafactory Expansion',\n   'date': '2020-05-18 18:55:00+00:00'},\n  {'title': 'Tesla Shares Quiet Despite Hearing Co. Near Qualification For Inclusion In S&P 500',\n   'date': '2020-05-18 16:35:00+00:00'},\n  {'title': 'Hearing Tesla Workers Arriving For Work At Plant In Fremont, Parking Lot Filling Up',\n   'date': '2020-05-18 15:38:00+00:00'},\n  {'title': 'Tesla shares are trading higher after the company received approval to resume production at its Fremont plant.',\n   'date': '2020-05-18 11:55:00+00:00'},\n  {'title': 'Illinois Will Classify Defying Stay-At-Home Orders As Misdemeanor For Businesses',\n   'date': '2020-05-18 10:32:00+00:00'},\n  {'title': 'A Peek Into The Markets: US Stock Futures Up; Dow Futures Surge Over 300 Points',\n   'date': '2020-05-18 09:45:00+00:00'},\n  {'title': 'Panasonic CFO Says Production at Nevada Gigafactory Has Resumed After Coronavirus Shutdown; Says in  Discussions About Expanding Nevada Gigafactory Capacity Beyond 35gwh',\n   'date': '2020-05-18 09:09:00+00:00'},\n  {'title': \"Elon Musk's 'Take The Red Pill,' Tweet Raises Speculation Over Its Meaning\",\n   'date': '2020-05-18 08:19:00+00:00'},\n  {'title': \"Tesla Receives County Approval To Restart Fremont Production A Week After Musk's Threats\",\n   'date': '2020-05-18 04:37:00+00:00'},\n  {'title': \"Benzinga's Bulls And Bears Of The Week: Boeing, SmileDirectClub, Tesla And More\",\n   'date': '2020-05-17 14:16:00+00:00'},\n  {'title': 'Chinese Automaker BYD Announces the Han EV as Rival to the Tesla Model 3',\n   'date': '2020-05-17 13:05:00+00:00'},\n  {'title': \"Elon Musk Reveals He Owns 'Only 0.25 Bitcoins' In Crypto Convo With JK Rowling\",\n   'date': '2020-05-16 15:42:00+00:00'},\n  {'title': 'Q1 13F Roundup: How Buffett, Einhorn, Ackman And Others Adjusted Their Portfolios',\n   'date': '2020-05-16 14:15:00+00:00'},\n  {'title': \"'Tesla's next factory is going to be in Austin, Texas and it's going to happen quickly' -Electrek\",\n   'date': '2020-05-15 18:56:00+00:00'},\n  {'title': \"Tesla To Launch Low-Cost 'Million Mile' Battery That Drastically Reduces Cost Of EVs: Report\",\n   'date': '2020-05-15 16:04:00+00:00'},\n  {'title': \"'Elon Musk delays Tesla 'Battery Day' to next month electrek.co/2020/05/15/tes… by @FredericLambert' -Electrek.Co Tweet\",\n   'date': '2020-05-15 15:59:00+00:00'},\n  {'title': \"Tesla Shares Relatively Quiet Following Recent Tech Node Article 'Tesla is facing 10 civil lawsuits in China'\",\n   'date': '2020-05-15 13:38:00+00:00'},\n  {'title': \"'Exclusive: Tesla's secret batteries aim to rework the math for electric cars and the grid' -Earlier Reuters Report\",\n   'date': '2020-05-14 16:47:00+00:00'},\n  {'title': 'Toyota Believes The Worst Is Behind It',\n   'date': '2020-05-14 15:49:00+00:00'},\n  {'title': \"'Tesla Has Plans To Open Its First True Standalone Store In Michigan' Inside EVS\",\n   'date': '2020-05-14 15:27:00+00:00'},\n  {'title': \"'Tesla to introduce a new low-cost, long-life battery in China that it expects will bring the cost of electric vehicles in line with gasoline models, and allow EV batteries to have second and third lives...' -Tweet From Reuters Business\",\n   'date': '2020-05-14 13:33:00+00:00'},\n  {'title': \"'Elon Musk's Boring Company completes excavation of Las Vegas' electric 'Loop'' -Electrek\",\n   'date': '2020-05-14 13:25:00+00:00'},\n  {'title': \"Morgan Stanley Analyst Says Many Investors 'Absolutely Adore' Musk's Dominating Strategy\",\n   'date': '2020-05-14 10:48:00+00:00'},\n  {'title': 'China Global Times Says Tesla Clarified the Price of its Shanghai-made Long-range Version of Model3 will Remain Unchanged, Reuters had Reported the Price Would Drop After July',\n   'date': '2020-05-14 10:10:00+00:00'},\n  {'title': 'Tesla Has Produced China-made Longer Range Model 3 Vehicles, Aims to Deliver Them Soon; To Lower Price After July',\n   'date': '2020-05-14 09:23:00+00:00'},\n  {'title': 'Tesla Employees Who Choose To Stay Home Might Not Receive Unemployment Benefits, Internal Email Says',\n   'date': '2020-05-14 06:45:00+00:00'},\n  {'title': 'Do Elon Musk And Grimes Smoke Weed?',\n   'date': '2020-05-13 15:58:00+00:00'},\n  {'title': \"Tesla Shares Tick Lower As Calif. AG Says 'Ready To Enforce State Rules If Needed'\",\n   'date': '2020-05-13 15:45:00+00:00'},\n  {'title': \"A Look Into Tesla's Price Over Earnings\",\n   'date': '2020-05-13 14:29:00+00:00'},\n  {'title': 'Alameda County Will Allow Tesla To Reopen Fremont Factory If Certain Conditions Met',\n   'date': '2020-05-13 10:09:00+00:00'},\n  {'title': 'Tesla Reopens Nevada Gigafactory',\n   'date': '2020-05-13 09:23:00+00:00'},\n  {'title': \"Musk Is 'Dead Right,' Says Cramer On Tesla Reopening California Factory\",\n   'date': '2020-05-13 05:12:00+00:00'},\n  {'title': 'Musk Reopens Tesla Plant Despite County Orders',\n   'date': '2020-05-12 18:41:00+00:00'},\n  {'title': \"Here's What Kara Swisher And Chamath Palihapitiya Think About Elon Musk's Threats To Leave California\",\n   'date': '2020-05-12 18:15:00+00:00'},\n  {'title': 'Blink Charging Shares Spike To Session High On Volume As Traders Circulate Alert From Buy Sell Short Suggesting Blink Could Be A Play On Rallies In Tesla, VectoIQ',\n   'date': '2020-05-12 16:22:00+00:00'},\n  {'title': 'Tesla shares are trading higher after CEO Elon Musk said the company is restarting production at its Alameda Country facility despite COVID-19 health orders.',\n   'date': '2020-05-12 14:45:00+00:00'},\n  {'title': \"Trump Tweets: 'California should let Tesla & @elonmusk open the plant, NOW. It can be done Fast & Safely!'\",\n   'date': '2020-05-12 13:46:00+00:00'},\n  {'title': \"Tuesday's Market Minute: Tesla's Fremont Plant To Open Full Speed Ahead\",\n   'date': '2020-05-12 13:44:00+00:00'},\n  {'title': \"'[Elon] will bring back American manufacturing. He's the best we have...' -Jim Cramer\",\n   'date': '2020-05-12 12:53:00+00:00'},\n  {'title': 'Elon Musk Appoints Paint Operations Director To Oversee Fremont Production',\n   'date': '2020-05-12 12:24:00+00:00'},\n  {'title': \"Musk and Tesla Putting 'Major Pressure' On Alameda County, Say Wedbush Analysts\",\n   'date': '2020-05-12 09:16:00+00:00'},\n  {'title': \"Tesla Restarts Production, Musk Tweets 'If Anyone Is Arrested, I Ask That It Only Be Me'\",\n   'date': '2020-05-11 21:30:00+00:00'},\n  {'title': \"Elon Musk Tweets: 'Tesla is restarting production today against Alameda County rules. I will be on the line with everyone else. If anyone is arrested, I ask that it only be me.'\",\n   'date': '2020-05-11 20:40:00+00:00'},\n  {'title': 'California Governor Newsom Says Will Look Into Tesla Reopening Related To Possible Violation Of Public Health Order',\n   'date': '2020-05-11 19:43:00+00:00'},\n  {'title': 'Tesla Tells California Factory Employees Furlough Has Ended, Employees Back To Normal Employment Status As Of Sunday',\n   'date': '2020-05-11 19:40:00+00:00'},\n  {'title': \"California Governor Says Tesla's California Plant Could Open As Soon As Next Week\",\n   'date': '2020-05-11 19:31:00+00:00'},\n  {'title': \"'Tesla has already started making cars again at its California factory' -The Verge\",\n   'date': '2020-05-11 18:37:00+00:00'},\n  {'title': \"'Volvo will introduce XC100 Recharge as sleeker, full-size all-electric SUV' -Electrek Report\",\n   'date': '2020-05-11 17:54:00+00:00'},\n  {'title': 'Tesla Negotiates $565M Loan In China Amid Factory Shutdowns, Shrinking Sales',\n   'date': '2020-05-11 13:56:00+00:00'},\n  {'title': 'Mnuchin Says California Should Act To Ensure Tesla Can Operate',\n   'date': '2020-05-11 13:29:00+00:00'},\n  {'title': \"Tesla shares are trading lower after April sales of the company's Model 3 in China fell over 64% from last month.\",\n   'date': '2020-05-11 12:59:00+00:00'},\n  {'title': \"'Tesla Model X with extreme mileage racked up $29,000 in repair/maintenance and that's good' -Electrek\",\n   'date': '2020-05-11 12:43:00+00:00'},\n  {'title': \"Tesla's China Sales Dropped 64% In April, Even As Wider Market Recovered, CPCA Says\",\n   'date': '2020-05-11 10:16:00+00:00'},\n  {'title': 'A Peek Into The Markets: US Stock Futures Edge Lower; Crude Oil Down Over 3%',\n   'date': '2020-05-11 09:57:00+00:00'},\n  {'title': 'Wuhan Considers Policies to Help Automaker Dongfeng',\n   'date': '2020-05-11 09:36:00+00:00'},\n  {'title': 'China Passenger Car Association Reports China Sold 3,635 Model 3 Vehicles in April, Down 64% vs March',\n   'date': '2020-05-11 09:28:00+00:00'},\n  {'title': 'Major US Automakers Plan To Return To Work May 18 With Enhanced Safety Measures In Place',\n   'date': '2020-05-11 04:50:00+00:00'},\n  {'title': \"'F*** Elon Musk,' Responds California Assemblywoman To Musk's Threats To Leave State\",\n   'date': '2020-05-11 03:44:00+00:00'},\n  {'title': \"Elon Musk Talks About The Tesla Cybertruck Smash-Up: 'I Was Not Expecting That'\",\n   'date': '2020-05-10 23:01:00+00:00'},\n  {'title': \"Mike Khouw's Tesla Options Trade: All-Time High A Resistance Level\",\n   'date': '2020-05-10 14:44:00+00:00'},\n  {'title': 'Tesla Sales Surpass 1M Electric Cars Globally',\n   'date': '2020-05-09 20:06:00+00:00'},\n  {'title': 'Musk Threatens To Move Tesla Out Of California Over COVID-19 Lockdown Restrictions',\n   'date': '2020-05-09 17:46:00+00:00'},\n  {'title': 'Elon Musk Says Tesla will Move its HQ to Texas/Nevada Immediately',\n   'date': '2020-05-09 17:39:00+00:00'},\n  {'title': 'Elon Musk Talks Baby X Æ A-12, Selling Possessions',\n   'date': '2020-05-09 12:00:00+00:00'},\n  {'title': 'Tesla Says on May 7. As Part of Expansion of Production at Gigafactory Shanghai, Unit Entered Into a Working Capital Loan Contract; Under 2020 Working Capital Facility, Tesla Shanghai May Draw Funds From Time to Time on an Unsecured Revolving Facility of Up to RMB 4B',\n   'date': '2020-05-08 22:01:00+00:00'},\n  {'title': \"'California's county tells Tesla it 'Must Not Reopen' vehicle plant at present' -Reuters\",\n   'date': '2020-05-08 20:29:00+00:00'},\n  {'title': 'Calif. Alameda County Health Official: Asking Local Factories To Wait Until Next Week To Discuss Safe Ways To Resume Operations',\n   'date': '2020-05-08 19:40:00+00:00'},\n  {'title': \"UPDATE: 'We Have Said It Was Not Appropriate To Move Forward' -Alameda County Health Official On Tesla Fremont Factory\",\n   'date': '2020-05-08 19:35:00+00:00'},\n  {'title': \"Tesla Has Not Received Green Light To Resume Production -Health Official For San Franciso Bay Area's Alameda County\",\n   'date': '2020-05-08 19:35:00+00:00'},\n  {'title': 'The Future Of Car Sales Favors Tesla',\n   'date': '2020-05-08 19:15:00+00:00'},\n  {'title': \"Elon Musk Says Coronavirus A 'Trial Run' For Future Pandemic, Questions Mortality Rate\",\n   'date': '2020-05-08 16:42:00+00:00'},\n  {'title': 'Tesla shares are trading higher amid overall market strength. The company is aiming to restart production at its San Francisco Bay area plant. CEO Elon Musk also said the company filed a patent for a new battery cell.',\n   'date': '2020-05-08 15:25:00+00:00'},\n  {'title': 'Tesla Aims to Restart Fremont Plant as Early as Friday',\n   'date': '2020-05-08 10:08:00+00:00'},\n  {'title': 'A Peek Into The Markets: US Stock Futures Gain; All Eyes On Jobs Report',\n   'date': '2020-05-08 09:52:00+00:00'},\n  {'title': \"Tesla Confirms Shanghai Gigafactory Shutdown, But Says It's All 'According To Plan'\",\n   'date': '2020-05-08 07:46:00+00:00'},\n  {'title': \"Elon Musk Says Tesla Battery Patent 'Way More Important Than It Sounds'\",\n   'date': '2020-05-08 06:47:00+00:00'},\n  {'title': \"'Elon Musk said in a podcast interview released on Thursday that the company's planned Roadster sports car would take a backseat to the development of other vehicle model' -Reuters\",\n   'date': '2020-05-07 21:52:00+00:00'},\n  {'title': 'Elon Musk Talks Neuralink, Brain Stimulation And AI With Joe Rogan',\n   'date': '2020-05-07 19:28:00+00:00'},\n  {'title': \"'Elon Musk hints at Tesla Roadster being delayed to 2022' -Electrek\",\n   'date': '2020-05-07 18:44:00+00:00'},\n  {'title': \"Here's What Elon Musk Thinks About Warren Buffett\",\n   'date': '2020-05-07 18:19:00+00:00'},\n  {'title': 'Tesla Reportedly Halts Production At Chinese Factory, Bringing Global Production To Standstill',\n   'date': '2020-05-07 14:00:00+00:00'},\n  {'title': \"Elon Musk To Join Joe Rogan's Podcast Again During Eventful Week For Tesla CEO\",\n   'date': '2020-05-07 11:53:00+00:00'},\n  {'title': \"'Tesla Shanghai factory halts production for unknown reasons, shaking concept stocks' -China's National Business Daily\",\n   'date': '2020-05-07 09:58:00+00:00'},\n  {'title': 'Tesla Preparing to Restart Some Car Production in Fremont',\n   'date': '2020-05-07 09:24:00+00:00'},\n  {'title': 'Tesla Prepares To Restart Production At Fremont Factory This Week: Report',\n   'date': '2020-05-07 03:06:00+00:00'},\n  {'title': '3 ETFs For Square Earnings', 'date': '2020-05-06 11:20:00+00:00'},\n  {'title': 'Elon Musk Qualifies For $700M In Stock Options As Tesla Tops $100B Market Cap Average',\n   'date': '2020-05-06 03:20:00+00:00'},\n  {'title': 'Electreck.Co Says Tesla Modle 3 Was The Best Selling Car In The UK In April',\n   'date': '2020-05-05 16:35:00+00:00'},\n  {'title': \"6 Reasons Why Morgan Stanley Says Tesla's Next Gigafactory Location Is Texas\",\n   'date': '2020-05-05 15:53:00+00:00'},\n  {'title': 'Cramer Shares His Thoughts On Nokia, Intel And More',\n   'date': '2020-05-05 14:08:00+00:00'},\n  {'title': \"Elon Musk Confirms Grimes Has Given Birth: 'Mom & Baby All Good'\",\n   'date': '2020-05-05 03:29:00+00:00'},\n  {'title': \"2 Of Elon Musk's Houses May Actually Be For Sale: Here's Why\",\n   'date': '2020-05-05 01:33:00+00:00'},\n  {'title': \"'Tesla gets hope to reopen Fremont factory quicker as California relaxes quarantine' -Electrek\",\n   'date': '2020-05-04 21:09:00+00:00'},\n  {'title': \"Why Tesla's Stock Is Trading Higher Today\",\n   'date': '2020-05-04 14:58:00+00:00'},\n  {'title': 'Tesla shares are trading higher after Morgan Stanley raised its price target on the stock from $440 to $680.',\n   'date': '2020-05-04 14:25:00+00:00'},\n  {'title': 'Morgan Stanley Maintains Equal-Weight on Tesla, Raises Price Target to $680',\n   'date': '2020-05-04 12:18:00+00:00'},\n  {'title': 'Tesla Teases Battery Module And Pack Production Line At Giga Shanghai',\n   'date': '2020-05-03 14:51:00+00:00'},\n  {'title': \"Benzinga's Bulls And Bears Of The Week: Ford, Gilead, Microsoft, Intel And More\",\n   'date': '2020-05-03 12:18:00+00:00'},\n  {'title': \"Here's What Warren Buffett Thinks About Tesla And Elon Musk\",\n   'date': '2020-05-02 19:55:00+00:00'},\n  {'title': 'Tesla Applies for UK Electricity Provider Licence',\n   'date': '2020-05-02 19:36:00+00:00'},\n  {'title': 'Tesla Achieves Record Safety with Autopilot – More than 50% Improvement',\n   'date': '2020-05-02 18:17:00+00:00'},\n  {'title': 'Amazon, Exxon Mobil Earnings Weigh On Market To Start New Month As Caution Steers The Wheel',\n   'date': '2020-05-01 21:12:00+00:00'},\n  {'title': 'Markets Have Best Month Since 1987, But End Week On Low Note',\n   'date': '2020-05-01 20:30:00+00:00'},\n  {'title': 'Elon Musk Says Twitter Comments are Not a Joke',\n   'date': '2020-05-01 17:40:00+00:00'},\n  {'title': \"Elon Musk Says Tesla's Stock Price Is Too High, Tweets About Freedom, Gene Wilder And More\",\n   'date': '2020-05-01 16:30:00+00:00'},\n  {'title': \"Tesla Shares Fall 5+% To Below $760 Level Following Elon Musk Tweet The Share Price Is 'Too High'\",\n   'date': '2020-05-01 15:20:00+00:00'},\n  {'title': \"'Tesla stock price is too high imo' -Tweet From Elon Musk\",\n   'date': '2020-05-01 15:13:00+00:00'},\n  {'title': \"Tesla shares are trading lower potentially on market weakness as investor uncertainty grows on quarterly earnings reports from multiple companies. NOTE: David Einhorn questioned Tesla's accounting practices on Thursday.\",\n   'date': '2020-05-01 14:39:00+00:00'},\n  {'title': 'US Billionaires Add $406B To Collective Wealth While More Than 30M People Lose Jobs During Pandemic',\n   'date': '2020-05-01 13:28:00+00:00'},\n  {'title': \"Tesla Shares Decline After Einhorn Publicly Questions Automaker's Accounting Practices\",\n   'date': '2020-05-01 06:15:00+00:00'}],\n '2020-06': [{'title': \"Tesla's Stock Closes At All-Time High As Musk Pushes Semi, Employees Reportedly Test Positive For COVID-19\",\n   'date': '2020-06-10 21:02:00+00:00'},\n  {'title': \"'Tesla factory workplace safety is 5% better than industry average for manufacturers & improving fast' -Tweet From Tesla's Elon Musk\",\n   'date': '2020-06-10 19:08:00+00:00'},\n  {'title': \"'Tesla hacker unlocks Performance upgrade and acceleration boost at a discount' -Elektrek Report\",\n   'date': '2020-06-10 16:41:00+00:00'},\n  {'title': 'GM On Track To Spend $20B On EV And AV Development By 2025',\n   'date': '2020-06-10 15:33:00+00:00'},\n  {'title': \"Tesla's Journey To $1,000 In 2020\",\n   'date': '2020-06-10 14:15:00+00:00'},\n  {'title': 'Tesla Shares Mark Session And New All-Time High At $1,000',\n   'date': '2020-06-10 13:58:00+00:00'},\n  {'title': \"Wedbush Says Tesla Has 'Game Changing' Developments, Lifts Target To $1,000\",\n   'date': '2020-06-10 13:00:00+00:00'},\n  {'title': 'Wedbush Maintains Neutral on Tesla, Raises Price Target to $1000',\n   'date': '2020-06-10 12:43:00+00:00'},\n  {'title': \"Musk Says It's Time To Ramp Production Of Tesla Semi: Report\",\n   'date': '2020-06-10 12:14:00+00:00'},\n  {'title': \"Tesla shares are trading higher after Wedbush raised its price target on the company's stock from $800 to $1000.\",\n   'date': '2020-06-10 11:55:00+00:00'},\n  {'title': 'Electrek Reports Tesla VP Of Business Development In China Has Left Co.',\n   'date': '2020-06-10 11:50:00+00:00'},\n  {'title': \"Wedbush Raises Tesla Price Target From $800 To $1,000; Says With Model 3 Demand Ramping In China, US/Europe Lockdown Easing And Battery Developments, Stock 'likely has room to run further'\",\n   'date': '2020-06-10 11:48:00+00:00'},\n  {'title': \"Tesla's Musk Says It's Time To Bring Tesla Semi To Volume Production; Says Production Of Battery And Powertrain Will Take Place At Nevada Factory, Says Most Of Other Works Probably Occurring In Other States\",\n   'date': '2020-06-10 11:11:00+00:00'},\n  {'title': 'Hearing Wedbush Raises Tesla Base Price Target From $800 To $1,000; Unconfirmed',\n   'date': '2020-06-10 10:55:00+00:00'},\n  {'title': 'Key Tesla Executive Behind Shanghai Gigafactory Leaves Company After 5 Years',\n   'date': '2020-06-10 08:08:00+00:00'},\n  {'title': 'Volkswagen Cuts Costs, Targets Electric Future',\n   'date': '2020-06-09 20:52:00+00:00'},\n  {'title': 'Tesla Bolsters EV Enthusiasm With German Factory',\n   'date': '2020-06-09 20:30:00+00:00'},\n  {'title': 'Tesla Bull Vs. Bear: Ron Baron And Paul Meeks',\n   'date': '2020-06-09 18:33:00+00:00'},\n  {'title': \"'Tesla adds Model Y to referral program, surprising move indicating weak demand' -Elektrek Report\",\n   'date': '2020-06-09 15:53:00+00:00'},\n  {'title': 'Nikola Skyrockets After IPO: What To Know About The EV Truck Manufacturer',\n   'date': '2020-06-09 15:43:00+00:00'},\n  {'title': \"Travel Stocks Lose Momentum In Pre-Market After Leading Yesterday's Sharp Rally\",\n   'date': '2020-06-09 13:49:00+00:00'},\n  {'title': \"UPDATE: 'Tesla defied county orders so it could restart production. Days later, workers tested positive for the coronavirus.' -Washington Post Report\",\n   'date': '2020-06-09 12:47:00+00:00'},\n  {'title': 'Tesla Reported Several Coronavirus Cases Among Employees',\n   'date': '2020-06-09 12:38:00+00:00'},\n  {'title': 'Morgan Stanley US And China Autos And Shared Mobility Teams To Discuss Tesla On Webcast From 9:00-11:00 a.m. ET',\n   'date': '2020-06-09 12:27:00+00:00'},\n  {'title': \"Benzinga Pro's Top 5 Stocks To Watch For Tues., Jun. 9, 2020: TSLA, IZEA, FIVE, M, OPK\",\n   'date': '2020-06-09 12:22:00+00:00'},\n  {'title': 'Tesla Vs. Nio Vs. Xpeng: A Look At The Chinese Electric Vehicle Market',\n   'date': '2020-06-09 12:08:00+00:00'},\n  {'title': 'Barron Says Believes Tesla Will Be $2,000-$3,000 In Next Five Years',\n   'date': '2020-06-09 11:59:00+00:00'},\n  {'title': 'Ron Barron Says Sees 10X More To Go On Tesla, 20x On SpaceX',\n   'date': '2020-06-09 11:52:00+00:00'},\n  {'title': 'Ron Barron Says Would Like To Buy More Tesla',\n   'date': '2020-06-09 11:50:00+00:00'},\n  {'title': 'Investor Ron Barron Being Interviewed On CNBC',\n   'date': '2020-06-09 11:42:00+00:00'},\n  {'title': 'Tesla, Amazon Backer Baillie Gifford Invests $35M In Air Taxi Startup Lilium',\n   'date': '2020-06-09 05:06:00+00:00'},\n  {'title': 'NASDAQ Closes At All-Time High',\n   'date': '2020-06-08 23:12:00+00:00'},\n  {'title': \"Why Nikola's Stock Is Trading Higher Today\",\n   'date': '2020-06-08 20:27:00+00:00'},\n  {'title': \"How China Became The World's Largest Electric Vehicle Market\",\n   'date': '2020-06-08 19:38:00+00:00'},\n  {'title': 'The IMX Rebounds In May In Tandem With The Market',\n   'date': '2020-06-08 18:08:00+00:00'},\n  {'title': \"Million-mile' Battery Ready To Make Says Tesla Battery Producer\",\n   'date': '2020-06-08 17:42:00+00:00'},\n  {'title': \"'Tesla releases fascinating impact report, deep dive into efficiency, lifetime footprint, and more' -Elektrek Report\",\n   'date': '2020-06-08 17:13:00+00:00'},\n  {'title': 'Investor Movement Index Summary: May 2020',\n   'date': '2020-06-08 16:47:00+00:00'},\n  {'title': \"'CATL Now Promises 2-Million Kilometer, 16-Year Battery Technology' -InsideEVs Report\",\n   'date': '2020-06-08 15:09:00+00:00'},\n  {'title': \"Tesla shares are trading higher after China's CPCA said Tesla sold 11,095 China-made Model 3 vehicles in May, up 205% month over month.\",\n   'date': '2020-06-08 14:33:00+00:00'},\n  {'title': 'CORRECTION: Hearing Ron Barron Said To Appear On CNBC Squawk Box On 6/9 At 7:30 a.m. EST; A Prior Headline Suggested 7:30 p.m., This Was Incorrect',\n   'date': '2020-06-08 14:24:00+00:00'},\n  {'title': 'Hearing Ron Barron To Appear On CNBC Squawk Box On 6/9 At 7:30 a.m. EST',\n   'date': '2020-06-08 13:35:00+00:00'},\n  {'title': 'Tesla Was Top-Selling Chinese EV Brand In May, Sales Jump 205%: Report',\n   'date': '2020-06-08 13:02:00+00:00'},\n  {'title': \"'Tesla made-in-China Model 3 sales jump to record high' -Elektrek Report\",\n   'date': '2020-06-08 12:58:00+00:00'},\n  {'title': \"China's CPCA Says Tesla Sold 11,095 China-made Model 3 Vehicles in May, Up 205% MoM\",\n   'date': '2020-06-08 09:14:00+00:00'},\n  {'title': \"CATL Is Ready To Make Million-Mile Batteries For Electric Vehicles, Says Chinese Battery Giant's Chairman\",\n   'date': '2020-06-08 08:49:00+00:00'},\n  {'title': 'Starship Is Top Priority, Elon Musk Tells To SpaceX Employees',\n   'date': '2020-06-08 05:17:00+00:00'},\n  {'title': 'Bulls And Bears Of The Week: Gilead, Shopify, Tesla And More',\n   'date': '2020-06-06 18:26:00+00:00'},\n  {'title': 'ESPAÑOL • Cannabis en Argentina, Blockchain Uruguayo, Elon Musk, Warren Buffett, Jeff Bezos, Isiah Thomas, y Canopy Growth',\n   'date': '2020-06-05 21:19:00+00:00'},\n  {'title': 'Airlines, Casino Stocks Getting A Lift In Pre-Market Trading as Surprising Jobs Report Gets Digested',\n   'date': '2020-06-05 14:43:00+00:00'},\n  {'title': \"Friday's Market Minute: Nasdaq's Top Performers: TSLA, REGN, PYPL\",\n   'date': '2020-06-05 13:29:00+00:00'},\n  {'title': \"'Tesla Model 3 becomes best-selling car in the UK for second month in a row' -Elektrek Report\",\n   'date': '2020-06-05 13:17:00+00:00'},\n  {'title': \"What Elon Musk Thinks About Amazon: 'Monopolies Are Wrong!'\",\n   'date': '2020-06-04 19:15:00+00:00'},\n  {'title': \"'Tesla quietly acquired automated manufacturing firm to design factories' -Electrek Report\",\n   'date': '2020-06-04 19:12:00+00:00'},\n  {'title': \"'Time to break up Amazon. Monopolies are wrong!' -Tweet From Elon Musk\",\n   'date': '2020-06-04 18:06:00+00:00'},\n  {'title': \"Today's Pickup: Saudi Arabia And Russia Push For Extending Oil Output Cuts\",\n   'date': '2020-06-04 18:03:00+00:00'},\n  {'title': \"'GM starts electric van program said to aim to 'beat Tesla to the segment'' -Electrek\",\n   'date': '2020-06-04 12:54:00+00:00'},\n  {'title': 'Tesla Will Be Rolling Out Cars At Berlin Plant In Less Than A Year, Government Official Says',\n   'date': '2020-06-04 10:42:00+00:00'},\n  {'title': 'Tesla Plans to Have Car Plant Near Berlin Operating in a Year',\n   'date': '2020-06-04 09:44:00+00:00'},\n  {'title': 'Three Other Policemen Charged In George Floyd Case',\n   'date': '2020-06-04 08:41:00+00:00'},\n  {'title': \"'Tesla announces massive Supercharger expansion in China to support growth' -Elektrek Report\",\n   'date': '2020-06-03 19:09:00+00:00'},\n  {'title': 'Chinese EV Maker Xpeng Motors Seeks $500M US IPO: Report',\n   'date': '2020-06-03 17:58:00+00:00'},\n  {'title': \"Here's Why Nio Shares Are Rallying To A Multi-Month High\",\n   'date': '2020-06-03 16:14:00+00:00'},\n  {'title': \"'Rumor: Tesla and UK government are working on a factory' -Electrek\",\n   'date': '2020-06-03 15:25:00+00:00'},\n  {'title': \"Tesla's China, Europe Performance Suggests Quarter Will Be One Of Automaker's Weakest, Says Gordon Johnson\",\n   'date': '2020-06-03 14:41:00+00:00'},\n  {'title': 'ESPAÑOL • Warren Buffet y Elon Musk, Saqueos en Dispensarios, Aurora Cannabis y Aphria, Clever Leaves, Carey Hart y Más',\n   'date': '2020-06-02 22:00:00+00:00'},\n  {'title': 'Could COVID-19 Be Good For EVs?',\n   'date': '2020-06-02 19:32:00+00:00'},\n  {'title': 'Tesla Analyst Values SpaceX At $50B, With Starlink The Biggest Growth Driver',\n   'date': '2020-06-02 16:20:00+00:00'},\n  {'title': 'Financials Sector Could Be In Focus Today As Treasury Yields Tick Higher',\n   'date': '2020-06-02 14:44:00+00:00'},\n  {'title': 'Electric Cars Represented 43.1% Share Of All New Car Sales In Norway In May',\n   'date': '2020-06-02 14:37:00+00:00'},\n  {'title': \"Tesla CEO Musk Says Other Three Officers Should Be Charged In Floyd's Murder Case\",\n   'date': '2020-06-02 10:12:00+00:00'},\n  {'title': 'Elon Musk Tweets: Off Twitter for a while',\n   'date': '2020-06-02 09:22:00+00:00'},\n  {'title': \"SpaceX Falcon 9 Launch A 'Major Shot In The Arm' For Tesla Brand, Analyst Says\",\n   'date': '2020-06-01 20:35:00+00:00'},\n  {'title': \"Wedbush Maintains Neutral Rating On Tesla, Says 'We continue to believe EV demand in China is starting to accelerate with Tesla competing with a number of domestic and international competitors for market share'\",\n   'date': '2020-06-01 19:23:00+00:00'},\n  {'title': \"Wedbush Says 'Battery enhancements and China remain key to the Telsa story'\",\n   'date': '2020-06-01 19:22:00+00:00'},\n  {'title': \"Wedbush Says 'SpaceX Success Further Elevates Musk and Tesla Brand'; Says While Tesla And SpaceX Are Separate, 'from a consumer perspective the Musk DNA remains the linchpin to both of these next generation technology stalwarts'\",\n   'date': '2020-06-01 19:21:00+00:00'},\n  {'title': 'Tesla Shares Spike, Hitting Session High Of $886.6 After Wedbush Note Rumors',\n   'date': '2020-06-01 18:44:00+00:00'},\n  {'title': 'Watching Teslare Shares As Hearing Wedbush Publishing Note On Space X Launch, Battery Announcement',\n   'date': '2020-06-01 18:43:00+00:00'},\n  {'title': 'PreMarket Prep Stock Of The Day: Tesla',\n   'date': '2020-06-01 17:03:00+00:00'},\n  {'title': 'Shares of several consumer discretionary companies are trading higher as equities gain amid continued optimism towards a rebound in economic activity, which could lead to a potential rebound in spending.',\n   'date': '2020-06-01 15:04:00+00:00'},\n  {'title': 'NASA Astronauts Launched By SpaceX Reach International Space Station, Celebrate Historic Moment',\n   'date': '2020-06-01 12:07:00+00:00'},\n  {'title': 'Cramer Gives His Opinion On Caleres, Cognex And More',\n   'date': '2020-06-01 11:51:00+00:00'},\n  {'title': 'Nio CEO Says Tesla An Ally In Increasing Sales, Remains Bullish On Chinese EV Market Growth',\n   'date': '2020-06-01 11:15:00+00:00'},\n  {'title': \"Elon Musk's Baby Has A Nickname, Grimes Reveals\",\n   'date': '2020-06-01 09:54:00+00:00'}]}"},"metadata":{}}]},{"cell_type":"code","source":"import faiss\nimport numpy as np\nfrom sklearn.feature_extraction.text import TfidfVectorizer","metadata":{"execution":{"iopub.status.busy":"2024-07-31T20:03:08.172259Z","iopub.execute_input":"2024-07-31T20:03:08.173105Z","iopub.status.idle":"2024-07-31T20:03:08.664281Z","shell.execute_reply.started":"2024-07-31T20:03:08.173071Z","shell.execute_reply":"2024-07-31T20:03:08.663473Z"},"trusted":true},"execution_count":8,"outputs":[]},{"cell_type":"code","source":"texts=[]\nvectors=[]\ntargets=[]","metadata":{"execution":{"iopub.status.busy":"2024-07-31T20:03:09.667706Z","iopub.execute_input":"2024-07-31T20:03:09.668667Z","iopub.status.idle":"2024-07-31T20:03:09.673331Z","shell.execute_reply.started":"2024-07-31T20:03:09.668615Z","shell.execute_reply":"2024-07-31T20:03:09.672097Z"},"trusted":true},"execution_count":9,"outputs":[]},{"cell_type":"code","source":"vectorizer = TfidfVectorizer()\nall_texts = []\nfor ticker in stock_price_history_data.keys():\n    for month_year in stock_price_history_data[ticker].keys():\n        if month_year in training_data[ticker]:\n            headlines=[i['title'] for i in training_data[ticker][month_year]]\n            all_texts.extend(headlines)\nvectorizer.fit(all_texts)       ","metadata":{"execution":{"iopub.status.busy":"2024-07-31T20:03:10.638667Z","iopub.execute_input":"2024-07-31T20:03:10.639493Z","iopub.status.idle":"2024-07-31T20:03:14.994479Z","shell.execute_reply.started":"2024-07-31T20:03:10.639463Z","shell.execute_reply":"2024-07-31T20:03:14.993583Z"},"trusted":true},"execution_count":10,"outputs":[{"execution_count":10,"output_type":"execute_result","data":{"text/plain":"TfidfVectorizer()","text/html":"<style>#sk-container-id-1 {color: black;background-color: white;}#sk-container-id-1 pre{padding: 0;}#sk-container-id-1 div.sk-toggleable {background-color: white;}#sk-container-id-1 label.sk-toggleable__label {cursor: pointer;display: block;width: 100%;margin-bottom: 0;padding: 0.3em;box-sizing: border-box;text-align: center;}#sk-container-id-1 label.sk-toggleable__label-arrow:before {content: \"▸\";float: left;margin-right: 0.25em;color: #696969;}#sk-container-id-1 label.sk-toggleable__label-arrow:hover:before {color: black;}#sk-container-id-1 div.sk-estimator:hover label.sk-toggleable__label-arrow:before {color: black;}#sk-container-id-1 div.sk-toggleable__content {max-height: 0;max-width: 0;overflow: hidden;text-align: left;background-color: #f0f8ff;}#sk-container-id-1 div.sk-toggleable__content pre {margin: 0.2em;color: black;border-radius: 0.25em;background-color: #f0f8ff;}#sk-container-id-1 input.sk-toggleable__control:checked~div.sk-toggleable__content {max-height: 200px;max-width: 100%;overflow: auto;}#sk-container-id-1 input.sk-toggleable__control:checked~label.sk-toggleable__label-arrow:before {content: \"▾\";}#sk-container-id-1 div.sk-estimator input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-1 div.sk-label input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-1 input.sk-hidden--visually {border: 0;clip: rect(1px 1px 1px 1px);clip: rect(1px, 1px, 1px, 1px);height: 1px;margin: -1px;overflow: hidden;padding: 0;position: absolute;width: 1px;}#sk-container-id-1 div.sk-estimator {font-family: monospace;background-color: #f0f8ff;border: 1px dotted black;border-radius: 0.25em;box-sizing: border-box;margin-bottom: 0.5em;}#sk-container-id-1 div.sk-estimator:hover {background-color: #d4ebff;}#sk-container-id-1 div.sk-parallel-item::after {content: \"\";width: 100%;border-bottom: 1px solid gray;flex-grow: 1;}#sk-container-id-1 div.sk-label:hover label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-1 div.sk-serial::before {content: \"\";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: 0;}#sk-container-id-1 div.sk-serial {display: flex;flex-direction: column;align-items: center;background-color: white;padding-right: 0.2em;padding-left: 0.2em;position: relative;}#sk-container-id-1 div.sk-item {position: relative;z-index: 1;}#sk-container-id-1 div.sk-parallel {display: flex;align-items: stretch;justify-content: center;background-color: white;position: relative;}#sk-container-id-1 div.sk-item::before, #sk-container-id-1 div.sk-parallel-item::before {content: \"\";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: -1;}#sk-container-id-1 div.sk-parallel-item {display: flex;flex-direction: column;z-index: 1;position: relative;background-color: white;}#sk-container-id-1 div.sk-parallel-item:first-child::after {align-self: flex-end;width: 50%;}#sk-container-id-1 div.sk-parallel-item:last-child::after {align-self: flex-start;width: 50%;}#sk-container-id-1 div.sk-parallel-item:only-child::after {width: 0;}#sk-container-id-1 div.sk-dashed-wrapped {border: 1px dashed gray;margin: 0 0.4em 0.5em 0.4em;box-sizing: border-box;padding-bottom: 0.4em;background-color: white;}#sk-container-id-1 div.sk-label label {font-family: monospace;font-weight: bold;display: inline-block;line-height: 1.2em;}#sk-container-id-1 div.sk-label-container {text-align: center;}#sk-container-id-1 div.sk-container {/* jupyter's `normalize.less` sets `[hidden] { display: none; }` but bootstrap.min.css set `[hidden] { display: none !important; }` so we also need the `!important` here to be able to override the default hidden behavior on the sphinx rendered scikit-learn.org. See: https://github.com/scikit-learn/scikit-learn/issues/21755 */display: inline-block !important;position: relative;}#sk-container-id-1 div.sk-text-repr-fallback {display: none;}</style><div id=\"sk-container-id-1\" class=\"sk-top-container\"><div class=\"sk-text-repr-fallback\"><pre>TfidfVectorizer()</pre><b>In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook. <br />On GitHub, the HTML representation is unable to render, please try loading this page with nbviewer.org.</b></div><div class=\"sk-container\" hidden><div class=\"sk-item\"><div class=\"sk-estimator sk-toggleable\"><input class=\"sk-toggleable__control sk-hidden--visually\" id=\"sk-estimator-id-1\" type=\"checkbox\" checked><label for=\"sk-estimator-id-1\" class=\"sk-toggleable__label sk-toggleable__label-arrow\">TfidfVectorizer</label><div class=\"sk-toggleable__content\"><pre>TfidfVectorizer()</pre></div></div></div></div></div>"},"metadata":{}}]},{"cell_type":"code","source":"for ticker in stock_price_history_data.keys():\n    for month_year in stock_price_history_data[ticker].keys():\n        if month_year in training_data[ticker]:\n            headline=[i['title'] for i in training_data[ticker][month_year]]\n            texts.append(headline)\n            target=stock_price_history_data[ticker][month_year]['percentage_change']\n            targets.append(target)\n            vector=vectorizer.transform(headline).toarray()\n            vectors.append(vector)","metadata":{"execution":{"iopub.status.busy":"2024-07-31T20:03:16.136780Z","iopub.execute_input":"2024-07-31T20:03:16.137139Z","iopub.status.idle":"2024-07-31T20:03:52.116394Z","shell.execute_reply.started":"2024-07-31T20:03:16.137112Z","shell.execute_reply":"2024-07-31T20:03:52.115598Z"},"trusted":true},"execution_count":11,"outputs":[]},{"cell_type":"code","source":"texts[0]","metadata":{"execution":{"iopub.status.busy":"2024-07-31T20:03:54.928485Z","iopub.execute_input":"2024-07-31T20:03:54.929380Z","iopub.status.idle":"2024-07-31T20:03:54.935500Z","shell.execute_reply.started":"2024-07-31T20:03:54.929346Z","shell.execute_reply":"2024-07-31T20:03:54.934523Z"},"trusted":true},"execution_count":12,"outputs":[{"execution_count":12,"output_type":"execute_result","data":{"text/plain":"['Jazz Pharmaceuticals Receives New PDUFA Goal Date Of March 20 For Solriamfetol In Excessive Daytime Sleepiness Associated With Narcolepsy Or Obstructive Sleep Apnea',\n 'The Daily Biotech Pulse: Tilray Inks Cannabis Drink Pact, Double Delight For Merck, FDA Snub For Spectrum',\n 'The Week Ahead In Biotech: Conferences, PDUFA Dates And Clinical Trials',\n \"Benzinga's Top Upgrades, Downgrades For December 12, 2018\",\n 'Oppenheimer Initiates Coverage On Jazz Pharmaceuticals with Outperform Rating, Announces $180 Price Target',\n 'The Daily Biotech Pulse: Management Change At Merck, Jazz Buyback, Arrowhead Earnings',\n 'Jazz Pharma Adds $400M To Buyback']"},"metadata":{}}]},{"cell_type":"code","source":"from sklearn.model_selection import train_test_split\n\n# Randomly split the dataset into train and test sets for texts, targets, and vectors\ntrain_texts, test_texts, train_targets, test_targets, train_vectors, test_vectors = train_test_split(\n    texts, targets,vectors, test_size=0.1, random_state=42\n)","metadata":{"execution":{"iopub.status.busy":"2024-07-31T20:03:56.351418Z","iopub.execute_input":"2024-07-31T20:03:56.352097Z","iopub.status.idle":"2024-07-31T20:03:56.446013Z","shell.execute_reply.started":"2024-07-31T20:03:56.352065Z","shell.execute_reply":"2024-07-31T20:03:56.445078Z"},"trusted":true},"execution_count":13,"outputs":[]},{"cell_type":"code","source":"test_texts[1004]","metadata":{"execution":{"iopub.status.busy":"2024-07-31T20:03:57.706240Z","iopub.execute_input":"2024-07-31T20:03:57.707168Z","iopub.status.idle":"2024-07-31T20:03:57.713517Z","shell.execute_reply.started":"2024-07-31T20:03:57.707124Z","shell.execute_reply":"2024-07-31T20:03:57.712479Z"},"trusted":true},"execution_count":14,"outputs":[{"execution_count":14,"output_type":"execute_result","data":{"text/plain":"['Renewable Energy Group Option Alert: Jun 21 $17.5 Calls Sweep (21) above Ask!: 3010 @ $0.351 vs 317 OI; Ref=$15.89',\n '80 Biggest Movers From Friday',\n 'Mid-Afternoon Market Update: Wesco Aircraft Jumps Following Upbeat Q2 Results; Renewable Energy Group Shares Slide',\n \"58 Stocks Moving In Friday's Mid-Day Session\",\n 'Renewable Energy shares are trading lower after the company reported worse-than-expected Q1 EPS.',\n 'Mid-Day Market Update: Dow Rises Over 200 Points; Harvard Bioscience Shares Plunge',\n 'Mid-Morning Market Update: Markets Open Higher; DISH Network Earnings Miss Views',\n 'Renewable Energy Group Q1 EPS $(1.11) Misses $(0.71) Estimate, Sales $478.2M Beat $477.34M Estimate']"},"metadata":{}}]},{"cell_type":"code","source":"# Query (vectorized)\nk = 5\nquery_text = [\"Latest stock prices news headlines\"]\nquery_vector = vectorizer.transform(query_text).toarray().astype('float32')","metadata":{"execution":{"iopub.status.busy":"2024-07-31T20:04:02.044383Z","iopub.execute_input":"2024-07-31T20:04:02.044869Z","iopub.status.idle":"2024-07-31T20:04:02.051403Z","shell.execute_reply.started":"2024-07-31T20:04:02.044838Z","shell.execute_reply":"2024-07-31T20:04:02.050487Z"},"trusted":true},"execution_count":15,"outputs":[]},{"cell_type":"code","source":"from tqdm import tqdm\n\ntrain_top_k_texts = []\n\n# Wrap the iteration over texts with tqdm\nfor i, group_vectors in enumerate(tqdm(train_vectors)):\n    dimension = group_vectors.shape[1]\n    index = faiss.IndexFlatL2(dimension)\n    index.add(group_vectors.astype('float32'))\n    D, I = index.search(query_vector, k)\n\n    selected_texts = [train_texts[i][selected_index] for selected_index in I[0]]\n\n    train_top_k_texts.append(selected_texts) ","metadata":{"execution":{"iopub.status.busy":"2024-07-31T20:04:11.623850Z","iopub.execute_input":"2024-07-31T20:04:11.624203Z","iopub.status.idle":"2024-07-31T20:04:34.922401Z","shell.execute_reply.started":"2024-07-31T20:04:11.624176Z","shell.execute_reply":"2024-07-31T20:04:34.921323Z"},"trusted":true},"execution_count":16,"outputs":[{"name":"stderr","text":"100%|██████████| 15173/15173 [00:23<00:00, 651.73it/s]\n","output_type":"stream"}]},{"cell_type":"code","source":"test_top_k_texts = []\n\n# Wrap the iteration over texts with tqdm\nfor i, group_vectors in enumerate(tqdm(test_vectors)):\n    dimension = group_vectors.shape[1]\n    index = faiss.IndexFlatL2(dimension)\n    index.add(group_vectors.astype('float32'))\n    D, I = index.search(query_vector, k)\n\n    selected_texts = [test_texts[i][selected_index] for selected_index in I[0]]\n\n    test_top_k_texts.append(selected_texts) ","metadata":{"execution":{"iopub.status.busy":"2024-07-31T20:04:42.428191Z","iopub.execute_input":"2024-07-31T20:04:42.428844Z","iopub.status.idle":"2024-07-31T20:04:45.064762Z","shell.execute_reply.started":"2024-07-31T20:04:42.428810Z","shell.execute_reply":"2024-07-31T20:04:45.063840Z"},"trusted":true},"execution_count":17,"outputs":[{"name":"stderr","text":"100%|██████████| 1686/1686 [00:02<00:00, 641.78it/s]\n","output_type":"stream"}]},{"cell_type":"code","source":"import torch\nfrom torch import nn\nfrom transformers import BertModel, BertTokenizer","metadata":{"execution":{"iopub.status.busy":"2024-07-31T20:04:48.946985Z","iopub.execute_input":"2024-07-31T20:04:48.947361Z","iopub.status.idle":"2024-07-31T20:04:53.883182Z","shell.execute_reply.started":"2024-07-31T20:04:48.947333Z","shell.execute_reply":"2024-07-31T20:04:53.882378Z"},"trusted":true},"execution_count":18,"outputs":[]},{"cell_type":"code","source":"device = torch.device(\"cuda\" if torch.cuda.is_available() else \"cpu\")\nprint(device)","metadata":{"execution":{"iopub.status.busy":"2024-07-31T20:04:54.049796Z","iopub.execute_input":"2024-07-31T20:04:54.050253Z","iopub.status.idle":"2024-07-31T20:04:54.077115Z","shell.execute_reply.started":"2024-07-31T20:04:54.050226Z","shell.execute_reply":"2024-07-31T20:04:54.076118Z"},"trusted":true},"execution_count":19,"outputs":[{"name":"stdout","text":"cuda\n","output_type":"stream"}]},{"cell_type":"code","source":"class FinBERTRegressor(nn.Module):\n    def __init__(self, finbert_model_name=\"ProsusAI/finbert\", hidden_size=768, output_size=1):\n        super(FinBERTRegressor, self).__init__()\n        self.finbert = BertModel.from_pretrained(finbert_model_name)\n        # Regression layer\n        self.regressor = nn.Linear(hidden_size, output_size)\n\n    def forward(self, input_ids, attention_mask, token_type_ids=None):\n        with torch.no_grad():  # No need to calculate gradients for FinBERT\n            outputs = self.finbert(input_ids=input_ids, attention_mask=attention_mask)\n\n        # We use the [CLS] token's embedding for regression\n        cls_embedding = outputs.last_hidden_state[:, 0, :]\n\n        # Pass through the regression layer\n        return self.regressor(cls_embedding)","metadata":{"execution":{"iopub.status.busy":"2024-07-31T20:04:56.117468Z","iopub.execute_input":"2024-07-31T20:04:56.118325Z","iopub.status.idle":"2024-07-31T20:04:56.124842Z","shell.execute_reply.started":"2024-07-31T20:04:56.118294Z","shell.execute_reply":"2024-07-31T20:04:56.123845Z"},"trusted":true},"execution_count":20,"outputs":[]},{"cell_type":"code","source":"model=FinBERTRegressor()\nmodel.to(device)","metadata":{"execution":{"iopub.status.busy":"2024-07-31T20:04:58.819033Z","iopub.execute_input":"2024-07-31T20:04:58.819684Z","iopub.status.idle":"2024-07-31T20:05:02.234620Z","shell.execute_reply.started":"2024-07-31T20:04:58.819650Z","shell.execute_reply":"2024-07-31T20:05:02.233714Z"},"trusted":true},"execution_count":21,"outputs":[{"output_type":"display_data","data":{"text/plain":"config.json:   0%|          | 0.00/758 [00:00<?, ?B/s]","application/vnd.jupyter.widget-view+json":{"version_major":2,"version_minor":0,"model_id":"06c12bba69cb487a849b8d00d51dbea5"}},"metadata":{}},{"output_type":"display_data","data":{"text/plain":"pytorch_model.bin:   0%|          | 0.00/438M [00:00<?, ?B/s]","application/vnd.jupyter.widget-view+json":{"version_major":2,"version_minor":0,"model_id":"ba21d668943c4d86b5de807dea49c969"}},"metadata":{}},{"name":"stderr","text":"/opt/conda/lib/python3.10/site-packages/torch/_utils.py:831: UserWarning: TypedStorage is deprecated. It will be removed in the future and UntypedStorage will be the only storage class. This should only matter to you if you are using storages directly.  To access UntypedStorage directly, use tensor.untyped_storage() instead of tensor.storage()\n  return self.fget.__get__(instance, owner)()\n","output_type":"stream"},{"execution_count":21,"output_type":"execute_result","data":{"text/plain":"FinBERTRegressor(\n  (finbert): BertModel(\n    (embeddings): BertEmbeddings(\n      (word_embeddings): Embedding(30522, 768, padding_idx=0)\n      (position_embeddings): Embedding(512, 768)\n      (token_type_embeddings): Embedding(2, 768)\n      (LayerNorm): LayerNorm((768,), eps=1e-12, elementwise_affine=True)\n      (dropout): Dropout(p=0.1, inplace=False)\n    )\n    (encoder): BertEncoder(\n      (layer): ModuleList(\n        (0-11): 12 x BertLayer(\n          (attention): BertAttention(\n            (self): BertSdpaSelfAttention(\n              (query): Linear(in_features=768, out_features=768, bias=True)\n              (key): Linear(in_features=768, out_features=768, bias=True)\n              (value): Linear(in_features=768, out_features=768, bias=True)\n              (dropout): Dropout(p=0.1, inplace=False)\n            )\n            (output): BertSelfOutput(\n              (dense): Linear(in_features=768, out_features=768, bias=True)\n              (LayerNorm): LayerNorm((768,), eps=1e-12, elementwise_affine=True)\n              (dropout): Dropout(p=0.1, inplace=False)\n            )\n          )\n          (intermediate): BertIntermediate(\n            (dense): Linear(in_features=768, out_features=3072, bias=True)\n            (intermediate_act_fn): GELUActivation()\n          )\n          (output): BertOutput(\n            (dense): Linear(in_features=3072, out_features=768, bias=True)\n            (LayerNorm): LayerNorm((768,), eps=1e-12, elementwise_affine=True)\n            (dropout): Dropout(p=0.1, inplace=False)\n          )\n        )\n      )\n    )\n    (pooler): BertPooler(\n      (dense): Linear(in_features=768, out_features=768, bias=True)\n      (activation): Tanh()\n    )\n  )\n  (regressor): Linear(in_features=768, out_features=1, bias=True)\n)"},"metadata":{}}]},{"cell_type":"code","source":"tokenizer = BertTokenizer.from_pretrained(\"ProsusAI/finbert\")","metadata":{"execution":{"iopub.status.busy":"2024-07-31T20:05:06.810101Z","iopub.execute_input":"2024-07-31T20:05:06.810983Z","iopub.status.idle":"2024-07-31T20:05:07.694524Z","shell.execute_reply.started":"2024-07-31T20:05:06.810951Z","shell.execute_reply":"2024-07-31T20:05:07.693623Z"},"trusted":true},"execution_count":22,"outputs":[{"output_type":"display_data","data":{"text/plain":"tokenizer_config.json:   0%|          | 0.00/252 [00:00<?, ?B/s]","application/vnd.jupyter.widget-view+json":{"version_major":2,"version_minor":0,"model_id":"4bdcccc4e2134f94b0e201ce987da39b"}},"metadata":{}},{"output_type":"display_data","data":{"text/plain":"vocab.txt:   0%|          | 0.00/232k [00:00<?, ?B/s]","application/vnd.jupyter.widget-view+json":{"version_major":2,"version_minor":0,"model_id":"4b7c7866add6433493ed2a728ef75501"}},"metadata":{}},{"output_type":"display_data","data":{"text/plain":"special_tokens_map.json:   0%|          | 0.00/112 [00:00<?, ?B/s]","application/vnd.jupyter.widget-view+json":{"version_major":2,"version_minor":0,"model_id":"55cc292a17cd49e3a992922c4dba5ae6"}},"metadata":{}}]},{"cell_type":"code","source":"len(train_top_k_texts)","metadata":{"execution":{"iopub.status.busy":"2024-07-31T20:05:09.385071Z","iopub.execute_input":"2024-07-31T20:05:09.385804Z","iopub.status.idle":"2024-07-31T20:05:09.391550Z","shell.execute_reply.started":"2024-07-31T20:05:09.385772Z","shell.execute_reply":"2024-07-31T20:05:09.390675Z"},"trusted":true},"execution_count":23,"outputs":[{"execution_count":23,"output_type":"execute_result","data":{"text/plain":"15173"},"metadata":{}}]},{"cell_type":"code","source":"train_top_k_texts[0]","metadata":{"execution":{"iopub.status.busy":"2024-07-31T20:05:13.838518Z","iopub.execute_input":"2024-07-31T20:05:13.839151Z","iopub.status.idle":"2024-07-31T20:05:13.845370Z","shell.execute_reply.started":"2024-07-31T20:05:13.839120Z","shell.execute_reply":"2024-07-31T20:05:13.844072Z"},"trusted":true},"execution_count":24,"outputs":[{"execution_count":24,"output_type":"execute_result","data":{"text/plain":"['62 Biggest Movers From Friday',\n 'Comfort Systems Analyst Upgrades HVAC Company After Sell-Off',\n \"Benzinga's Top Upgrades, Downgrades For July 29, 2019\",\n 'DA Davidson Upgrades Comfort Systems USA to Buy',\n \"45 Stocks Moving In Friday's Mid-Day Session\"]"},"metadata":{}}]},{"cell_type":"code","source":"from torch.utils.data import DataLoader, TensorDataset\nimport torch.optim as optim\nfrom tqdm import tqdm  # Import tqdm\n\n# Assuming 'texts' is your list of texts to be tokenized\ntrain_input_ids = []\ntrain_attention_masks = []\n","metadata":{"execution":{"iopub.status.busy":"2024-07-31T20:05:16.108258Z","iopub.execute_input":"2024-07-31T20:05:16.108893Z","iopub.status.idle":"2024-07-31T20:05:16.113801Z","shell.execute_reply.started":"2024-07-31T20:05:16.108859Z","shell.execute_reply":"2024-07-31T20:05:16.112703Z"},"trusted":true},"execution_count":25,"outputs":[]},{"cell_type":"code","source":"for group_text in tqdm(train_top_k_texts, desc=\"Tokenizing\"):\n    text = \". \".join(group_text) + \".\"\n    encoded_dict = tokenizer.encode_plus(\n                        text,\n                        add_special_tokens=True,\n                        max_length=64,\n                        pad_to_max_length=True,\n                        return_attention_mask=True,\n                        return_tensors='pt',\n                   )\n\n    train_input_ids.append(encoded_dict['input_ids'])\n    train_attention_masks.append(encoded_dict['attention_mask'])","metadata":{"execution":{"iopub.status.busy":"2024-07-31T20:05:17.251552Z","iopub.execute_input":"2024-07-31T20:05:17.251940Z","iopub.status.idle":"2024-07-31T20:06:09.216000Z","shell.execute_reply.started":"2024-07-31T20:05:17.251911Z","shell.execute_reply":"2024-07-31T20:06:09.215074Z"},"trusted":true},"execution_count":26,"outputs":[{"name":"stderr","text":"Tokenizing:   0%|          | 0/15173 [00:00<?, ?it/s]Truncation was not explicitly activated but `max_length` is provided a specific value, please use `truncation=True` to explicitly truncate examples to max length. Defaulting to 'longest_first' truncation strategy. If you encode pairs of sequences (GLUE-style) with the tokenizer you can select this strategy more precisely by providing a specific strategy to `truncation`.\n/opt/conda/lib/python3.10/site-packages/transformers/tokenization_utils_base.py:2760: FutureWarning: The `pad_to_max_length` argument is deprecated and will be removed in a future version, use `padding=True` or `padding='longest'` to pad to the longest sequence in the batch, or use `padding='max_length'` to pad to a max length. In this case, you can give a specific length with `max_length` (e.g. `max_length=45`) or leave max_length to None to pad to the maximal input size of the model (e.g. 512 for Bert).\n  warnings.warn(\nTokenizing: 100%|██████████| 15173/15173 [00:51<00:00, 292.04it/s]\n","output_type":"stream"}]},{"cell_type":"code","source":"len(train_input_ids)","metadata":{"execution":{"iopub.status.busy":"2024-07-31T20:06:39.542210Z","iopub.execute_input":"2024-07-31T20:06:39.542571Z","iopub.status.idle":"2024-07-31T20:06:39.548581Z","shell.execute_reply.started":"2024-07-31T20:06:39.542542Z","shell.execute_reply":"2024-07-31T20:06:39.547671Z"},"trusted":true},"execution_count":27,"outputs":[{"execution_count":27,"output_type":"execute_result","data":{"text/plain":"15173"},"metadata":{}}]},{"cell_type":"code","source":"train_input_ids[0]","metadata":{"execution":{"iopub.status.busy":"2024-07-31T20:06:40.800697Z","iopub.execute_input":"2024-07-31T20:06:40.801035Z","iopub.status.idle":"2024-07-31T20:06:40.810447Z","shell.execute_reply.started":"2024-07-31T20:06:40.801011Z","shell.execute_reply":"2024-07-31T20:06:40.809380Z"},"trusted":true},"execution_count":28,"outputs":[{"execution_count":28,"output_type":"execute_result","data":{"text/plain":"tensor([[  101,  5786,  5221,  2693,  2869,  2013,  5958,  1012,  7216,  3001,\n         12941, 18739,  1044, 24887,  2194,  2044,  5271,  1011,  2125,  1012,\n         17770, 28234,  1005,  1055,  2327, 18739,  1010,  2091, 24170,  2015,\n          2005,  2251,  2756,  1010, 10476,  1012,  4830, 12017, 18739,  7216,\n          3001,  3915,  2000,  4965,  1012,  3429, 15768,  3048,  1999,  5958,\n          1005,  1055,  3054,  1011,  2154,  5219,  1012,   102,     0,     0,\n             0,     0,     0,     0]])"},"metadata":{}}]},{"cell_type":"code","source":"train_input_ids[3].size()","metadata":{"execution":{"iopub.status.busy":"2024-07-31T20:06:52.222862Z","iopub.execute_input":"2024-07-31T20:06:52.223229Z","iopub.status.idle":"2024-07-31T20:06:52.229378Z","shell.execute_reply.started":"2024-07-31T20:06:52.223200Z","shell.execute_reply":"2024-07-31T20:06:52.228504Z"},"trusted":true},"execution_count":29,"outputs":[{"execution_count":29,"output_type":"execute_result","data":{"text/plain":"torch.Size([1, 64])"},"metadata":{}}]},{"cell_type":"code","source":"len(train_targets)","metadata":{"execution":{"iopub.status.busy":"2024-07-31T20:06:53.668415Z","iopub.execute_input":"2024-07-31T20:06:53.669099Z","iopub.status.idle":"2024-07-31T20:06:53.674825Z","shell.execute_reply.started":"2024-07-31T20:06:53.669068Z","shell.execute_reply":"2024-07-31T20:06:53.673923Z"},"trusted":true},"execution_count":30,"outputs":[{"execution_count":30,"output_type":"execute_result","data":{"text/plain":"15173"},"metadata":{}}]},{"cell_type":"code","source":"train_input_ids=torch.cat(train_input_ids,dim=0)\ntrain_attention_masks=torch.cat(train_attention_masks,dim=0)","metadata":{"execution":{"iopub.status.busy":"2024-07-31T20:06:55.047927Z","iopub.execute_input":"2024-07-31T20:06:55.048291Z","iopub.status.idle":"2024-07-31T20:06:55.110967Z","shell.execute_reply.started":"2024-07-31T20:06:55.048264Z","shell.execute_reply":"2024-07-31T20:06:55.110181Z"},"trusted":true},"execution_count":31,"outputs":[]},{"cell_type":"code","source":"train_input_ids.size()","metadata":{"execution":{"iopub.status.busy":"2024-07-31T20:06:56.971580Z","iopub.execute_input":"2024-07-31T20:06:56.972308Z","iopub.status.idle":"2024-07-31T20:06:56.977810Z","shell.execute_reply.started":"2024-07-31T20:06:56.972276Z","shell.execute_reply":"2024-07-31T20:06:56.976830Z"},"trusted":true},"execution_count":32,"outputs":[{"execution_count":32,"output_type":"execute_result","data":{"text/plain":"torch.Size([15173, 64])"},"metadata":{}}]},{"cell_type":"code","source":"train_targets=torch.tensor(train_targets)","metadata":{"execution":{"iopub.status.busy":"2024-07-31T20:06:57.969305Z","iopub.execute_input":"2024-07-31T20:06:57.969692Z","iopub.status.idle":"2024-07-31T20:06:57.980090Z","shell.execute_reply.started":"2024-07-31T20:06:57.969650Z","shell.execute_reply":"2024-07-31T20:06:57.979057Z"},"trusted":true},"execution_count":33,"outputs":[]},{"cell_type":"code","source":"train_targets.size()","metadata":{"execution":{"iopub.status.busy":"2024-07-31T20:06:59.244030Z","iopub.execute_input":"2024-07-31T20:06:59.244941Z","iopub.status.idle":"2024-07-31T20:06:59.250307Z","shell.execute_reply.started":"2024-07-31T20:06:59.244910Z","shell.execute_reply":"2024-07-31T20:06:59.249359Z"},"trusted":true},"execution_count":34,"outputs":[{"execution_count":34,"output_type":"execute_result","data":{"text/plain":"torch.Size([15173])"},"metadata":{}}]},{"cell_type":"code","source":"#Create Tensor Dataset\ndataset=TensorDataset(train_input_ids,train_attention_masks,train_targets)","metadata":{"execution":{"iopub.status.busy":"2024-07-31T20:07:00.923702Z","iopub.execute_input":"2024-07-31T20:07:00.924342Z","iopub.status.idle":"2024-07-31T20:07:00.928802Z","shell.execute_reply.started":"2024-07-31T20:07:00.924313Z","shell.execute_reply":"2024-07-31T20:07:00.927687Z"},"trusted":true},"execution_count":35,"outputs":[]},{"cell_type":"code","source":"#Dataloader\nbatch_size = 16\ndataloader = DataLoader(dataset, batch_size=batch_size, shuffle=True)","metadata":{"execution":{"iopub.status.busy":"2024-07-31T20:07:02.634058Z","iopub.execute_input":"2024-07-31T20:07:02.634779Z","iopub.status.idle":"2024-07-31T20:07:02.639118Z","shell.execute_reply.started":"2024-07-31T20:07:02.634746Z","shell.execute_reply":"2024-07-31T20:07:02.638147Z"},"trusted":true},"execution_count":36,"outputs":[]},{"cell_type":"code","source":"#loss function\nloss_fn = nn.MSELoss()","metadata":{"execution":{"iopub.status.busy":"2024-07-31T20:07:05.958089Z","iopub.execute_input":"2024-07-31T20:07:05.958457Z","iopub.status.idle":"2024-07-31T20:07:05.963113Z","shell.execute_reply.started":"2024-07-31T20:07:05.958427Z","shell.execute_reply":"2024-07-31T20:07:05.961875Z"},"trusted":true},"execution_count":37,"outputs":[]},{"cell_type":"code","source":"#optimizer\noptimizer = optim.Adam(model.parameters(), lr=1e-5)","metadata":{"execution":{"iopub.status.busy":"2024-07-31T20:07:07.437238Z","iopub.execute_input":"2024-07-31T20:07:07.438075Z","iopub.status.idle":"2024-07-31T20:07:08.038196Z","shell.execute_reply.started":"2024-07-31T20:07:07.438043Z","shell.execute_reply":"2024-07-31T20:07:08.037409Z"},"trusted":true},"execution_count":38,"outputs":[]},{"cell_type":"markdown","source":"**Pre-Process the test split in the same way**","metadata":{}},{"cell_type":"code","source":"# Tokenize the test data\ntest_input_ids = []\ntest_attention_masks = []\n\nfor group_text in tqdm(test_top_k_texts, desc=\"Tokenizing Test Data\"):\n    text = \". \".join(group_text) + \".\"\n    encoded_dict = tokenizer.encode_plus(\n                        text,\n                        add_special_tokens=True,\n                        max_length=64,\n                        pad_to_max_length=True,\n                        return_attention_mask=True,\n                        return_tensors='pt',\n                   )\n\n    test_input_ids.append(encoded_dict['input_ids'])\n    test_attention_masks.append(encoded_dict['attention_mask'])\n\ntest_input_ids = torch.cat(test_input_ids, dim=0)\ntest_attention_masks = torch.cat(test_attention_masks, dim=0)\ntest_targets = torch.tensor(test_targets)\n\n# Create TensorDataset for test data\ntest_dataset = TensorDataset(test_input_ids, test_attention_masks, test_targets)\n\n# Create DataLoader for test data\ntest_dataloader = DataLoader(test_dataset, batch_size=batch_size, shuffle=False)","metadata":{"execution":{"iopub.status.busy":"2024-07-31T20:07:10.411510Z","iopub.execute_input":"2024-07-31T20:07:10.412501Z","iopub.status.idle":"2024-07-31T20:07:16.180454Z","shell.execute_reply.started":"2024-07-31T20:07:10.412466Z","shell.execute_reply":"2024-07-31T20:07:16.179549Z"},"trusted":true},"execution_count":39,"outputs":[{"name":"stderr","text":"Tokenizing Test Data:   0%|          | 0/1686 [00:00<?, ?it/s]/opt/conda/lib/python3.10/site-packages/transformers/tokenization_utils_base.py:2760: FutureWarning: The `pad_to_max_length` argument is deprecated and will be removed in a future version, use `padding=True` or `padding='longest'` to pad to the longest sequence in the batch, or use `padding='max_length'` to pad to a max length. In this case, you can give a specific length with `max_length` (e.g. `max_length=45`) or leave max_length to None to pad to the maximal input size of the model (e.g. 512 for Bert).\n  warnings.warn(\nTokenizing Test Data: 100%|██████████| 1686/1686 [00:05<00:00, 293.15it/s]\n","output_type":"stream"}]},{"cell_type":"markdown","source":"**Training Phase**","metadata":{}},{"cell_type":"code","source":"avg_train_loss_history = []\navg_test_loss_history = []\nbest_test_loss = float('inf')\nbest_epoch = 0\nstart_epoch=1\nend_epoch=51","metadata":{"execution":{"iopub.status.busy":"2024-07-31T20:07:22.076940Z","iopub.execute_input":"2024-07-31T20:07:22.077782Z","iopub.status.idle":"2024-07-31T20:07:22.082000Z","shell.execute_reply.started":"2024-07-31T20:07:22.077748Z","shell.execute_reply":"2024-07-31T20:07:22.081088Z"},"trusted":true},"execution_count":40,"outputs":[]},{"cell_type":"code","source":"model_dir = 'model'\nif not os.path.exists(model_dir):\n    os.makedirs(model_dir)","metadata":{"execution":{"iopub.status.busy":"2024-07-31T20:07:23.278761Z","iopub.execute_input":"2024-07-31T20:07:23.279119Z","iopub.status.idle":"2024-07-31T20:07:23.284605Z","shell.execute_reply.started":"2024-07-31T20:07:23.279092Z","shell.execute_reply":"2024-07-31T20:07:23.283710Z"},"trusted":true},"execution_count":41,"outputs":[]},{"cell_type":"code","source":"for epoch in range(start_epoch, end_epoch):\n    # Training Phase\n    model.train()\n    total_train_loss = 0\n\n    progress_bar = tqdm(dataloader, desc=f'Epoch {epoch}/{end_epoch - 1}')\n    for batch in progress_bar:\n        b_input_ids, b_input_mask, b_labels = [b.to(device) for b in batch]\n        optimizer.zero_grad()\n        outputs = model(b_input_ids, b_input_mask)\n        loss = loss_fn(outputs.squeeze(), b_labels.float())\n        total_train_loss += loss.item()\n        loss.backward()\n        optimizer.step()\n        progress_bar.set_description(f\"Epoch {epoch}/{end_epoch - 1} - Train Loss: {loss.item():.2f}\")\n\n    avg_train_loss = total_train_loss / len(dataloader)\n    avg_train_loss_history.append(avg_train_loss)\n    print(f'Epoch {epoch}/{end_epoch - 1} - Avg Train Loss: {avg_train_loss:.2f}')\n    \n    # Evaluation Phase\n    model.eval()\n    total_test_loss = 0\n    with torch.no_grad():\n        for batch in test_dataloader:\n            b_input_ids, b_input_mask, b_labels = [b.to(device) for b in batch]\n            outputs = model(b_input_ids, b_input_mask)\n            loss = loss_fn(outputs.squeeze(), b_labels.float())\n            total_test_loss += loss.item()\n\n    avg_test_loss = total_test_loss / len(test_dataloader)\n    avg_test_loss_history.append(avg_test_loss)\n    print(f'Epoch {epoch}/{end_epoch - 1} - Avg Test Loss: {avg_test_loss:.2f}')\n\n    # Keep track of the best epoch\n    if avg_test_loss < best_test_loss:\n        best_test_loss = avg_test_loss\n        best_epoch = epoch\n\n    # Save the model weights\n    model_save_path = os.path.join(model_dir, f'model_epoch_{epoch}.pth')\n    torch.save(model.regressor.state_dict(), model_save_path)\n    print(f'Model saved for epoch {epoch} at {model_save_path}')","metadata":{"execution":{"iopub.status.busy":"2024-07-31T20:07:24.982857Z","iopub.execute_input":"2024-07-31T20:07:24.983703Z"},"trusted":true},"execution_count":null,"outputs":[{"name":"stderr","text":"Epoch 1/50 - Train Loss: 0.10: 100%|██████████| 949/949 [00:32<00:00, 29.29it/s] \n","output_type":"stream"},{"name":"stdout","text":"Epoch 1/50 - Avg Train Loss: 0.25\nEpoch 1/50 - Avg Test Loss: 0.13\nModel saved for epoch 1 at model/model_epoch_1.pth\n","output_type":"stream"},{"name":"stderr","text":"Epoch 2/50 - Train Loss: 0.07: 100%|██████████| 949/949 [00:31<00:00, 29.69it/s] \n","output_type":"stream"},{"name":"stdout","text":"Epoch 2/50 - Avg Train Loss: 0.24\nEpoch 2/50 - Avg Test Loss: 0.12\nModel saved for epoch 2 at model/model_epoch_2.pth\n","output_type":"stream"},{"name":"stderr","text":"Epoch 3/50 - Train Loss: 0.03: 100%|██████████| 949/949 [00:31<00:00, 29.82it/s] \n","output_type":"stream"},{"name":"stdout","text":"Epoch 3/50 - Avg Train Loss: 0.23\nEpoch 3/50 - Avg Test Loss: 0.12\nModel saved for epoch 3 at model/model_epoch_3.pth\n","output_type":"stream"},{"name":"stderr","text":"Epoch 4/50 - Train Loss: 0.03: 100%|██████████| 949/949 [00:31<00:00, 29.75it/s] \n","output_type":"stream"},{"name":"stdout","text":"Epoch 4/50 - Avg Train Loss: 0.23\nEpoch 4/50 - Avg Test Loss: 0.12\nModel saved for epoch 4 at model/model_epoch_4.pth\n","output_type":"stream"},{"name":"stderr","text":"Epoch 5/50 - Train Loss: 0.37: 100%|██████████| 949/949 [00:31<00:00, 29.79it/s] \n","output_type":"stream"},{"name":"stdout","text":"Epoch 5/50 - Avg Train Loss: 0.23\nEpoch 5/50 - Avg Test Loss: 0.12\nModel saved for epoch 5 at model/model_epoch_5.pth\n","output_type":"stream"},{"name":"stderr","text":"Epoch 6/50 - Train Loss: 0.04: 100%|██████████| 949/949 [00:31<00:00, 29.72it/s] \n","output_type":"stream"},{"name":"stdout","text":"Epoch 6/50 - Avg Train Loss: 0.23\nEpoch 6/50 - Avg Test Loss: 0.12\nModel saved for epoch 6 at model/model_epoch_6.pth\n","output_type":"stream"},{"name":"stderr","text":"Epoch 7/50 - Train Loss: 0.04: 100%|██████████| 949/949 [00:31<00:00, 29.70it/s] \n","output_type":"stream"},{"name":"stdout","text":"Epoch 7/50 - Avg Train Loss: 0.23\nEpoch 7/50 - Avg Test Loss: 0.12\nModel saved for epoch 7 at model/model_epoch_7.pth\n","output_type":"stream"},{"name":"stderr","text":"Epoch 8/50 - Train Loss: 0.02: 100%|██████████| 949/949 [00:31<00:00, 29.71it/s] \n","output_type":"stream"},{"name":"stdout","text":"Epoch 8/50 - Avg Train Loss: 0.23\nEpoch 8/50 - Avg Test Loss: 0.12\nModel saved for epoch 8 at model/model_epoch_8.pth\n","output_type":"stream"},{"name":"stderr","text":"Epoch 9/50 - Train Loss: 0.06: 100%|██████████| 949/949 [00:31<00:00, 29.74it/s] \n","output_type":"stream"},{"name":"stdout","text":"Epoch 9/50 - Avg Train Loss: 0.23\nEpoch 9/50 - Avg Test Loss: 0.12\nModel saved for epoch 9 at model/model_epoch_9.pth\n","output_type":"stream"},{"name":"stderr","text":"Epoch 10/50 - Train Loss: 0.04: 100%|██████████| 949/949 [00:31<00:00, 29.78it/s] \n","output_type":"stream"},{"name":"stdout","text":"Epoch 10/50 - Avg Train Loss: 0.23\nEpoch 10/50 - Avg Test Loss: 0.12\nModel saved for epoch 10 at model/model_epoch_10.pth\n","output_type":"stream"},{"name":"stderr","text":"Epoch 11/50 - Train Loss: 0.01: 100%|██████████| 949/949 [00:31<00:00, 29.77it/s] \n","output_type":"stream"},{"name":"stdout","text":"Epoch 11/50 - Avg Train Loss: 0.22\nEpoch 11/50 - Avg Test Loss: 0.12\nModel saved for epoch 11 at model/model_epoch_11.pth\n","output_type":"stream"},{"name":"stderr","text":"Epoch 12/50 - Train Loss: 0.13: 100%|██████████| 949/949 [00:31<00:00, 29.81it/s] \n","output_type":"stream"},{"name":"stdout","text":"Epoch 12/50 - Avg Train Loss: 0.22\nEpoch 12/50 - Avg Test Loss: 0.12\nModel saved for epoch 12 at model/model_epoch_12.pth\n","output_type":"stream"},{"name":"stderr","text":"Epoch 13/50 - Train Loss: 0.03:  89%|████████▉ | 845/949 [00:28<00:03, 29.70it/s] ","output_type":"stream"}]},{"cell_type":"code","source":"print(f'Best epoch: {best_epoch} with Test Loss: {best_test_loss:.5f}')","metadata":{"execution":{"iopub.status.busy":"2024-07-31T20:39:27.652013Z","iopub.execute_input":"2024-07-31T20:39:27.652389Z","iopub.status.idle":"2024-07-31T20:39:27.657418Z","shell.execute_reply.started":"2024-07-31T20:39:27.652358Z","shell.execute_reply":"2024-07-31T20:39:27.656384Z"},"trusted":true},"execution_count":45,"outputs":[{"name":"stdout","text":"Best epoch: 49 with Test Loss: 0.10980\n","output_type":"stream"}]},{"cell_type":"code","source":"import matplotlib.pyplot as plt\n\n# Creating the plot\nplt.figure(figsize=(10, 6))  # Optional: You can adjust the figure size\nplt.plot(avg_train_loss_history, linestyle='-', color='b')  # Line plot without markers\n\n# Adding title and labels\nplt.title('Loss Over Time (Train Avg Loss)')\nplt.xlabel('Epochs')\nplt.ylabel('Loss')\n\n# Optionally, add a grid for easier reading\nplt.grid(True)\n\n# Show the plot\nplt.show()","metadata":{"execution":{"iopub.status.busy":"2024-07-31T20:39:39.513504Z","iopub.execute_input":"2024-07-31T20:39:39.514162Z","iopub.status.idle":"2024-07-31T20:39:39.824480Z","shell.execute_reply.started":"2024-07-31T20:39:39.514129Z","shell.execute_reply":"2024-07-31T20:39:39.823610Z"},"trusted":true},"execution_count":46,"outputs":[{"output_type":"display_data","data":{"text/plain":"<Figure size 1000x600 with 1 Axes>","image/png":"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"},"metadata":{}}]},{"cell_type":"code","source":"# Creating the plot\nplt.figure(figsize=(10, 6))  # Optional: You can adjust the figure size\nplt.plot(avg_test_loss_history, linestyle='-', color='b')  # Line plot without markers\n\n# Adding title and labels\nplt.title('Loss Over Time (Test Avg Loss)')\nplt.xlabel('Epochs')\nplt.ylabel('Loss')\n\n# Optionally, add a grid for easier reading\nplt.grid(True)\n\n# Show the plot\nplt.show()","metadata":{"execution":{"iopub.status.busy":"2024-07-31T20:40:00.461536Z","iopub.execute_input":"2024-07-31T20:40:00.462174Z","iopub.status.idle":"2024-07-31T20:40:00.738421Z","shell.execute_reply.started":"2024-07-31T20:40:00.462142Z","shell.execute_reply":"2024-07-31T20:40:00.737566Z"},"trusted":true},"execution_count":47,"outputs":[{"output_type":"display_data","data":{"text/plain":"<Figure size 1000x600 with 1 Axes>","image/png":"iVBORw0KGgoAAAANSUhEUgAAA2gAAAIjCAYAAAB2/jgmAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjcuNSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/xnp5ZAAAACXBIWXMAAA9hAAAPYQGoP6dpAAB8dElEQVR4nO3de3yP9f/H8ednZ2MOc9hMmFM5H3Jc5GxIIipKv1CRsop19C3nvhFLvpXo5NBBpCIhzLky51YRokhhQ2KO22zX7493+7C2MTtdn22P++32ue36XNe163p95m159n5f77fDsixLAAAAAADbudldAAAAAADAIKABAAAAgIsgoAEAAACAiyCgAQAAAICLIKABAAAAgIsgoAEAAACAiyCgAQAAAICLIKABAAAAgIsgoAEAAACAiyCgAQAKjTFjxsjhcNhdRhpbtmyRl5eXfv/9d7tLQTb99ddfKlq0qJYtW2Z3KQDyKQIaAOSR2bNny+FwaNu2bXaXkinfffed7rzzTgUEBMjb21vBwcF65JFHdOjQIbtLSyU4OFgOh+Oar9mzZ9tdaoZeeOEF3XvvvapcubKznVzrFRwcnCP33rhxo8aMGaNTp05d9/fec889cjgceu6553KklqwYMGCAihUrZtv9/6106dJ6+OGHNXLkSLtLAZBPOSzLsuwuAgAKg9mzZ2vgwIHaunWrmjRpYnc5V/XGG2/oySefVNWqVTVgwACVL19eu3fv1nvvvSdJWrZsmW655RabqzQWLVqks2fPOt8vW7ZMn3zyiV577TWVKVPGuf+WW25RpUqVdOnSJfn4+NhRarqio6PVqFEjbdy4USEhIfrtt9+0cePGVOc8/PDDatasmQYPHuzcV6xYMfXs2TPb94+IiNAzzzyjAwcOXFfoi4uLU0BAgAIDA5WUlKTff//dlt7JAQMG6LPPPkvVBuy2e/du1a5dW6tXr1b79u3tLgdAPuNhdwEAANfy3XffadiwYWrVqpWWL18uX19f57FHH31ULVu21F133aVdu3apVKlSeVbXuXPnVLRo0TT7/x1SYmJi9Mknn6hnz57pBg4PD9f6T9+sWbNUqVIltWjRQpJUtWpVVa1aNdU5Q4YMUdWqVXX//ffbUWK6Pv/8cyUlJWnmzJlq3769NmzYoDZt2thdlkuoVauW6tatq9mzZxPQAFw3hjgCgIv5/vvv1bVrVxUvXlzFihVThw4dtGnTplTnJCYmauzYsapRo4Z8fHxUunRptWrVSpGRkc5zYmJiNHDgQN1www3y9vZW+fLl1aNHDx08ePCq9x8/frwcDofmzJmTKpxJUrVq1TRp0iQdPXpUb7/9tiTTA+NwONJ9fmrEiBHy8vLS33//7dy3efNmdenSRSVKlJCvr6/atGmj7777LtX3pTwr9vPPP+u+++5TqVKl1KpVq0z9/K4mvWfQHA6HwsLCtGDBAtWuXVtFihRRSEiIfvrpJ0nS22+/rerVq8vHx0dt27ZN9+eXmc+UkUWLFql9+/bX3ft0+PBhPfjgg84hqHXq1NHMmTPTnPfGG2+oTp068vX1ValSpdSkSRPNnTvX+fN45plnJElVqlRxDp+8VhuRpI8//lidOnVSu3btVKtWLX388cfOY9u2bXO2oX9bsWKFHA6HlixZ4ty3bt06NWnSRD4+PqpWrZrefvvtHH9ecMGCBWrcuLGKFCmiMmXK6P7779fhw4dTnZOZvzPbtm1T586dVaZMGRUpUkRVqlTRgw8+mOZ+nTp10ldffSUGKgG4XgQ0AHAhu3bt0q233qoffvhBzz77rEaOHKkDBw6obdu22rx5s/O8MWPGaOzYsWrXrp3efPNNvfDCC6pUqZJ27NjhPKd3795auHChBg4cqLfeektPPPGEzpw5c9VnyM6fP6/Vq1fr1ltvVZUqVdI9p0+fPvL29nb+AzvlOaRPP/00zbmffvqpQkNDnT1ta9asUevWrRUXF6fRo0fr5Zdf1qlTp9S+fXtt2bIlzffffffdOn/+vF5++WUNGjQocz/ELPjmm2/01FNPqX///hozZox2796t22+/XdOmTdPrr7+uxx57TM8884yioqLS/GP8ej/TlQ4fPqxDhw7p5ptvvq56Y2Nj1aJFC61atUphYWH63//+p+rVq+uhhx7S1KlTnee9++67euKJJ1S7dm1NnTpVY8eOVcOGDZ1tqVevXrr33nslSa+99po+/PBDffjhhypbtuxV73/kyBGtXbvW+b333nuvPvvsMyUkJEiSmjRpoqpVq6bbJubPn69SpUqpc+fOksz/kOjSpYv++usvjR07Vg899JDGjRunRYsWXdfP5Gpmz56te+65R+7u7powYYIGDRqkL774Qq1atUr17N21/s4cO3ZMoaGhOnjwoJ5//nm98cYb6tevX5r/gSJJjRs31qlTp7Rr164c+xwACgkLAJAnZs2aZUmytm7dmuE5PXv2tLy8vKxff/3Vue/IkSOWn5+f1bp1a+e+Bg0aWN26dcvwOn///bclyZo8efJ11RgdHW1Jsp588smrnle/fn3L39/f+T4kJMRq3LhxqnO2bNliSbI++OADy7IsKzk52apRo4bVuXNnKzk52Xne+fPnrSpVqlidOnVy7hs9erQlybr33nuvq37LsqzJkydbkqwDBw6kOZZy3StJsry9vVOd//bbb1uSrMDAQCsuLs65f8SIEamufT2fKT2rVq2yJFlfffXVVc8rWrSo1b9/f+f7hx56yCpfvrx14sSJVOf17dvXKlGihHX+/HnLsiyrR48eVp06da567av9vDISERFhFSlSxPmz+eWXXyxJ1sKFC53njBgxwvL09LROnjzp3BcfH2+VLFnSevDBB537unfvbvn6+lqHDx927tu3b5/l4eGR5s8qPf3797eKFi2a4fGEhASrXLlyVt26da0LFy449y9ZssSSZI0aNcqyrMz9nVm4cOE1/w6n2LhxoyXJmj9//jXPBYAr0YMGAC4iKSlJK1euVM+ePVM9g1S+fHndd999+vbbbxUXFydJKlmypHbt2qV9+/ale60iRYrIy8tL69atSzW88FrOnDkjSfLz87vqeX5+fs5aJNOrtn37dv3666/OffPnz5e3t7d69OghyUyGsW/fPt13333666+/dOLECZ04cULnzp1Thw4dtGHDBiUnJ6e6z5AhQzJde3Z06NAh1fNqzZs3l2R6VK78WaTs/+233yRl7TNd6a+//pKk63qWz7Isff755+revbssy3Le88SJE+rcubNOnz7t7EktWbKk/vzzT23dujXT18+Mjz/+WN26dXP+bGrUqKHGjRunGubYp08fJSYm6osvvnDuW7lypU6dOqU+ffpIMm1+1apV6tmzp4KCgpznVa9eXV27ds2RWrdt26Zjx47pscceSzU5TLdu3VSzZk0tXbpUUub+zpQsWVKStGTJEiUmJl71vil/pidOnMiBTwGgMCGgAYCLOH78uM6fP6+bbropzbFatWopOTlZf/zxhyRp3LhxOnXqlG688UbVq1dPzzzzjH788Ufn+d7e3nrllVf09ddfKyAgQK1bt9akSZMUExNz1RpS/sGdEtQycubMmVTB5e6775abm5vmz58vyYSIBQsWOJ+lk+QMk/3791fZsmVTvd577z3Fx8fr9OnTqe6T0TDLnFapUqVU70uUKCFJqlixYrr7U/4Bn5XPlB7rOp5TOn78uE6dOqV33nknzT0HDhwoyQzFk6TnnntOxYoVU7NmzVSjRg0NHTo008/GZWT37t36/vvv1bJlS+3fv9/5atu2rZYsWeIM7g0aNFDNmjWdbUIyob1MmTLOiTOOHTumCxcuqHr16mnuk96+rEh5NjK9v1c1a9Z0Hs/M35k2bdqod+/eGjt2rMqUKaMePXpo1qxZio+PT3PtlD9TV1x3D4BrI6ABQD7UunVr/frrr5o5c6bq1q2r9957TzfffLNzGnxJGjZsmH755RdNmDBBPj4+GjlypGrVqqXvv/8+w+tWr15dHh4eqcLev8XHx2vv3r2qXbu2c19QUJBuvfVW5zNHmzZt0qFDh5w9JZKcPUmTJ09WZGRkuq9/r2dVpEiR6/vBZJG7u/t17U/5x3dWPtOVSpcuLUnX1cuZcs/7778/w3u2bNlSkgn2e/fu1bx589SqVSt9/vnnatWqlUaPHp3p+/3bRx99JEkaPny4atSo4Xy9+uqrunjxoj7//HPnuX369NHatWt14sQJxcfHa/Hixerdu7fLzaSZ4lp/ZxwOhz777DNFRUUpLCzMOVFL48aN00zzn/JneuVSDwCQGa75GxIACqGyZcvK19dXe/fuTXNsz549cnNzS9Wj4+/vr4EDB2rgwIE6e/asWrdurTFjxujhhx92nlOtWjU99dRTeuqpp7Rv3z41bNhQr776qvMf2f9WtGhRtWvXTmvWrNHvv/+uypUrpznn008/VXx8vG6//fZU+/v06aPHHntMe/fu1fz58+Xr66vu3bunqkWSihcvro4dO17fD8dFZfcz1axZU5J04MCBTH9P2bJl5efnp6SkpEzds2jRourTp4/69OmjhIQE9erVS//97381YsQI+fj4XFcPj2VZmjt3rtq1a6fHHnsszfHx48fr448/dvbk9enTR2PHjtXnn3+ugIAAxcXFqW/fvs7zy5UrJx8fH+3fvz/NtdLblxUpbXjv3r1pprzfu3dvmjaemb8zLVq0UIsWLfTf//5Xc+fOVb9+/TRv3rxUf/dS/kxr1aqVI58DQOFBDxoAuAh3d3eFhobqyy+/TDWtd2xsrObOnatWrVo5hwumPLuUolixYqpevbpzqNX58+d18eLFVOdUq1ZNfn5+6Q7HutKLL74oy7I0YMAAXbhwIdWxAwcO6Nlnn1X58uX1yCOPpDrWu3dvubu765NPPtGCBQt0++23p1q3rHHjxqpWrZoiIiLSXVT4+PHjV63LFWX3M1WoUEEVK1bUtm3bMn1Pd3d39e7dW59//rl27tx51Xv+u514eXmpdu3asizL+QxVyp/RlbMZZuS7777TwYMHNXDgQN11111pXik9ZkeOHJFkwkm9evU0f/58zZ8/X+XLl1fr1q1TfZaOHTtq0aJFzu+RTDj7+uuvM/0zuZomTZqoXLlymjFjRqq2//XXX2v37t3q1q2bpMz9nfn777/TDEdt2LChJKX5e7V9+3aVKFFCderUyZHPAaDwoAcNAPLYzJkztXz58jT7n3zySb300kuKjIxUq1at9Nhjj8nDw0Nvv/224uPjNWnSJOe5tWvXVtu2bdW4cWP5+/tr27Zt+uyzzxQWFiZJ+uWXX9ShQwfdc889ql27tjw8PLRw4ULFxsam6sFIT+vWrRUREaHw8HDVr19fAwYMUPny5bVnzx69++67Sk5O1rJly9JMbFGuXDm1a9dOU6ZM0ZkzZ1INb5QkNzc3vffee+ratavq1KmjgQMHqkKFCjp8+LDWrl2r4sWL66uvvsrqj9UWOfGZevTooYULF8qyrEz3Zk2cOFFr165V8+bNNWjQINWuXVsnT57Ujh07tGrVKp08eVKSFBoaqsDAQLVs2VIBAQHavXu33nzzzVQTfDRu3FiS9MILL6hv377y9PRU9+7d010U/OOPP5a7u7sz1PzbHXfcoRdeeEHz5s1TeHi4JNOLNmrUKPn4+Oihhx6Sm1vq/zc8ZswYrVy5Ui1bttSjjz6qpKQkvfnmm6pbt66io6Mz9fNITEzUSy+9lGa/v7+/HnvsMb3yyisaOHCg2rRpo3vvvVexsbH63//+p+DgYA0fPlxS5v7OzJkzR2+99ZbuvPNOVatWTWfOnNG7776r4sWL67bbbkt178jISHXv3p1n0ABcP5tmjwSAQidlmv2MXn/88YdlWZa1Y8cOq3PnzlaxYsUsX19fq127dtbGjRtTXeull16ymjVrZpUsWdIqUqSIVbNmTeu///2vlZCQYFmWZZ04ccIaOnSoVbNmTato0aJWiRIlrObNm1uffvpppuvdsGGD1aNHD6tMmTKWp6enValSJWvQoEHWwYMHM/yed99915Jk+fn5pZrS/Erff/+91atXL6t06dKWt7e3VblyZeuee+6xVq9e7TwnZTr848ePZ7reFFmZZn/o0KGp9h04cCDdKdfXrl1rSbIWLFhw3Z8pIzt27LAkWd98802G5/x7mn3LsqzY2Fhr6NChVsWKFS1PT08rMDDQ6tChg/XOO+84z3n77bet1q1bO+uqVq2a9cwzz1inT59Oda3x48dbFSpUsNzc3DL82SUkJFilS5e2br311qt+nipVqliNGjVyvt+3b5+zjX/77bfpfs/q1autRo0aWV5eXla1atWs9957z3rqqacsHx+fq97Lssw0+xn9napWrZrzvPnz51uNGjWyvL29LX9/f6tfv37Wn3/+6Tyemb8zO3bssO69916rUqVKlre3t1WuXDnr9ttvt7Zt25aqpt27d1uSrFWrVl2zfgD4N4dlscQ9AAB26tChg4KCgvThhx/aXYrL6Nmz51WXknBlw4YN04YNG7R9+3Z60ABcN55BAwDAZi+//LLmz5/vnPK9sPn3s4779u3TsmXL1LZtW3sKyoa//vpL7733nl566SXCGYAsoQcNAADYqnz58howYICqVq2q33//XdOnT1d8fLy+//571ahRw+7yACBPMUkIAACwVZcuXfTJJ58oJiZG3t7eCgkJ0csvv0w4A1Ao0YMGAAAAAC6CZ9AAAAAAwEUQ0AAAAADARfAMWi5KTk7WkSNH5Ofnx0xOAAAAQCFmWZbOnDmjoKAgubll3E9GQMtFR44cUcWKFe0uAwAAAICL+OOPP3TDDTdkeJyAlov8/PwkmT+E4sWL21pLYmKiVq5cqdDQUHl6etpaC/If2g+yiraD7KD9IDtoP8iO3Gg/cXFxqlixojMjZISAlotShjUWL17cJQKar6+vihcvzi8pXDfaD7KKtoPsoP0gO2g/yI7cbD/XevSJSUIAAAAAwEUQ0AAAAADARRDQAAAAAMBFENAAAAAAwEUQ0AAAAADARRDQAAAAAMBFENAAAAAAwEUQ0AAAAADARRDQAAAAAMBFENAAAAAAwEUQ0AAAAADARRDQAAAAAMBFENAAAAAAwEUQ0AAAAADARRDQAAAAAMBFENAAAAAAwEUQ0AqBixelNWsc+vbbILtLAQAAAHAVBLRCYONGqUsXD73/fj1Zlt3VAAAAAMgIAa0QuOUWycfH0t9/+2jPHrurAQAAAJARAloh4OMj3XKL6Tpbu5Y/cgAAAMBV8a/1QqJdOxPQ1qxx2FwJAAAAgIwQ0AqJ9u1NQNuwwaGkJJuLAQAAAJAuAloh0aiRJV/fRJ065dCOHXZXAwAAACA9BLRCwsNDqlv3hCRp9WqbiwEAAACQLgJaIVK/vgloa9bYXAgAAACAdBHQCpH69Y9Lkr79VoqPt7kYAAAAAGkQ0AqRihXPKDDQ0oULUlSU3dUAAAAA+DcCWiHicEht25rZHHkODQAAAHA9BLRCpn37ZEkENAAAAMAVEdAKmZQFq7dskeLibC4GAAAAQCoEtEKmcmWpWjUpKUnasMHuagAAAABciYBWCHXoYL4yzBEAAABwLQS0Qqh9e/OV9dAAAAAA10JAK4RSAtqPP0rHjtlbCwAAAIDLCGiFUNmyUv36ZnvtWntrAQAAAHAZAa2Q4jk0AAAAwPUQ0AopAhoAAADgeghohVTr1pKHh/Tbb9LBg3ZXAwAAAEAioBVafn5Ss2Zmm140AAAAwDUQ0AoxhjkCAAAAroWAVoilBLQ1ayTLsrcWAAAAAAS0Qq1FC6lIESk2Vvr5Z7urAQAAAEBAK8S8vaVWrcw2wxwBAAAA+xHQCjmeQwMAAABcBwGtkEsJaOvWSZcu2VoKAAAAUOgR0Aq5Ro2kkiWluDhp+3a7qwEAAAAKNwJaIefuLrVrZ7YZ5ggAAADYi4AGnkMDAAAAXAQBDc6A9t130oUL9tYCAAAAFGYENOimm6SgICk+XoqKsrsaAAAAoPAioEEOh9S+vdlmmCMAAABgHwIaJPEcGgAAAOAKCGiQdDmgbd0qnT5tby0AAABAYUVAgySpYkWpRg0pOVlav97uagAAAIDCiYAGJ4Y5AgAAAPZyiYA2bdo0BQcHy8fHR82bN9eWLVsyPHfXrl3q3bu3goOD5XA4NHXq1DTnTJgwQU2bNpWfn5/KlSunnj17au/evanOadu2rRwOR6rXkCFDUp1z6NAhdevWTb6+vipXrpyeeeYZXbp0KUc+sysioAEAAAD2sj2gzZ8/X+Hh4Ro9erR27NihBg0aqHPnzjp27Fi6558/f15Vq1bVxIkTFRgYmO4569ev19ChQ7Vp0yZFRkYqMTFRoaGhOnfuXKrzBg0apKNHjzpfkyZNch5LSkpSt27dlJCQoI0bN2rOnDmaPXu2Ro0alXMf3sW0a2dmdNy1S4qJsbsaAAAAoPCxPaBNmTJFgwYN0sCBA1W7dm3NmDFDvr6+mjlzZrrnN23aVJMnT1bfvn3l7e2d7jnLly/XgAEDVKdOHTVo0ECzZ8/WoUOHtH379lTn+fr6KjAw0PkqXry489jKlSv1888/66OPPlLDhg3VtWtXjR8/XtOmTVNCQkLO/QBcSOnSUsOGZnvNGltLAQAAAAolDztvnpCQoO3bt2vEiBHOfW5uburYsaOicnDF5NP/TEvo7++fav/HH3+sjz76SIGBgerevbtGjhwpX19fSVJUVJTq1aungIAA5/mdO3fWo48+ql27dqlRo0Zp7hMfH6/4+Hjn+7i4OElSYmKiEhMTc+zzZEXK/a9VR7t2bvr+e3etWpWsu+9OyovSkA9ktv0A/0bbQXbQfpAdtB9kR260n8xey9aAduLECSUlJaUKQZIUEBCgPXv25Mg9kpOTNWzYMLVs2VJ169Z17r/vvvtUuXJlBQUF6ccff9Rzzz2nvXv36osvvpAkxcTEpFtXyrH0TJgwQWPHjk2zf+XKlc7gZ7fIyMirHi9WrJykEC1dekHLlq3Km6KQb1yr/QAZoe0gO2g/yA7aD7IjJ9vP+fPnM3WerQEtLwwdOlQ7d+7Ut99+m2r/4MGDndv16tVT+fLl1aFDB/3666+qVq1alu41YsQIhYeHO9/HxcWpYsWKCg0NTTV80g6JiYmKjIxUp06d5OnpmeF5rVtLL79s6dixoqpZ8zZVrZqHRcJlZbb9AP9G20F20H6QHbQfZEdutJ+U0XXXYmtAK1OmjNzd3RUbG5tqf2xsbIYTgFyPsLAwLVmyRBs2bNANN9xw1XObN28uSdq/f7+qVaumwMDANLNJptSZUW3e3t7pPhfn6enpMr8YrlVLqVJSixbSt99KGzZ46qab8rA4uDxXasvIX2g7yA7aD7KD9oPsyMn2k9nr2DpJiJeXlxo3bqzVV8zrnpycrNWrVyskJCTL17UsS2FhYVq4cKHWrFmjKlWqXPN7oqOjJUnly5eXJIWEhOinn35KNZtkZGSkihcvrtq1a2e5tvyA6fYBAAAAe9g+i2N4eLjeffddzZkzR7t379ajjz6qc+fOaeDAgZKkBx54INUkIgkJCYqOjlZ0dLQSEhJ0+PBhRUdHa//+/c5zhg4dqo8++khz586Vn5+fYmJiFBMTowsXLkiSfv31V40fP17bt2/XwYMHtXjxYj3wwANq3bq16tevL0kKDQ1V7dq19X//93/64YcftGLFCr344osaOnRohrNHFhQpAW3NGik52d5aAAAAgMLE9mfQ+vTpo+PHj2vUqFGKiYlRw4YNtXz5cueEHIcOHZKb2+UceeTIkVQzKEZERCgiIkJt2rTRunXrJEnTp0+XZBajvtKsWbM0YMAAeXl5adWqVZo6darOnTunihUrqnfv3nrxxRed57q7u2vJkiV69NFHFRISoqJFi6p///4aN25cLv0kXEfz5pKvr3T8uLRzp/RPZgUAAACQy2wPaJJ5ViwsLCzdYymhK0VwcLAsy7rq9a51vGLFilq/fv0166pcubKWLVt2zfMKGi8vM1nI8uVmmCMBDQAAAMgbtg9xhGu6cpgjAAAAgLxBQEO6UgLa+vXSpUv21gIAAAAUFgQ0pKtBA8nfXzpzRtq61e5qAAAAgMKBgIZ0ublJ7dqZbabbBwAAAPIGAQ0ZYj00AAAAIG8R0JChlIC2caN0/ry9tQAAAACFAQENGapRQ7rhBikhQfrkE7urAQAAAAo+Ahoy5HBIQ4ea7WHDpH37bC0HAAAAKPAIaLiqZ56R2rSRzp6V7r3X9KYBAAAAyB0ENFyVu7v00Udmyv3t26UXXrC7IgAAAKDgIqDhmm64QZo502xHREgrVthbDwAAAFBQEdCQKT16XH4e7YEHpNhYe+sBAAAACiICGjJt8mSpXj3p2DGpf38pOdnuigAAAICChYCGTCtSRJo3z3xdsUJ67TW7KwIAAAAKFgIarkvt2peD2YgRZuIQAAAAADmDgIbrNniw1KuXlJgo9e0rnTljd0UAAABAwUBAw3VzOKR335UqVpT275cef9zuigAAAICCgYCGLPH3lz7+WHJzk+bMMdsAAAAAsoeAhiy79VZp1Ciz/eij0q+/2lsPAAAAkN8R0JAtL7xggtqZM9K990oJCXZXBAAAAORfBDRki4eH9NFHUqlS0tatl3vUAAAAAFw/AhqyrVIl6b33zPYrr0iRkfbWAwAAAORXBDTkiF69pEceMdsPPCAdO2ZvPQAAAEB+REBDjpkyxSxkHRMjDRggJSfbXREAAACQvxDQkGN8faV58yRvb+nrr6XXX7e7IgAAACB/IaAhR9WrZ3rSJOnZZ6UdO+ytBwAAAMhPCGjIcY8+KvXoISUmSk88YXc1AAAAQP5BQEOOczikt96SvLyk776Tvv3W7ooAAACA/IGAhlwRFCT172+2J060txYAAAAgvyCgIdc8+6zk5iYtXSr9+KPd1QAAAACuj4CGXFO9unTXXWZ70iR7awEAAADyAwIactXzz5uv8+ZJBw7YWwsAAADg6ghoyFWNGkmdO0tJSVJEhN3VAAAAAK6NgIZcl9KLNnOmFBtrby0AAACAKyOgIde1aSM1by5dvCj97392VwMAAAC4LgIacp3DIY0YYbanTZNOn7a3HgAAAMBVEdCQJ7p3l2rXluLipLfftrsaAAAAwDUR0JAn3Nyk554z26+9ZoY7AgAAAEiNgIY8c++9UsWKUkyMNGeO3dUAAAAAroeAhjzj6Sk9/bTZnjRJunTJ3noAAAAAV0NAQ556+GGpTBnpt9+kzz6zuxoAAADAtRDQkKd8faUnnjDbEydKlmVvPQAAAIArIaAhzw0dKhUrJv3wg7Rihd3VAAAAAK6DgIY85+8vPfKI2Z4wwd5aAAAAAFdCQIMthg83k4Zs2CBt3Gh3NQAAAIBrIKDBFhUqSA88YLZfecXeWgAAAABXQUCDbZ59VnI4pMWLpZ077a4GAAAAsB8BDba58Uapd2+zPWmSvbUAAAAAroCABls9/7z5Oneu9Pvv9tYCAAAA2I2ABls1bix16iQlJUkREXZXAwAAANiLgAbbpfSivfeedOyYvbUAAAAAdnKJgDZt2jQFBwfLx8dHzZs315YtWzI8d9euXerdu7eCg4PlcDg0derUNOdMmDBBTZs2lZ+fn8qVK6eePXtq7969zuMnT57U448/rptuuklFihRRpUqV9MQTT+j06dOpruNwONK85s2bl2OfG0a7dlLTptLFi9Ibb9hdDQAAAGAf2wPa/PnzFR4ertGjR2vHjh1q0KCBOnfurGMZdKWcP39eVatW1cSJExUYGJjuOevXr9fQoUO1adMmRUZGKjExUaGhoTp37pwk6ciRIzpy5IgiIiK0c+dOzZ49W8uXL9dDDz2U5lqzZs3S0aNHna+ePXvm2GeH4XBII0aY7TfflOLi7K0HAAAAsIuH3QVMmTJFgwYN0sCBAyVJM2bM0NKlSzVz5kw9nzL27QpNmzZV06ZNJSnd45K0fPnyVO9nz56tcuXKafv27WrdurXq1q2rzz//3Hm8WrVq+u9//6v7779fly5dkofH5R9LyZIlMwyCyDk9ekg33STt3Su984709NN2VwQAAADkPVsDWkJCgrZv364RKd0nktzc3NSxY0dFRUXl2H1Shi76+/tf9ZzixYunCmeSNHToUD388MOqWrWqhgwZooEDB8rhcKR7jfj4eMXHxzvfx/3TFZSYmKjExMTsfoxsSbm/3XVczdNPOzRokIemTLE0ZMgleXvbXRFS5If2A9dE20F20H6QHbQfZEdutJ/MXsvWgHbixAklJSUpICAg1f6AgADt2bMnR+6RnJysYcOGqWXLlqpbt26GdYwfP16DBw9OtX/cuHFq3769fH19tXLlSj322GM6e/asnnjiiXSvM2HCBI0dOzbN/pUrV8rX1zf7HyYHREZG2l1ChkqWdKh06U46erSInntul0JDmXff1bhy+4Fro+0gO2g/yA7aD7IjJ9vP+fPnM3We7UMcc9vQoUO1c+dOffvtt+kej4uLU7du3VS7dm2NGTMm1bGRI0c6txs1aqRz585p8uTJGQa0ESNGKDw8PNW1K1asqNDQUBUvXjz7HyYbEhMTFRkZqU6dOsnT09PWWq7m99/d9PTT0sqVDTRlSh252f6UJKT8037gemg7yA7aD7KD9oPsyI32E5fJiRZsDWhlypSRu7u7YmNjU+2PjY3Nkee+wsLCtGTJEm3YsEE33HBDmuNnzpxRly5d5Ofnp4ULF17zh9+8eXONHz9e8fHx8k5n/J23t3e6+z09PV3mF4Mr1ZKeRx6Rxo6V9u93aOdOTzVubHdFuJKrtx+4LtoOsoP2g+yg/SA7crL9ZPY6tvZPeHl5qXHjxlq9erVzX3JyslavXq2QkJAsX9eyLIWFhWnhwoVas2aNqlSpkuacuLg4hYaGysvLS4sXL5aPj881rxsdHa1SpUqlG8KQM4oVkzp2NNvLltlbCwAAAJDXbB/iGB4erv79+6tJkyZq1qyZpk6dqnPnzjlndXzggQdUoUIFTZgwQZKZWOTnn392bh8+fFjR0dEqVqyYqlevLskMa5w7d66+/PJL+fn5KSYmRpJUokQJFSlSxBnOzp8/r48++khxcXHOLseyZcvK3d1dX331lWJjY9WiRQv5+PgoMjJSL7/8sp5mesFcd9tt0sKFJqBdMcoUAAAAKPBsD2h9+vTR8ePHNWrUKMXExKhhw4Zavny5c+KQQ4cOye2KB5GOHDmiRo0aOd9HREQoIiJCbdq00bp16yRJ06dPlyS1bds21b1mzZqlAQMGaMeOHdq8ebMkOUNdigMHDig4OFienp6aNm2ahg8fLsuyVL16deeSAMhdXbuar5s3SydOSGXK2FsPAAAAkFdsD2iSeVYsLCws3WMpoStFcHCwLMu66vWudbxt27bXPKdLly7q0qXLVc9B7qhQQapfX/rxR2nlSum+++yuCAAAAMgbzJEHl3Tbbebr11/bWwcAAACQlwhocEkpwxyXL5eSkuytBQAAAMgrBDS4pJAQqUQJ8wzatm12VwMAAADkDQIaXJKnpxQaarYZ5ggAAIDCgoAGl5UyzJH10AAAAFBYENDgslIm0dy2TTp2zN5aAAAAgLxAQIPLKl9eatRIsixpxQq7qwEAAAByHwENLi1lun2GOQIAAKAwIKDBpaUEtBUrmG4fAAAABR8BDS6teXOpVCnp77+lzZvtrgYAAADIXQQ0uDR3d6lzZ7PNdPsAAAAo6AhocHlMtw8AAIDCgoAGl5cy3f6OHVJMjL21AAAAALmJgAaXV66c1LSp2V6+3N5aAAAAgNxEQEO+wDBHAAAAFAYENOQLKdPtr1wpXbpkby0AAABAbiGgIV9o0kQqXVo6fVqKirK7GgAAACB3ENCQL7i7X54shGGOAAAAKKgIaMg3UoY5sh4aAAAACioCGvKN0FDJ4ZB++EE6fNjuagAAAICcR0BDvlGmjNS8udmmFw0AAAAFEQEN+UrKdPsENAAAABREBDTkKynPoUVGSgkJ9tYCAAAA5DQCGvKVm2+WypWTzpyRNm60uxoAAAAgZxHQkK+4uTHdPgAAAAouAhrynZRhjgQ0AAAAFDQENOQ7nTqZnrRdu6RDh+yuBgAAAMg5BDTkO/7+UkiI2WY2RwAAABQkBDTkSynDHAloAAAAKEgIaMiXUtZDW7VKio+3txYAAAAgpxDQkC81bCiVLy+dOyd9843d1QAAAAA5g4CGfMnhuDzdPsMcAQAAUFAQ0JBvMd0+AAAAChoCGvKtTp0kd3dpzx7pwAG7qwEAAACyj4CGfKtECallS7PNMEcAAAAUBAQ05GsMcwQAAEBBQkBDvpYy3f6aNdLFi/bWAgAAAGQXAQ35Wr16UoUK0oUL0vr1dlcDAAAAZA8BDfmaw3F5mCPPoQEAACC/I6Ah30sZ5shzaAAAAMjvCGjI9zp0kDw9pX37pP377a4GAAAAyDoCGvK94sWlVq3MNsMcAQAAkJ8R0FAgMN0+AAAACgICGgqElIC2bp10/rytpQAAAABZRkBDgVCrllSpklkLjV40AAAA5FcENBQIDod0991me8gQJgsBAABA/kRAQ4ExbpzUpIn0119St27SyZN2VwQAAABcHwIaCgxfX2nxYqliRemXX6TevaWEBLurAgAAADKPgIYCpXx5aelSyc/PTBgyZIhkWXZXBQAAAGQOAQ0FTr160vz5kpubNGuWNHGi3RUBAAAAmUNAQ4HUtav0+utm+z//kRYssLceAAAAIDNcIqBNmzZNwcHB8vHxUfPmzbVly5YMz921a5d69+6t4OBgORwOTZ06Nc05EyZMUNOmTeXn56dy5cqpZ8+e2rt3b6pzLl68qKFDh6p06dIqVqyYevfurdjY2FTnHDp0SN26dZOvr6/KlSunZ555RpcuXcqRz4zcN3So9OSTZvuBB6TNm+2tBwAAALgW2wPa/PnzFR4ertGjR2vHjh1q0KCBOnfurGPHjqV7/vnz51W1alVNnDhRgYGB6Z6zfv16DR06VJs2bVJkZKQSExMVGhqqc+fOOc8ZPny4vvrqKy1YsEDr16/XkSNH1KtXL+fxpKQkdevWTQkJCdq4caPmzJmj2bNna9SoUTn7A0CuevVVM6PjxYvSHXdIBw/aXREAAACQMdsD2pQpUzRo0CANHDhQtWvX1owZM+Tr66uZM2eme37Tpk01efJk9e3bV97e3umes3z5cg0YMEB16tRRgwYNNHv2bB06dEjbt2+XJJ0+fVrvv/++pkyZovbt26tx48aaNWuWNm7cqE2bNkmSVq5cqZ9//lkfffSRGjZsqK5du2r8+PGaNm2aEpgaMN9wd5c++URq0EA6dky6/Xbp9Gm7qwIAAADS52HnzRMSErR9+3aNGDHCuc/NzU0dO3ZUVFRUjt3n9D//Ivf395ckbd++XYmJierYsaPznJo1a6pSpUqKiopSixYtFBUVpXr16ikgIMB5TufOnfXoo49q165datSoUZr7xMfHKz4+3vk+Li5OkpSYmKjExMQc+zxZkXJ/u+uwg4+PtHCh1LKlh3btcujuu5P15ZdJ8rC19ecvhbn9IHtoO8gO2g+yg/aD7MiN9pPZa9n6T9QTJ04oKSkpVQiSpICAAO3ZsydH7pGcnKxhw4apZcuWqlu3riQpJiZGXl5eKlmyZJr7xsTEOM9Jr66UY+mZMGGCxo4dm2b/ypUr5evrm92PkiMiIyPtLsE2Tz1VQi+80EqRkR7q1et3PfLIj3I47K4qfynM7QfZQ9tBdtB+kB20H2RHTraf8+fPZ+q8At+HMHToUO3cuVPffvttrt9rxIgRCg8Pd76Pi4tTxYoVFRoaquLFi+f6/a8mMTFRkZGR6tSpkzw9PW2txU6VK0v33GNp+fIq6tChkp58MtnukvIF2g+yiraD7KD9IDtoP8iO3Gg/KaPrrsXWgFamTBm5u7unmT0xNjY2wwlArkdYWJiWLFmiDRs26IYbbnDuDwwMVEJCgk6dOpWqF+3K+wYGBqaZTTKlzoxq8/b2Tve5OE9PT5f5xeBKtdjhrrukyZOlp5+Wnn3WXTfe6K477rC7qvyjsLcfZB1tB9lB+0F20H6QHTnZfjJ7HVsnCfHy8lLjxo21evVq577k5GStXr1aISEhWb6uZVkKCwvTwoULtWbNGlWpUiXV8caNG8vT0zPVfffu3atDhw457xsSEqKffvop1WySkZGRKl68uGrXrp3l2mC/8HDpkUcky5LuvVfascPuigAAAADD9iGO4eHh6t+/v5o0aaJmzZpp6tSpOnfunAYOHChJeuCBB1ShQgVNmDBBkplY5Oeff3ZuHz58WNHR0SpWrJiqV68uyQxrnDt3rr788kv5+fk5nxkrUaKEihQpohIlSuihhx5SeHi4/P39Vbx4cT3++OMKCQlRixYtJEmhoaGqXbu2/u///k+TJk1STEyMXnzxRQ0dOjTD2SORPzgc0htvSL/9JkVGSt27mzXSruhkBQAAAGxhe0Dr06ePjh8/rlGjRikmJkYNGzbU8uXLnRNyHDp0SG5ulzv6jhw5kmoGxYiICEVERKhNmzZat26dJGn69OmSpLZt26a616xZszRgwABJ0muvvSY3Nzf17t1b8fHx6ty5s9566y3nue7u7lqyZIkeffRRhYSEqGjRourfv7/GjRuXCz8F5DVPT2nBAumWW6SffzYh7ZtvpGLF7K4MAAAAhZntAU0yz4qFhYWleywldKUIDg6WZVlXvd61jkuSj4+Ppk2bpmnTpmV4TuXKlbVs2bJrXgv5U4kS0tKlUvPmUnS0NHiwNHeu3VUBAACgMLN9oWrATsHB0qJFZtjjJ59IP/xgd0UAAAAozAhoKPRCQqQ+fcw2I1gBAABgJwIaIGnkSNOL9sUX9KIBAADAPgQ0QFLt2vSiAQAAwH4ENOAfV/ai/fij3dUAAACgMCKgAf+oXVu65x6zTS8aAAAA7EBAA66Q0ov2+ef0ogEAACDvEdCAK9SpQy8aAAAA7ENAA/6FXjQAAADYhYAG/MuVvWjjx9tbCwAAAAoXAhqQjpRetM8+k376ye5qAAAAUFgQ0IB01Kkj3X232eZZNAAAAOQVAhqQAXrRAAAAkNcIaEAG6talFw0AAAB5i4AGXMXIkebrZ59JO3faWwsAAAAKPgIacBX0ogEAACAvEdCAaxg1ynxdsIBeNAAAAOQuAhpwDfSiAQAAIK8Q0IBMoBcNAAAAeYGABmRC3brSXXeZ7fHj7a0FAAAABRcBDcgketEAAACQ2whoQCbVq2d60SyLXjQAAADkDgIacB3oRQMAAEBuIqAB14FeNAAAAOQmAhpwna7sRdu1y95aAAAAULAQ0IDrVK+e1Ls3vWgAAADIeVkKaH/88Yf+/PNP5/stW7Zo2LBheuedd3KsMMCVpfSiffopvWgAAADIOVkKaPfdd5/Wrl0rSYqJiVGnTp20ZcsWvfDCCxo3blyOFgi4ovr1L/eivfii9Ntv0qlT5j0AAACQVR5Z+aadO3eqWbNmkqRPP/1UdevW1XfffaeVK1dqyJAhGpXSvQAUYKNGSZ9/Li1aZF6S5O4ulSol+ftLpUubrxltBwSY4ZJuDDQGAADAP7IU0BITE+Xt7S1JWrVqle644w5JUs2aNXX06NGcqw5wYfXrSy+8IM2ZI508KZ0/LyUlSSdOmFdmjBoljR2bu3UCAAAg/8hSQKtTp45mzJihbt26KTIyUuP/mSnhyJEjKl26dI4WCLiyl14yL0m6eNEEtZTXX3+l/nrl9rFj0s8/S5MmSYMHSxUq2Ps5AAAA4BqyFNBeeeUV3XnnnZo8ebL69++vBg0aSJIWL17sHPoIFDY+PlJQkHldi2VJrVtL334rjR4tvfde7tcHAAAA15elgNa2bVudOHFCcXFxKlWqlHP/4MGD5evrm2PFAQWVw2F6z265RZo1SwoPl2rXtrsqAAAA2C1L0xNcuHBB8fHxznD2+++/a+rUqdq7d6/KlSuXowUCBVVIiHTnnVJysvT883ZXAwAAAFeQpYDWo0cPffDBB5KkU6dOqXnz5nr11VfVs2dPTZ8+PUcLBAqyCRPMzI9ffSV9843d1QAAAMBuWQpoO3bs0K233ipJ+uyzzxQQEKDff/9dH3zwgV5//fUcLRAoyG66SXr4YbP97LOsowYAAFDYZSmgnT9/Xn5+fpKklStXqlevXnJzc1OLFi30+++/52iBQEE3erTk6ytt2iQtXGh3NQAAALBTlgJa9erVtWjRIv3xxx9asWKFQkNDJUnHjh1T8eLFc7RAoKArX1566imzPWKElJhobz0AAACwT5YC2qhRo/T0008rODhYzZo1U0hIiCTTm9aoUaMcLRAoDJ55RipbVvrlF+n99+2uBgAAAHbJUkC76667dOjQIW3btk0rVqxw7u/QoYNee+21HCsOKCz8/KRRo8z2mDHS2bO2lgMAAACbZCmgSVJgYKAaNWqkI0eO6M8//5QkNWvWTDVr1syx4oDCZPBgqVo1KTZWmjLF7moAAABghywFtOTkZI0bN04lSpRQ5cqVVblyZZUsWVLjx49XcnJyTtcIFApeXtJ//2u2J0+Wjh2ztx4AAADkvSwFtBdeeEFvvvmmJk6cqO+//17ff/+9Xn75Zb3xxhsaOXJkTtcIFBp33y01aWKGOI4bZ3c1AAAAyGseWfmmOXPm6L333tMdd9zh3Fe/fn1VqFBBjz32mP6b0g0A4Lq4uUmTJknt20tvvy0NGyZVr253VQAAAMgrWepBO3nyZLrPmtWsWVMnT57MdlFAYdaundS1q3TpkvTCC3ZXAwAAgLyUpYDWoEEDvfnmm2n2v/nmm6pfv362iwIKu4kTJYdD+vRTaetWu6sBAABAXsnSEMdJkyapW7duWrVqlXMNtKioKP3xxx9atmxZjhYIFEb160sPPCDNmSM9+6y0Zo0JbAAAACjYstSD1qZNG/3yyy+68847derUKZ06dUq9evXSrl279OGHH+Z0jUChNG6c5O0trVsnff213dUAAAAgL2SpB02SgoKC0kwG8sMPP+j999/XO++8k+3CgMKuUiXp8celiAjpueekzp0ld3e7qwIAAEBuyvJC1QBy34gRUsmS0s6dEp3TAAAABR8BDXBh/v7Sf/5jtkeOlC5csLceAAAA5C4CGuDiHn9cqlhR+vNPKZ3JUwEAAFCAXFdA69Wr11Vfw4cPv+4Cpk2bpuDgYPn4+Kh58+basmVLhufu2rVLvXv3VnBwsBwOh6ZOnZrmnA0bNqh79+4KCgqSw+HQokWL0pzjcDjSfU2ePNl5Tso9rnxNnDjxuj8fkF0+PtL48Wb75ZcllhoEAAAouK4roJUoUeKqr8qVK+uBBx7I9PXmz5+v8PBwjR49Wjt27FCDBg3UuXNnHTt2LN3zz58/r6pVq2rixIkKDAxM95xz586pQYMGmjZtWob3PXr0aKrXzJkz5XA41Lt371TnjRs3LtV5jz/+eKY/G5CT7r9fqldPOnVKmjDB7moAAACQW65rFsdZs2bl6M2nTJmiQYMGaeDAgZKkGTNmaOnSpZo5c6aef/75NOc3bdpUTZs2laR0j0tS165d1bVr16ve99/h7ssvv1S7du1UtWrVVPv9/PwyDIJAXnJ3l155RbrtNumNN8ywx0qV7K4KAAAAOS3L0+xnV0JCgrZv364RI0Y497m5ualjx46KiorKszpiY2O1dOlSzZkzJ82xiRMnavz48apUqZLuu+8+DR8+XB4eGf/I4uPjFR8f73wfFxcnSUpMTFRiYmLOF38dUu5vdx3Iug4dpDZt3LV+vZuefz5Zc+Yk5dm9aT/IKtoOsoP2g+yg/SA7cqP9ZPZatgW0EydOKCkpSQEBAan2BwQEaM+ePXlWx5w5c+Tn56devXql2v/EE0/o5ptvlr+/vzZu3KgRI0bo6NGjmjJlSobXmjBhgsaOHZtm/8qVK+Xr65vjtWdFZGSk3SUgG26/vaTWr2+jTz5xU9GiO3X77Qfy9P60H2QVbQfZQftBdtB+kB052X7Onz+fqfNsC2iuYubMmerXr598fHxS7Q8PD3du169fX15eXnrkkUc0YcIEeXt7p3utESNGpPq+uLg4VaxYUaGhoSpevHjufIBMSkxMVGRkpDp16iRPT09ba0H2xMcn6cUX3fX++/XUqVNt3Xmnlev3pP0gq2g7yA7aD7KD9oPsyI32kzK67lpsC2hlypSRu7u7YmNjU+2PjY3Ns+e+vvnmG+3du1fz58+/5rnNmzfXpUuXdPDgQd10003pnuPt7Z1uePP09HSZXwyuVAuy5j//kQ4flqZPd6h/fw9VqCC1bJk396b9IKtoO8gO2g+yg/aD7MjJ9pPZ69i2DpqXl5caN26s1atXO/clJydr9erVCgkJyZMa3n//fTVu3FgNGjS45rnR0dFyc3NTuXLl8qAyIGMOh5kopEcP6eJF6Y47pDwcFQwAAIBcZOsQx/DwcPXv319NmjRRs2bNNHXqVJ07d845q+MDDzygChUqaMI/84onJCTo559/dm4fPnxY0dHRKlasmKpXry5JOnv2rPbv3++8x4EDBxQdHS1/f39VumLau7i4OC1YsECvvvpqmrqioqK0efNmtWvXTn5+foqKitLw4cN1//33q1SpUrn28wAyy91dmjvXTByyaZPUtasUFSUx6SgAAED+ZmtA69Onj44fP65Ro0YpJiZGDRs21PLly50Thxw6dEhubpc7+Y4cOaJGjRo530dERCgiIkJt2rTRunXrJEnbtm1Tu3btnOekPBPWv39/zZ4927l/3rx5sixL9957b5q6vL29NW/ePI0ZM0bx8fGqUqWKhg8fnur5MsBuvr7SV19Jt9wi7dsndesmrVsn+fnZXRkAAACyyvZJQsLCwhQWFpbusZTQlSI4OFiWdfUJEdq2bXvNcyRp8ODBGjx4cLrHbr75Zm3atOma1wDsVqaM9PXXUkiItGOHdPfdJrQx1B4AACB/su0ZNAA5o1o1aelS06O2YoX0yCNSJv4fBQAAAFwQAQ0oAJo2lT79VHJzk2bNksaMsbsiAAAAZAUBDSggunWTZsww2+PGSe+9Z289AAAAuH4ENKAAGTRIGjnSbA8ZIi1bZm89AAAAuD4ENKCAGTtWGjBASkoyk4Zs22Z3RQAAAMgsAhpQwDgc0jvvSKGh0vnzZujjb7/ZXRUAAAAyg4AGFECentJnn0kNG0rHjkldukgnTthdFQAAAK6FgAYUUH5+5hm0ypXNQtbdu5seNQAAALguAhpQgJUvbxayLlVK2rRJuu8+82waAAAAXBMBDSjgatWSFi+WvL2lL7+UHn5YSk62uyoAAACkh4AGFAKtWkmffCK5u0uzZ0thYZJl2V0VAAAA/o2ABhQSd94pzZljZnmcPl16+mlCGgAAgKshoAGFSL9+0rvvmu0pU6TRo+2tBwAAAKkR0IBC5qGHpNdfN9vjx0sTJ9pbDwAAAC4joAGF0OOPS6+8YrZHjLgc2AAAAGAvAhpQSD37rDRqlNl+8snLQx8BAABgHwIaUIiNGWMmC5GkRx6RPvrI1nLyrZgYli4AAAA5g4AGFGIOhzRpkvTYY2ZGx/79pc8+s7uq/OWdd8yC4FOm2F0JAAAoCAhoQCHncEhvvCENHGh6ge69V1q61O6q8odTp8wzfJL06ae2lgIAAAoIAhoAubmZZ9D69pUuXZJ695ZWr7a7Ktc3caJ08qTZ3rFDOnPG3noAAED+R0ADIElyd5c++EDq0UOKj5fuuEP69lu7q3Jdf/whTZ1qtr29paQkaeNGW0sCAAAFAAENgJOnpzR/vtS5s3T+vHTbbdLWrXZX5ZpGjTJBtk0bqU8fs2/DBntrAgAA+R8BDUAq3t7SF19IbduaIXudO0s//mh3Va7lxx+lOXPM9qRJJqRJ0vr19tUEAAAKBg+7CwDgenx9pcWLTTiLipK6dvXQPfdUkoeHQ5UqSUFBkr+/mWCkMHruOTPr5T33SM2amZ+FJG3ZIl24IBUpYm99AAAg/yKgAUiXn5+0bJnUoYO0Y4dD06Y10rRpl497e5ugFhQkVahwefvf74sVs+8z5IbVq6Xly81w0JdfNvuqVTOf9cgRafNm0/sIAACQFQQ0ABkqWVJauVIaPz5J33xzQgkJ5XT0qEN//WWevzpwwLyu5uabpYULpUqV8qTkXJWcLD37rNkeMsQEM8n0JLZuLc2bZ4Y5EtAAAEBWEdAAXFXp0tLkyclatmyTbrvtNnl6euriRSkmRjp82PQaXfm6ct+ZM2b6+VatTM9TjRp2f5rsmTfPfB4/P2nkyNTH2rQxx5koBAAAZAcBDcB18/GRgoPN62oOHpS6dJH27pVuvVWKjJTq1cuDAnNBfLz0wgtm+/nnpbJlUx9v3dp8jYqSEhIkL6+8rQ8AABQMzOIIINcEB5sepQYNpNhY08u0ZYvdVWXNW2+ZwBkUJA0blvZ4rVpSmTJmkpBt2/K6OgAAUFAQ0ADkqnLlpLVrpRYtpL//NpOO5Lfp6P/+Wxo/3myPG2dmufy3lOfQpPz3+QAAgOsgoAHIdaVKmeGN7dtLZ8+aYY/Ll9tdVeZNnGhCWp06Uv/+GZ+XEtB4Dg0AAGQVAQ1AnihWTFq6VLr9duniRemOO6TPP7e7qms7dEj63//M9sSJksdVntxNWbD6u++kS5dyvzYAAFDwENAA5BkfH+mLL6Q+faTERLPQ85w5dld1daNGmQlC2rSRunW7+rn16kklSpjZK6Oj86Q8AABQwBDQAOQpT0/p44+lBx8064oNGKBUC2C7kh9+kD74wGxPmmSeM7sad3czW6XEMEcAAJA1BDQAec7dXXr3XenJJ837sDAzfNDVPP+8ZFmmp69Zs8x9DxOFAACA7CCgAbCFm5v02muXF3weMUL6z39MIHIFq1aZiUw8PaWXX87896U8h/bNN6aHEAAA4HoQ0ADYxuEw09ZPmmTeT5hgetXsDjbJydKzz5rtRx+VqlXL/Pc2aiQVLWpmfdy5M3fqAwAABRcBDYDtnnlGmj7dBLY33pAeekhKSrKvnk8+kb7/XvLzk1588fq+19NTuuUWs81zaAAA4HoR0AC4hCFDzIQc7u7S7NlS375SQkLe1xEfL73wgtl+/nmpbNnrv0bKMEcCGgAAuF4ENAAu4/77pQULTC/UZ5+Zae3PnMnbGqZNk37/XQoKkoYNy9o1rpwoxFWeqQMAAPkDAQ2AS7nzTmnJEvMc16pVpjcqJiZv7v3339JLL5ntceMkX9+sXadZM8nbWzp2TPrll5yrDwAAFHwENAAuJzRUWrdOKlfOPAsWEpI3QWfiRBPS6tSR+vfP+nW8vaUWLcw20+0DAIDrQUAD4JKaNJE2bjQzKB48aCbe2Lw59+536JD0v/+Z7VdekTw8snc9nkMDAABZQUAD4LKqVTMhrUkT6a+/pHbtzPDHnBYbKw0ebCYIadNGuu227F+T59AAAEBWENAAuLRy5aS1a6WuXaULF6QePaT33suZayckSBERUo0a0ooVptds8mQz3X92tWhhrvfnn6YHEAAAIDMIaABcXrFi0pdfSgMGmEWkBw0yk3hkp2dq6VKpbl2zBtuZM6aXbsMGqWnTnKm5aNHL12KYIwAAyCwCGoB8wdNTmjnz8hplo0ebtdMuXbq+6+zZY4Yw3n67tG+fFBBgrrt5s5mMJCddOcwRAAAgMwhoAPINh8NMg//WW2b7nXek3r2l8+ev/b2nTknh4VK9etLXX5vA9+yzZnbIgQMlt1z4bchEIQAA4HoR0ADkO48+Kn3+uZnOfvFiqWNHM4lIepKSpHfflW68UXrtNdPj1r27tGuXma2xePHcq7NlSxP8fv1VOnw49+4DAAAKDgIagHzpzjvNQtalSklRUSYM/Xsyjm++Mc+BDR4sHT8u1awpLV9uQl2NGrlfY/HiUqNGZpteNAAAkBkENAD5VqtW0rffShUrSnv3mrXSoqPNmmZ9+5pnwL7/XipRQpo6VfrxR6lz57ytkefQAADA9bA9oE2bNk3BwcHy8fFR8+bNtWXLlgzP3bVrl3r37q3g4GA5HA5NnTo1zTkbNmxQ9+7dFRQUJIfDoUWLFqU5Z8CAAXI4HKleXbp0SXXOyZMn1a9fPxUvXlwlS5bUQw89pLNnz2b34wLIYbVrmx60evWko0elW281PWXz55vn1B55xEwG8uST5rmzvJYS0OhBAwAAmWFrQJs/f77Cw8M1evRo7dixQw0aNFDnzp117NixdM8/f/68qlatqokTJyowMDDdc86dO6cGDRpo2rRpV713ly5ddPToUefrk08+SXW8X79+2rVrlyIjI7VkyRJt2LBBgwcPztoHBZCrKlQwAahtW+nsWbNeWuvW0o4d0owZUtmy9tV2663m6+7dUga/2gAAAJw87Lz5lClTNGjQIA0cOFCSNGPGDC1dulQzZ87U888/n+b8pk2bquk/Cwuld1ySunbtqq5du17z3t7e3hmGvN27d2v58uXaunWrmjRpIkl64403dNtttykiIkJBQUGZ+nwA8k7Jkub5stdfl6pXl3r2zJkFp7OrdGmz3trOneaZuN697a4IAAC4MtsCWkJCgrZv364RI0Y497m5ualjx46KiorK9fuvW7dO5cqVU6lSpdS+fXu99NJLKl26tCQpKipKJUuWdIYzSerYsaPc3Ny0efNm3XnnneleMz4+XvHx8c73cXFxkqTExEQlJibm4qe5tpT7210H8qf80n7c3KRhw8z29a6PlptuvdVNO3e6a926JN1xR7Ld5eSp/NJ24JpoP8gO2g+yIzfaT2avZVtAO3HihJKSkhQQEJBqf0BAgPbs2ZOr9+7SpYt69eqlKlWq6Ndff9V//vMfde3aVVFRUXJ3d1dMTIzKlSuX6ns8PDzk7++vmJiYDK87YcIEjR07Ns3+lStXytfXN8c/R1ZERkbaXQLyMdpP1hQtGiSpqZYsOauOHdfZXY4taDvIDtoPsoP2g+zIyfZzPjMLt8rmIY526du3r3O7Xr16ql+/vqpVq6Z169apQ4cOWb7uiBEjFB4e7nwfFxenihUrKjQ0VMVzc7GlTEhMTFRkZKQ6deokTztmSkC+RvvJnptvliIipN9/L66QkNtUqpTdFeUd2g6yg/aD7KD9IDtyo/2kjK67FtsCWpkyZeTu7q7Y2NhU+2NjYzN8Niy3VK1aVWXKlNH+/fvVoUMHBQYGppmo5NKlSzp58uRVa/P29pa3t3ea/Z6eni7zi8GVakH+Q/vJmooVzULZv/zi0ObNnure3e6K8h5tB9lB+0F20H6QHTnZfjJ7HdtmcfTy8lLjxo21evVq577k5GStXr1aISEheVrLn3/+qb/++kvly5eXJIWEhOjUqVPavn2785w1a9YoOTlZzZs3z9PaABQMTLcPAAAyw9Zp9sPDw/Xuu+9qzpw52r17tx599FGdO3fOOavjAw88kGoSkYSEBEVHRys6OloJCQk6fPiwoqOjtX//fuc5Z8+edZ4jSQcOHFB0dLQOHTrkPP7MM89o06ZNOnjwoFavXq0ePXqoevXq6vzPCra1atVSly5dNGjQIG3ZskXfffedwsLC1LdvX2ZwBJAlbdqYrwQ0AABwNbY+g9anTx8dP35co0aNUkxMjBo2bKjly5c7Jw45dOiQ3NwuZ8gjR46oUaNGzvcRERGKiIhQmzZttG7dOknStm3b1K5dO+c5Kc+E9e/fX7Nnz5a7u7t+/PFHzZkzR6dOnVJQUJBCQ0M1fvz4VMMTP/74Y4WFhalDhw5yc3NT79699frrr+fmjwNAAZbSg7Z9u3TmjOTnZ289AADANdk+SUhYWJjCwsLSPZYSulIEBwfLsqyrXq9t27ZXPadIkSJasWLFNevy9/fX3Llzr3keAGRGpUpScLB08KAUFSWFhtpdEQAAcEW2DnEEgMIkpRdt/Xp76wAAAK6LgAYAeYTn0AAAwLUQ0AAgj6T0oG3ZIl24YG8tAADANRHQACCPVKsmlS8vJSRImzfbXQ0AAHBFBDQAyCMOB8McAQDA1RHQACAPMVEIAAC4GgIaAOShlB60qCgz1BEAAOBKBDQAyEO1akllyphJQrZts7saAADgaghoAJCHHI7Lwxx5Dg0AAPwbAQ0A8hjPoQEAgIwQ0AAgj6UEtO++ky5dsrcWAADgWghoAJDH6teXSpSQzpyRfvjB7moAAIArIaABQB5zd5datTLbDHMEAABX8rC7AAAojNq0kZYulRYvlm66Sbp48fIrPj71+/T2WZZUtqxUrpx5BQSk3i5e3ExIAgAA8hcCGgDY4MqJQnKjF83LK/3gVr68dN995j0AAHA9BDQAsEGTJtL995tn0Ly9JR+ftK/09qfsk6Tjx6Vjx6TYWPM1ZfvMGbMI9p9/mte/vfmmtH27eQ4OAAC4FgIaANjA3V368MPcufaFCya8pQS3KwPcggXSr79KAwZIX3zBMEgAAFwNAQ0ACpgiRaRKlczr3+6910xQsmiRNGWK9NRTeV4eAAC4CmZxBIBCpGlTaepUs/3cc9K339paDgAA+BcCGgAUMkOGmIlCkpKke+4xQyABAIBrIKABQCHjcEhvvy3Vri0dPWqGPSYl2V0VAACQCGgAUCgVKyZ99plUtKi0dq00apTdFQEAAImABgCFVq1a0nvvme2XXzYLZwMAAHsR0ACgEOvbVwoLM9v/93/SwYO2lgMAQKFHQAOAQu7VV6XmzaW//5buukuKj7e7IgAACi8CGgAUcl5e0qefSqVLS9u3S8OG2V0RAACFFwENAKBKlaSPPjIzPM6YYbYBAEDeI6ABACRJXbpII0ea7UcekXbtsrceAAAKIwIaAMBp1CipUyfp/Hmpd2/pzBm7KwIAoHAhoAEAnNzdpY8/lipUkPbulR5+WLIsu6sCAKDwIKABAFIpW1ZasEDy8DCTh7z5pt0VAQBQeBDQAABphIRIERFm+6mnpE2b7K0HAIDCgoAGAEjXE09Id98tJSaarydO2F0RAAAFHwENAJAuh0N67z3pxhulP/+UuneXPvhA+v13uysDAKDg8rC7AACA6ypeXPrsM6l5czPMMWWoY3Cw1KaN1LateQUH21cjAAAFCQENAHBV9epJmzebxavXr5e2bZMOHjSvOXPMOZUqmaCWEtqqVDE9cAAA4PoQ0AAA11SvnvTKK2b7zBlp40Zp3ToT2LZulQ4dMsMfP/jAnHPDDSaotWrl0KVLxXTunFSypE3FAwCQjxDQAADXxc9P6tzZvCTp7FkpKupyYNuyxTyz9tFH0kcfeUjqoLAwqUgRqUwZM43/lV/T21e2rOTvb9ZlK8j+/tv8vEJD6XEEABgENABAthQrJnXqZF6SdP785cC2bl2ytmyxlJDgrgsXpD/+MK/McDikLl2k6dOlypVzrXzb/P231LKltHu3NHWq9OSTdlcEAHAFBDQAQI7y9ZU6dDCvxMQkLV26TK1b36bTpz11/LiZrj/l65XbV+47eVKyLOnrr83wyldflR5+uOD0Ml28KPXsacKZJI0ZI91/v1S6tJ1VAQBcAQENAJCrHA4zLNLf30wekhmXLkl79kiPPGKedxs82Mwm+d57UsWKuVtvbktOlvr3lzZsMLNkBgRI+/ZJ48ZJ//uf3dUBAOzGOmgAAJfj4SHVrWtCzKuvSj4+0sqVZt+sWaZ3Lb965hnp008lT09p4ULprbfM/rfekvbutbc2AID9CGgAAJfl7i6Fh0vff2/WYouLkx58ULr9dunwYburu35Tp0pTppjt2bOl9u2ljh3N57l0SXr6aTurAwC4AgIaAMDl1awpffedmerf21tatkyqU8dM659fetMWLDBhUzKf4777Lh+LiDC9hkuWSKtW2VMfAMA1ENAAAPmCu7v07LPSjh1S06bS6dPmWa4ePaSjR+2u7uq++Ub6v/8zYXLoUDPM8Uo33SQ9+qjZfuopKSkp72sEALgGAhoAIF+pXdtMHPLyy+Y5rq++Mr1pH3/smr1pP/8s3XGHFB9vZm783//Sn41y9GizmPePP5rn7AAAhRMBDQCQ73h4SCNGmN60m282a4rdf7/Uq5cUG2t3dZcdOSJ17SqdOiWFhEhz52a8+Hbp0tKoUWb7xRelM2fyrEwAgAshoAEA8q26daVNm6Tx401v2qJFpjftk0/s702Li5O6dZMOHZJuvFFavFgqUuTq3zN0qFS9ugmZEyfmTZ0AANdCQAMA5GuenqbHaetWqWFD6a+/zAQcTZqYUGRHUEtMlO66S4qOlsqVMwtulylz7e/z8pImTzbbr74q/f57rpYJAHBBBDQAQIHQoIG0ebM0dqxUtKgZ/tijh9S4sfTll3kX1CxLevhhKTLS1LF0qVS1aua/v0cPqW1b88za88/nWpkAABdFQAMAFBheXuY5roMHTbgpVsysodazp3lWbeFCKTk5d2sYNcpM/+/ubqbWb9Lk+r7f4TBrpTkc0rx5UlRU7tQJAHBNtge0adOmKTg4WD4+PmrevLm2bNmS4bm7du1S7969FRwcLIfDoalTp6Y5Z8OGDerevbuCgoLkcDi0aNGiVMcTExP13HPPqV69eipatKiCgoL0wAMP6MiRI6nOS7nHla+JPBAAAPlCmTLShAnSgQNmMpFixcxww169pEaNpC++yJ2g9vbb0ksvXd7u2jVr12nUSBowwGyHh9v/PB0AIO/YGtDmz5+v8PBwjR49Wjt27FCDBg3UuXNnHTt2LN3zz58/r6pVq2rixIkKDAxM95xz586pQYMGmjZtWobX2LFjh0aOHKkdO3boiy++0N69e3XHHXekOXfcuHE6evSo8/X4449n/cMCAPJcmTJmOv6DB6UXXpD8/Mw09r17m+fVPvss54LakiXSY4+Z7dGjpYceyt71XnrJDJHctEmaPz/79QEA8gdbA9qUKVM0aNAgDRw4ULVr19aMGTPk6+urmTNnpnt+06ZNNXnyZPXt21fe3t7pntO1a1e99NJLuvPOO9M9XqJECUVGRuqee+7RTTfdpBYtWujNN9/U9u3bdejQoVTn+vn5KTAw0PkqWrRo9j4wAMAWpUubwHPwoJlQpHhx6aefpLvvNs+uLViQ9aAWHy9t2CD16WOu8eCDJqBlV1CQ9NxzZvu556QLF7J/TQCA6/Ow68YJCQnavn27RowY4dzn5uamjh07KiqPB9yfPn1aDodDJUuWTLV/4sSJGj9+vCpVqqT77rtPw4cPl4dHxj+y+Ph4xcfHO9/HxcVJMsMqExMTc6X2zEq5v911IH+i/SCrXK3t+PmZZ8Qef1x6/XU3vfGGm3budOiee6TatS0991ySKlY066qdOiWdOuVwbv/9t9k+fdpsm33ShQuXV53u3DlZb7yRpEuXcqbeJ56Q3nnHQ4cOOfTqq0l67rlcfoDOxbha+0H+QvtBduRG+8nstWwLaCdOnFBSUpICAgJS7Q8ICNCePXvyrI6LFy/queee07333qvixYs79z/xxBO6+eab5e/vr40bN2rEiBE6evSopkyZkuG1JkyYoLFjx6bZv3LlSvn6+uZK/dcrMjLS7hKQj9F+kFWu2HaaNpXeestTX31VVV99VU0//+yp/v2z9p9Fh8NSo0bHNGDAVkVGJuVonXfddYOmTm2s//7X0g03rFapUvHX/qYCxhXbD/IP2g+yIyfbz/nz5zN1nm0BzRUkJibqnnvukWVZmj59eqpj4eHhzu369evLy8tLjzzyiCZMmJDh8MoRI0ak+r64uDhVrFhRoaGhqcKfHRITExUZGalOnTrJ09PT1lqQ/9B+kFX5oe3cc4/pIXvzzSR99JGb3NykkiUtlSollSwplSplqWTJ1NulSpntEiXMdokSkpubv6TOOV5fly7St98ma9s2D33zTahmzMjZAOjK8kP7geui/SA7cqP9pIyuuxbbAlqZMmXk7u6u2NjYVPtjY2MznAAkJ6WEs99//11r1qy5ZoBq3ry5Ll26pIMHD+qmm25K9xxvb+90w5unp6fL/GJwpVqQ/9B+kFWu3nbKljXrp10eBOG42ul57rXXpFtvlWbNctMTT7ipQQO7K8pbrt5+4NpoP8iOnGw/mb2ObZOEeHl5qXHjxlq9erVzX3JyslavXq2QkJBcvXdKONu3b59WrVql0qVLX/N7oqOj5ebmpnLlyuVqbQAA/FurVmZCE8uSnnqKafcBoCCzdYhjeHi4+vfvryZNmqhZs2aaOnWqzp07p4EDB0qSHnjgAVWoUEETJkyQZCYW+fnnn53bhw8fVnR0tIoVK6bq1atLks6ePav9+/c773HgwAFFR0fL399flSpVUmJiou666y7t2LFDS5YsUVJSkmJiYiRJ/v7+8vLyUlRUlDZv3qx27drJz89PUVFRGj58uO6//36VKlUqL39EAABIkiZOlL78Ulq9Wlq6VLr9drsryl2XLknPP++myMhbVK+eVLWq3RUBQN6wNaD16dNHx48f16hRoxQTE6OGDRtq+fLlzolDDh06JDe3y518R44cUaNGjZzvIyIiFBERoTZt2mjdunWSpG3btqldu3bOc1KeCevfv79mz56tw4cPa/HixZKkhg0bpqpn7dq1atu2rby9vTVv3jyNGTNG8fHxqlKlioYPH57q+TIAAPJS1arSsGHSpEnS009LnTtLBXXUVlyceTZwxQp3SWX1f/+XrPXrpatMpAwABYbtv+rCwsIUFhaW7rGU0JUiODhY1jXGdbRt2/aq52TmGjfffLM2bdp01XMAAMhr//mPNGuWtHevNGOGWS6goDl0SOrWTdq5U/L1tWRZl7Rxo6fGjDFr2QFAQWfrQtUAACDzSpSQxo0z22PGmHXYCpJt26TmzU04CwyU1qy5pLCwaEnSyy+b4Z0AUNAR0AAAyEcefliqU0c6eVIKDZVeeUXasUNKzudrWC9aJLVuLcXESPXqSZs3SzffLLVseUQPP5wky5Luv1/61+TPAFDgENAAAMhHPDyk1183z59t2yY9/7zUuLFUrpzUp4/03nvS77/bXWXmWZY0ZYrUq5d04YJ5tu7bb6VKlS6fExGRrDp1THjr3z//h1EAuBoCGgAA+Uz79tLu3Saode8uFSsm/fWX9Omn0qBBUnCwdOON0mOPSQsXmoW4XdGlS9LQoZeXDhgyRFqyRPr30qS+vtL8+VKRItKKFdKrr9pTLwDkBQIaAAD5ULVqZpKQxYvNcMdvvpFGjZJuuUVyd5f27ZOmTzc9U6VLSyEh0siR0oYNUkKC3dWbmRq7dzc1OhwmdL31VsYzNdapYwKpZCZLYS4vAAUVAQ0AgHzO09MsZj12rPTdd6Y3bdEi0zt1441mSOCmTWYWxDZtpFKlzFDCCROkqCgpMTFv6/3jD1Pv8uWmV+yLL6TwcBPUruahh8wwzkuXpHvvdd2eQQDIDtun2QcAADmrRAmpRw/zkszU9atWSZGR5uuJE9LKleYlmSGErVpJbduaV5MmubfG2vbtpufs6FEzU+NXX5n7ZYbDIb39trR1q/Tbb9LgwWbo47WCHQDkJwQ0AAAKuEqVpAcfNK/kZGnXLmndOvNav970uOVFYFu82PR8nT8v1a1rnjerXPn6rlGihDRvnhnKuWCB1LGjCWoAUFAQ0AAAKETc3Mw09vXqmWfYriewtWolBQVJJUumfZUokfHzY5Zlnh8bPtxsh4aaCU1KlMjaZ2jaVJo4UXr6aenJJ83zdfXqZe1aQE65dEmKiJBatpRuvdXuapCfEdAAACjE0gtsP/98ObCtW5c2sGWkWLH0w1tcnOk9k6RHHpHeeCP7PXLDh5uFq7/+2jyXtnWrVLRo9q4JZMf770sjRkgBAeY5y9waJoyCj4AGAACc3NzM8MO6daWwsNSBbcsWM2PkqVOpX+fOme89e9a8/vwz7XUdDmny5MxNBpLZOufMkRo0MEsODBsmvftu9q8LZEVS0uXlH2Jjzf84uOMOe2tC/kVAAwAAGboysGUkMdH0kv07uKW84uLM2m1t2uRsbWXLSh9/LHXoYBbo7tBB6ts3Z+8BZMZXX5mlLVK8/z4BDVlHQAMAANni6WnWWitdOu/v3a6d9OKL0vjxZrKQpk3NGnFAXoqIMF/vvNMsDr90qZmptHx5e+tC/sQ6aAAAIF8bNcpMynDmjOlBc4WFuFF4REWZ9Qe9vKRp06QWLcyQxw8/tLsy5FcENAAAkK95eJihjv7+0rZtZqIGIK+k9J7df7/pMXvoIfP+/ffNrKXA9SKgAQCAfK9iRWnWLLM9ZYoZYgbktv37zZBGSXrqKfO1Tx+zNMUvv5ieNeB6EdAAAECBcMcd0hNPmO3+/c1U50BumjLF9JJ16ybVrm32+flJ99xjtmfOtK825F8ENAAAUGBMmiQ1amTWbqtXT3rlFenCBburQkF0/PjlXtunn059LGWY46efmmcjgetBQAMAAAWGt7f02WdmfbTTp6Xnn5duvNH8Qzopye7qUJBMny5dvCg1bpx2CYmWLU27O3dOmj/fnvqQfxHQAABAgVK1qrRjh/TBB1KlSmbh7AcflBo2lJYtY+IGZN+FC9Kbb5rtZ55Ju/i6w2HanGQmCwGuBwENAAAUOG5u0v/9n7R3rzR5slSqlLRzp3lWqH17aevWnLlPcrKZOXLcOCksTNqzJ2euC9f2wQdmiGPlylLv3umf07+/5O4ubdok/fxz3taH/I2ABgAACiwfH/N80K+/mp4Ob29p3TqpWTMz297+/dd/zVOnpAULpIEDpaAgszj26NFmDawmTaRPPsnpTwFXkpwsvfqq2R4+3CzzkJ7AQPM/BCQmC8H1IaABAIACr1QpM4HIL7+Yng2Hw0zgUKuW9Pjj0rFjGX+vZZnet1deMc8alSljZumbPVuKjTWz9vXqJbVubZ45uu8+6bHHzPNJKHgWL5b27ZNKlrw8GUhGUo5/8AELqCPzCGgAAKDQqFTJBKvoaKlrV+nSJfMsUbVq0vjxJmBJ0tmz5h/iQ4aYYWz16pkJRzZsMJON1Kpl1r1avVo6cUL6/HNpzRpp5EgT/qZPNxNF/PabnZ8WuSFlYepHH5WKFbv6uV27SgEBZjgka/MhswhoAACg0Klf30wYsmaNGZZ49qw0apRUvbrUqZNUurTUo4f09ttmPTUfH+m220yY++0380xRRIR5ns3Ly1zT3d08i7Zsmfn+HTukm2+WFi2y9aMiB0VFmcWnvbxMz+u1eHqaHluJyUKQeQQ0AABQaLVrJ23eLM2bZ2Z/jImRVq0yw9GqVDETfyxbJp08aXpAhg41+6+mSxfp+++lW24xU/3feafpbUtMzJvPhNyT0nt2//1S+fKZ+56U2Ry//lo6fDh36kLBQkADAACFmpubmTBk926zXtrUqWb711+lN94ww9SKFLm+a1asaCYjeeop837KFPP82h9/5HT1yCv790sLF5rt8PDMf99NN5nhrsnJ5lk04FoIaAAAADLD1gYMkJ58UqpZM+3aVtfL09P0uCxcKJUoYYbHNWokrViRI+Uij732mpkw5rbbpDp1ru97UyYLmTmTdfhwbRlMDAoAAICc0LOneR7t7rvN165dpRdekMaMMc+tXQ/LMj1727ebV0yMWTog5eXjk/p9evt8fCRfX+nGG82MlLi2EydM76pklmu4XnffLT3xhOmF27DB9KYCGSGgAQAA5LKqVc3kEuHhZobHl14y7+fONetlpSc5OXUY277dBLzTp3OursBAM0Plla/ata9/SGdB99Zb0oULUuPGWQtXxYqZYbTvv2960QhouBoCGgAAQB7w8TH/0G/VSho8WFq71gx5nDdPuvVW07vy7zAWF5f2Ot7eUoMGJiwEB5vJR+Ljzbpr8fFpX+ntP31a+v130wMXEyNFRl6+vpubmc3y38GtatXr7/ErCC5cMLN3SmbR86wOfX3oIRPQFiyQXn/dDHsF0kNAAwAAyEP33Wem37/rLmnXLjNVf7Fi6YcxH5/LYSzlVbu2eb4tu86eNff/6afUrxMnzILev/xi1ndLUaSIefYqKOjysMn0vmZ0LDBQatYs+8/25bUPPjDrmFWubP7MsqpFC7N+3u7dJpQ/8kjO1YiChYAGAACQx2rWNNP7P/aYCQBxcSbINGyYOozVqpUzYSw9xYpJzZubVwrLkmJj04a2XbtMT9K2bdm7Z7Nm0tixUufO+SOoJSdLr75qtocPlzyy8S9nh8P0oj39tBnmSEBDRghoAAAANihaVJo920zF73CYMJadAJATHA7T0xUYaBbsTpGUZJ6H27lT+uuv1EMnr/ya3r6Urz/8IG3ZYiZJCQkxQa1jR9cOal99Je3bJ5UseXkmxuz4v/+Tnn/e/Bx27pTq1s3+NVHwENAAAABs4nBI9evbXcW1ububWR9vvDHr14iNlSZNMs/hRUVJoaFmfbBx48yC4TkV1M6fN4tCf/GFu44ebSRfX0eWg+Dkyebro4+aHsfsKldO6t7dLL3w/vtm6n7g31gHDQAAALkuIMAMF/ztN7PWnLe3mcmyQwepbVtp/fqsX/vcOTP5xj33SGXLmmfF5s5109q1lRQa6qGaNc29T5zI/DWjokx9np7S449nvbZ/S+mJ+/BDKSEh566LgoOABgAAgDxTvrw0daoZMhkWZhYI37DBhLT27aVvvsncdc6elebPN2GsbFkTzhYsMD1owcFSeHiSunQ5oGLFLP3yi3n2q0IFqV8/c79rLRid8uzZ/febmnNK587men/9JS1enHPXRcFBQAMAAECeq1BBeuMNE9Qee8z0VK1dK7VubZ5/27gx7fecOSN98onUq5cJZX37mpkmL1wwywA8+6y0davppZs4MVlDhvyoQ4cu6Z13zMyZCQlm7bk2bcyMlFOnSidPpr3P/v3SF1+Y7aeeytnP7eEhDRhgtt9/P2evjYKBgAYAAADb3HCDNG2aCUWDB5sAs2qVeT6tSxcz9PHjj6WePU0ou+8+8wzXxYtmvbYRI8y6cfv3S6+8IjVpkvp5s2LFpEGDzDlbt0oPP2wmaNm928zMWKGC9MADZjhjSq/aa6+Z7dtuM0Eupz34oPm6YoX0xx85f33kbwQ0AAAA2K5SJentt82siQ8/bCYmWbHCDH28/37pyy/NjJA33ii98IL0/fdmrbaXXza9Y5mZBKRJE+ndd6UjR8xkJQ0amKD34YdmAfH69aUpU6RZs8z5Tz+dO5+1enXTU2hZ0pw5uXMP5F8ENAAAALiM4GATon75RRo40DyjVrOmNHKk9OOP0p490ksvmTXjsjrzY/HiZmbG7783k4EMGGAW4t650wxpvHDBhL62bXPuc/1bymQhM2ea9daAFAQ0AAAAuJyqVU14uXhR+vlnMx1/vXo5u26awyG1aGF6zI4ckV5/3QxpdHc3ITA312i76y4TFA8cyN4Mlih4CGgAAABwWQ5H3ixmXbKkmU7/p5/MtP1du+bu/Xx9pXvvNdtMFoIrEdAAAACAfzgcZo22vJAyWcjnn0unTuXNPeH6CGgAAACADZo2lerWNcM4P/nE7mrgKjzsLgAAAAAojBwOM1nI8OHSjBlStWqm987bW/LxyXjbI4v/grcsKSnJTEqSnGyulxfDR3F9CGgAAACATe6/3yyw/eOPUufOmfseN7fLYc3LywSv5OTL4Sujr/9WrZr0xBNmtkw/v5z9XMg6AhoAAABgkzJlpFdfNYtxX7xo1nqLj0+7nZR0+XuSk81SABcuZO/ev/4qPfmkNGqUWST88celihWzd01kHwENAAAAsNHjj5vX1SQlpQ1uKS83t8svd/fUXzPal5QkLVggvfaaWXNu8mSzSPfdd0vh4eb5ONiDgAYAAAC4OHd3MzW/r2/OXXPIENNztmyZCWdr10rz5plXq1YmqN1xh7k38g6zOAIAAACFlJubdPvt0po10vffSw88IHl6St9+K/XqJd14o1nA+8wZuystPAhoAAAAANSwoTRnjnTwoPSf/0ilSkm//WaeU6tY0Uxm8scf176OZZmhmH/9Zc7fs0favl3atCn7z80VBrYHtGnTpik4OFg+Pj5q3ry5tmzZkuG5u3btUu/evRUcHCyHw6GpU6emOWfDhg3q3r27goKC5HA4tGjRojTnWJalUaNGqXz58ipSpIg6duyoffv2pTrn5MmT6tevn4oXL66SJUvqoYce0tmzZ7P7cQEAAACXFhQk/fe/Jly99ZZUo4Z0+rR5Tq1KFalrV6l7d6lDB6lFC6lePTMjZGCgmQ3Sw0MqUsRMgFKpklSrltSkiRQSIlWvLs2cmXrSk9ySkGAC5/nzuX+vnGRrQJs/f77Cw8M1evRo7dixQw0aNFDnzp117NixdM8/f/68qlatqokTJyowMDDdc86dO6cGDRpo2rRpGd530qRJev311zVjxgxt3rxZRYsWVefOnXXx4kXnOf369dOuXbsUGRmpJUuWaMOGDRo8eHD2PjAAAACQTxQtKj36qOkBW7xYatfOBKvly6UlS8ywyM2bpZ07TU9bbKx09mzqKf29vExPXIUKUunS0pEjZu23Ro3MdSwr5+u+cEF6800TBgcMkN59N+fvkZtsnSRkypQpGjRokAYOHChJmjFjhpYuXaqZM2fq+eefT3N+06ZN1fSfKWXSOy5JXbt2VdeuXTO8p2VZmjp1ql588UX16NFDkvTBBx8oICBAixYtUt++fbV7924tX75cW7duVZMmTSRJb7zxhm677TZFREQoKCgoW58bAAAAyC/c3EyPWffu5jm1774za7D5+poQl/K68n3K9pWLasfHS9OmSS+9JP30k+mJ69jR9Mw1bJj9Os+ckaZPNxOexMaafYGBUrFi2b92XrItoCUkJGj79u0aMWKEc5+bm5s6duyoqKioXLvvgQMHFBMTo44dOzr3lShRQs2bN1dUVJT69u2rqKgolSxZ0hnOJKljx45yc3PT5s2bdeedd6Z77fj4eMXHxzvfx8XFSZISExOVmJiYS58oc1Lub3cdyJ9oP8gq2g6yg/aD7KD95I66dc0rMyxLuvLH7+ZmlhPo10965RU3TZvmplWrHLr5Zkv9+lkaOzYpS+uwnTwpvfmmud7ffzskSZUrW3rqqWQNGJAsH5/UdWRGbrSfzF7LtoB24sQJJSUlKSAgINX+gIAA7dmzJ9fuGxMT47zPv++bciwmJkblypVLddzDw0P+/v7Oc9IzYcIEjR07Ns3+lStXyjcn50TNhsjISLtLQD5G+0FW0XaQHbQfZAftxzW1aSPVrOmrjz6qpW++uUEffeTQp59a6t79V/XqtU9Fi1665jX+/ttbX35ZTcuXV9HFi2YtgKCgs+rd+xe1afOnPDwsrVmTvTpzsv2cz+TDcKyDloNGjBih8PBw5/u4uDhVrFhRoaGhKl68uI2VmcQeGRmpTp06ydPT09ZakP/QfpBVtB1kB+0H2UH7yR8GDpS2bbuk555z0zffuOvzz2/U+vU19OKLyRo0KFnp/dEdOiS9+qqbZs50U3y86TGrX9/Sc88lqVcvb7m715NUL1t15Ub7SRlddy22BbQyZcrI3d1dsSkDRP8RGxub4QQgOSHl2rGxsSpfvnyq+zb8Z/BrYGBgmolKLl26pJMnT161Nm9vb3l7e6fZ7+np6TK/GFypFuQ/tB9kFW0H2UH7QXbQflxfSIi0fr301VfSc89Je/Y4NGyYu6ZNc9fEidKdd0oOh/TLL9LEidKHH0qX/ulga9FCeuEFqVs3hxyOnI82Odl+Mnsd22Zx9PLyUuPGjbV69WrnvuTkZK1evVohISG5dt8qVaooMDAw1X3j4uK0efNm531DQkJ06tQpbd++3XnOmjVrlJycrObNm+dabQAAAEBh5HBId9xhJg+ZPl0qV07at0/q3Vtq1Urq08dM1z9rlgln7dtLq1dLGzeahbYdDrs/Qc6xdYhjeHi4+vfvryZNmqhZs2aaOnWqzp0755zV8YEHHlCFChU0YcIESWZikZ9//tm5ffjwYUVHR6tYsWKqXr26JOns2bPav3+/8x4HDhxQdHS0/P39ValSJTkcDg0bNkwvvfSSatSooSpVqmjkyJEKCgpSz549JUm1atVSly5dNGjQIM2YMUOJiYkKCwtT3759mcERAAAAyCUeHtKQIWYikcmTpVdfNSEsxe23mx6zFi3sqzG32RrQ+vTpo+PHj2vUqFGKiYlRw4YNtXz5cucEHocOHZKb2+VOviNHjqhRo0bO9xEREYqIiFCbNm20bt06SdK2bdvUrl075zkpz4T1799fs2fPliQ9++yzOnfunAYPHqxTp06pVatWWr58uXx8fJzf9/HHHyssLEwdOnSQm5ubevfurddffz23fhQAAAAA/uHnJ40bZ8Laf/9r1lcLD5caNLC7stxn+yQhYWFhCgsLS/dYSuhKERwcLOsaq9m1bdv2muc4HA6NGzdO48aNy/Acf39/zZ0796rXAQAAAJB7goLM2mmFiW3PoAEAAAAAUiOgAQAAAICLIKABAAAAgIsgoAEAAACAiyCgAQAAAICLIKABAAAAgIsgoAEAAACAiyCgAQAAAICLIKABAAAAgIsgoAEAAACAiyCgAQAAAICLIKABAAAAgIsgoAEAAACAiyCgAQAAAICLIKABAAAAgIsgoAEAAACAiyCgAQAAAICLIKABAAAAgIvwsLuAgsyyLElSXFyczZVIiYmJOn/+vOLi4uTp6Wl3OchnaD/IKtoOsoP2g+yg/SA7cqP9pGSClIyQEQJaLjpz5owkqWLFijZXAgAAAMAVnDlzRiVKlMjwuMO6VoRDliUnJ+vIkSPy8/OTw+GwtZa4uDhVrFhRf/zxh4oXL25rLch/aD/IKtoOsoP2g+yg/SA7cqP9WJalM2fOKCgoSG5uGT9pRg9aLnJzc9MNN9xgdxmpFC9enF9SyDLaD7KKtoPsoP0gO2g/yI6cbj9X6zlLwSQhAAAAAOAiCGgAAAAA4CIIaIWEt7e3Ro8eLW9vb7tLQT5E+0FW0XaQHbQfZAftB9lhZ/thkhAAAAAAcBH0oAEAAACAiyCgAQAAAICLIKABAAAAgIsgoAEAAACAiyCgFQLTpk1TcHCwfHx81Lx5c23ZssXukuCCNmzYoO7duysoKEgOh0OLFi1KddyyLI0aNUrly5dXkSJF1LFjR+3bt8+eYuFyJkyYoKZNm8rPz0/lypVTz549tXfv3lTnXLx4UUOHDlXp0qVVrFgx9e7dW7GxsTZVDFcyffp01a9f37kgbEhIiL7++mvncdoOMmvixIlyOBwaNmyYcx/tBxkZM2aMHA5HqlfNmjWdx+1qOwS0Am7+/PkKDw/X6NGjtWPHDjVo0ECdO3fWsWPH7C4NLubcuXNq0KCBpk2blu7xSZMm6fXXX9eMGTO0efNmFS1aVJ07d9bFixfzuFK4ovXr12vo0KHatGmTIiMjlZiYqNDQUJ07d855zvDhw/XVV19pwYIFWr9+vY4cOaJevXrZWDVcxQ033KCJEydq+/bt2rZtm9q3b68ePXpo165dkmg7yJytW7fq7bffVv369VPtp/3gaurUqaOjR486X99++63zmG1tx0KB1qxZM2vo0KHO90lJSVZQUJA1YcIEG6uCq5NkLVy40Pk+OTnZCgwMtCZPnuzcd+rUKcvb29v65JNPbKgQru7YsWOWJGv9+vWWZZn24unpaS1YsMB5zu7duy1JVlRUlF1lwoWVKlXKeu+992g7yJQzZ85YNWrUsCIjI602bdpYTz75pGVZ/O7B1Y0ePdpq0KBBusfsbDv0oBVgCQkJ2r59uzp27Ojc5+bmpo4dOyoqKsrGypDfHDhwQDExManaUokSJdS8eXPaEtJ1+vRpSZK/v78kafv27UpMTEzVhmrWrKlKlSrRhpBKUlKS5s2bp3PnzikkJIS2g0wZOnSounXrlqqdSPzuwbXt27dPQUFBqlq1qvr166dDhw5JsrfteOTq1WGrEydOKCkpSQEBAan2BwQEaM+ePTZVhfwoJiZGktJtSynHgBTJyckaNmyYWrZsqbp160oybcjLy0slS5ZMdS5tCCl++uknhYSE6OLFiypWrJgWLlyo2rVrKzo6mraDq5o3b5527NihrVu3pjnG7x5cTfPmzTV79mzddNNNOnr0qMaOHatbb71VO3futLXtENAAADlq6NCh2rlzZ6px/MC13HTTTYqOjtbp06f12WefqX///lq/fr3dZcHF/fHHH3ryyScVGRkpHx8fu8tBPtO1a1fndv369dW8eXNVrlxZn376qYoUKWJbXQxxLMDKlCkjd3f3NLPNxMbGKjAw0KaqkB+ltBfaEq4lLCxMS5Ys0dq1a3XDDTc49wcGBiohIUGnTp1KdT5tCCm8vLxUvXp1NW7cWBMmTFCDBg30v//9j7aDq9q+fbuOHTumm2++WR4eHvLw8ND69ev1+uuvy8PDQwEBAbQfZFrJkiV14403av/+/bb+7iGgFWBeXl5q3LixVq9e7dyXnJys1atXKyQkxMbKkN9UqVJFgYGBqdpSXFycNm/eTFuCJLMMQ1hYmBYuXKg1a9aoSpUqqY43btxYnp6eqdrQ3r17dejQIdoQ0pWcnKz4+HjaDq6qQ4cO+umnnxQdHe18NWnSRP369XNu036QWWfPntWvv/6q8uXL2/q7hyGOBVx4eLj69++vJk2aqFmzZpo6darOnTungQMH2l0aXMzZs2e1f/9+5/sDBw4oOjpa/v7+qlSpkoYNG6aXXnpJNWrUUJUqVTRy5EgFBQWpZ8+e9hUNlzF06FDNnTtXX375pfz8/Jzj80uUKKEiRYqoRIkSeuihhxQeHi5/f38VL15cjz/+uEJCQtSiRQubq4fdRowYoa5du6pSpUo6c+aM5s6dq3Xr1mnFihW0HVyVn5+f81nXFEWLFlXp0qWd+2k/yMjTTz+t7t27q3Llyjpy5IhGjx4td3d33Xvvvfb+7snVOSLhEt544w2rUqVKlpeXl9WsWTNr06ZNdpcEF7R27VpLUppX//79LcsyU+2PHDnSCggIsLy9va0OHTpYe/futbdouIz02o4ka9asWc5zLly4YD322GNWqVKlLF9fX+vOO++0jh49al/RcBkPPvigVblyZcvLy8sqW7as1aFDB2vlypXO47QdXI8rp9m3LNoPMtanTx+rfPnylpeXl1WhQgWrT58+1v79+53H7Wo7DsuyrNyNgAAAAACAzOAZNAAAAABwEQQ0AAAAAHARBDQAAAAAcBEENAAAAABwEQQ0AAAAAHARBDQAAAAAcBEENAAAAABwEQQ0AAAAAHARBDQAAFyEw+HQokWL7C4DAGAjAhoAAJIGDBggh8OR5tWlSxe7SwMAFCIedhcAAICr6NKli2bNmpVqn7e3t03VAAAKI3rQAAD4h7e3twIDA1O9SpUqJckMP5w+fbq6du2qIkWKqGrVqvrss89Sff9PP/2k9u3bq0iRIipdurQGDx6ss2fPpjpn5syZqlOnjry9vVW+fHmFhYWlOn7ixAndeeed8vX1VY0aNbR48WLnsb///lv9+vVT2bJlVaRIEdWoUSNNoAQA5G8ENAAAMmnkyJHq3bu3fvjhB/Xr1099+/bV7t27JUnnzp1T586dVapUKW3dulULFizQqlWrUgWw6dOna+jQoRo8eLB++uknLV68WNWrV091j7Fjx+qee+7Rjz/+qNtuu039+vXTyZMnnff/+eef9fXXX2v37t2aPn26ypQpk3c/AABArnNYlmXZXQQAAHYbMGCAPvroI/n4+KTa/5///Ef/+c9/5HA4NGTIEE2fPt15rEWLFrr55pv11ltv6d1339Vzzz2nP/74Q0WLFpUkLVu2TN27d9eRI0cUEBCgChUqaODAgXrppZfSrcHhcOjFF1/U+PHjJZnQV6xYMX399dfq0qWL7rjjDpUpU0YzZ87MpZ8CAMBuPIMGAMA/2rVrlyqASZK/v79zOyQkJNWxkJAQRUdHS5J2796tBg0aOMOZJLVs2VLJycnau3evHA6Hjhw5og4dOly1hvr16zu3ixYtquLFi+vYsWOSpEcffVS9e/fWjh07FBoaqp49e+qWW27J0mcFALgmAhoAAP8oWrRomiGHOaVIkSKZOs/T0zPVe4fDoeTkZElS165d9fvvv2vZsmWKjIxUhw4dNHToUEVEROR4vQAAe/AMGgAAmbRp06Y072vVqiVJqlWrln744QedO3fOefy7776Tm5ubbrrpJvn5+Sk4OFirV6/OVg1ly5ZV//799dFHH2nq1Kl65513snU9AIBroQcNAIB/xMfHKyYmJtU+Dw8P50QcCxYsUJMmTdSqVSt9/PHH2rJli95//31JUr9+/TR69Gj1799fY8aM0fHjx/X444/r//7v/xQQECBJGjNmjIYMGaJy5cqpa9euOnPmjL777js9/vjjmapv1KhRaty4serUqaP4+HgtWbLEGRABAAUDAQ0AgH8sX75c5cuXT7Xvpptu0p49eySZGRbnzZunxx57TOXLl9cnn3yi2rVrS5J8fX21YsUKPfnkk2ratKl8fX3Vu3dvTZkyxXmt/v376+LFi3rttdf09NNPq0yZMrrrrrsyXZ+Xl5dGjBihgwcPqkiRIrr11ls1b968HPjkAABXwSyOAABkgsPh0MKFC9WzZ0+7SwEAFGA8gwYAAAAALoKABgAAAAAugmfQAADIBJ4IAADkBXrQAAAAAMBFENAAAAAAwEUQ0AAAAADARRDQAAAAAMBFENAAAAAAwEUQ0AAAAADARRDQAAAAAMBFENAAAAAAwEX8P1q7fmcPB7J3AAAAAElFTkSuQmCC"},"metadata":{}}]},{"cell_type":"markdown","source":"## **Evaluating the model**","metadata":{}},{"cell_type":"markdown","source":"**MORGAN-STANLEY**","metadata":{}},{"cell_type":"code","source":"model.regressor.load_state_dict(torch.load('/kaggle/working/model/model_epoch_49.pth'))","metadata":{"execution":{"iopub.status.busy":"2024-07-31T20:40:40.865302Z","iopub.execute_input":"2024-07-31T20:40:40.865694Z","iopub.status.idle":"2024-07-31T20:40:40.874182Z","shell.execute_reply.started":"2024-07-31T20:40:40.865659Z","shell.execute_reply":"2024-07-31T20:40:40.873386Z"},"trusted":true},"execution_count":48,"outputs":[{"execution_count":48,"output_type":"execute_result","data":{"text/plain":"<All keys matched successfully>"},"metadata":{}}]},{"cell_type":"code","source":"Stock_news = {}\n\n# Iterate through the data\nfor month, news in training_data['MS'].items():\n    # Initialize an empty list for each month\n    Stock_news[month] = [item['title'] for item in news]\n        \n\ntrue_stocks={}\nfor month,stock in stock_price_history_data['MS'].items():\n    true_stocks[month]=stock['percentage_change']","metadata":{"execution":{"iopub.status.busy":"2024-07-31T20:51:21.647396Z","iopub.execute_input":"2024-07-31T20:51:21.647805Z","iopub.status.idle":"2024-07-31T20:51:21.653726Z","shell.execute_reply.started":"2024-07-31T20:51:21.647776Z","shell.execute_reply":"2024-07-31T20:51:21.652756Z"},"trusted":true},"execution_count":102,"outputs":[]},{"cell_type":"code","source":"query_text = [\"Latest stock prices news headlines\"]\nquery_vector = vectorizer.transform(query_text).toarray().astype('float32')","metadata":{"execution":{"iopub.status.busy":"2024-07-31T20:51:39.130702Z","iopub.execute_input":"2024-07-31T20:51:39.131068Z","iopub.status.idle":"2024-07-31T20:51:39.137463Z","shell.execute_reply.started":"2024-07-31T20:51:39.131042Z","shell.execute_reply":"2024-07-31T20:51:39.136524Z"},"trusted":true},"execution_count":103,"outputs":[]},{"cell_type":"code","source":"top_stock_news={}","metadata":{"execution":{"iopub.status.busy":"2024-07-31T20:51:41.942059Z","iopub.execute_input":"2024-07-31T20:51:41.942421Z","iopub.status.idle":"2024-07-31T20:51:41.946616Z","shell.execute_reply.started":"2024-07-31T20:51:41.942393Z","shell.execute_reply":"2024-07-31T20:51:41.945702Z"},"trusted":true},"execution_count":104,"outputs":[]},{"cell_type":"code","source":"for month,news in Stock_news.items():\n    headline_embeddings =vectorizer.transform(news).toarray()\n    index = faiss.IndexFlatL2(headline_embeddings.shape[1])\n    index.add(headline_embeddings)\n    \n    # Search for the top 5 most similar headlines\n    distances, indices = index.search(query_vector, 5)\n    \n    # Retrieve the top 5 headlines\n    top_stock_news[month] = [news[i] for i in indices[0]]","metadata":{"execution":{"iopub.status.busy":"2024-07-31T20:51:51.887435Z","iopub.execute_input":"2024-07-31T20:51:51.888050Z","iopub.status.idle":"2024-07-31T20:51:51.968519Z","shell.execute_reply.started":"2024-07-31T20:51:51.888020Z","shell.execute_reply":"2024-07-31T20:51:51.967566Z"},"trusted":true},"execution_count":105,"outputs":[]},{"cell_type":"code","source":"def predict_stock_price(data):\n    predictions = {}\n\n    for month, headlines in data.items():\n        # Concatenate the headlines\n        concatenated_headlines = \" \".join(headlines)\n\n        # Tokenize the concatenated headlines\n        inputs = tokenizer(concatenated_headlines, return_tensors='pt', truncation=True, max_length=512)\n        inputs = {k: v.to(device) for k, v in inputs.items()}\n\n    \n        outputs = model(**inputs)\n        predicted_stock_price = outputs.item()  \n\n        predictions[month] = predicted_stock_price\n\n    return predictions","metadata":{"execution":{"iopub.status.busy":"2024-07-31T20:51:53.341499Z","iopub.execute_input":"2024-07-31T20:51:53.341965Z","iopub.status.idle":"2024-07-31T20:51:53.348567Z","shell.execute_reply.started":"2024-07-31T20:51:53.341930Z","shell.execute_reply":"2024-07-31T20:51:53.347687Z"},"trusted":true},"execution_count":106,"outputs":[]},{"cell_type":"code","source":"predictions=predict_stock_price(top_stock_news)","metadata":{"execution":{"iopub.status.busy":"2024-07-31T20:51:54.499718Z","iopub.execute_input":"2024-07-31T20:51:54.500067Z","iopub.status.idle":"2024-07-31T20:51:54.763613Z","shell.execute_reply.started":"2024-07-31T20:51:54.500039Z","shell.execute_reply":"2024-07-31T20:51:54.762890Z"},"trusted":true},"execution_count":107,"outputs":[]},{"cell_type":"code","source":"import matplotlib.pyplot as plt\n","metadata":{"execution":{"iopub.status.busy":"2024-07-31T20:51:56.077371Z","iopub.execute_input":"2024-07-31T20:51:56.078162Z","iopub.status.idle":"2024-07-31T20:51:56.082058Z","shell.execute_reply.started":"2024-07-31T20:51:56.078131Z","shell.execute_reply":"2024-07-31T20:51:56.081082Z"},"trusted":true},"execution_count":108,"outputs":[]},{"cell_type":"code","source":"# Extract dates and values\ndates = list(true_stocks.keys())\ntrue_values = list(true_stocks.values())\npredicted_values = list(predictions.values())\n\n# Plotting\nplt.figure(figsize=(12, 6))\nplt.plot(dates, true_values, color='blue', marker='o', label='True Percentage-Change')\nplt.plot(dates, predicted_values, color='red', marker='x', linestyle='--', label='Predicted Percentage-Change')\n\n# Adding titles and labels\nplt.title('Morgan-Stanley Stock Movements (Percentage-Change)')\nplt.xlabel('Date')\nplt.ylabel('Stock Price-Percentage change')\nplt.xticks(rotation=45)\nplt.legend()\nplt.grid(True)\n\n# Display plot\nplt.tight_layout()\nplt.show()","metadata":{"execution":{"iopub.status.busy":"2024-07-31T20:52:40.337257Z","iopub.execute_input":"2024-07-31T20:52:40.337853Z","iopub.status.idle":"2024-07-31T20:52:40.782809Z","shell.execute_reply.started":"2024-07-31T20:52:40.337824Z","shell.execute_reply":"2024-07-31T20:52:40.781916Z"},"trusted":true},"execution_count":110,"outputs":[{"output_type":"display_data","data":{"text/plain":"<Figure size 1200x600 with 1 Axes>","image/png":"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"},"metadata":{}}]},{"cell_type":"markdown","source":"**CITI-GROUP Inc.**","metadata":{}},{"cell_type":"code","source":"Stock_news = {}\n\n# Iterate through the data\nfor month, news in training_data['C'].items():\n    # Initialize an empty list for each month\n    Stock_news[month] = [item['title'] for item in news]\n        \n\ntrue_stocks={}\nfor month,stock in stock_price_history_data['C'].items():\n    true_stocks[month]=stock['percentage_change']","metadata":{"execution":{"iopub.status.busy":"2024-07-31T21:09:54.876720Z","iopub.execute_input":"2024-07-31T21:09:54.877526Z","iopub.status.idle":"2024-07-31T21:09:54.882910Z","shell.execute_reply.started":"2024-07-31T21:09:54.877489Z","shell.execute_reply":"2024-07-31T21:09:54.882010Z"},"trusted":true},"execution_count":166,"outputs":[]},{"cell_type":"code","source":"query_text = [\"Latest stock prices news headlines\"]\nquery_vector = vectorizer.transform(query_text).toarray().astype('float32')","metadata":{"execution":{"iopub.status.busy":"2024-07-31T21:09:56.341024Z","iopub.execute_input":"2024-07-31T21:09:56.341620Z","iopub.status.idle":"2024-07-31T21:09:56.347565Z","shell.execute_reply.started":"2024-07-31T21:09:56.341587Z","shell.execute_reply":"2024-07-31T21:09:56.346695Z"},"trusted":true},"execution_count":167,"outputs":[]},{"cell_type":"code","source":"top_stock_news={}","metadata":{"execution":{"iopub.status.busy":"2024-07-31T21:09:58.376547Z","iopub.execute_input":"2024-07-31T21:09:58.377335Z","iopub.status.idle":"2024-07-31T21:09:58.381382Z","shell.execute_reply.started":"2024-07-31T21:09:58.377302Z","shell.execute_reply":"2024-07-31T21:09:58.380429Z"},"trusted":true},"execution_count":168,"outputs":[]},{"cell_type":"code","source":"for month,news in Stock_news.items():\n    headline_embeddings =vectorizer.transform(news).toarray()\n    index = faiss.IndexFlatL2(headline_embeddings.shape[1])\n    index.add(headline_embeddings)\n    \n    # Search for the top 5 most similar headlines\n    distances, indices = index.search(query_vector, 5)\n    \n    # Retrieve the top 5 headlines\n    top_stock_news[month] = [news[i] for i in indices[0]]","metadata":{"execution":{"iopub.status.busy":"2024-07-31T21:09:59.793906Z","iopub.execute_input":"2024-07-31T21:09:59.794649Z","iopub.status.idle":"2024-07-31T21:09:59.883855Z","shell.execute_reply.started":"2024-07-31T21:09:59.794606Z","shell.execute_reply":"2024-07-31T21:09:59.883056Z"},"trusted":true},"execution_count":169,"outputs":[]},{"cell_type":"code","source":"predictions=predict_stock_price(top_stock_news)\n","metadata":{"execution":{"iopub.status.busy":"2024-07-31T21:10:01.334671Z","iopub.execute_input":"2024-07-31T21:10:01.335488Z","iopub.status.idle":"2024-07-31T21:10:01.613555Z","shell.execute_reply.started":"2024-07-31T21:10:01.335457Z","shell.execute_reply":"2024-07-31T21:10:01.612693Z"},"trusted":true},"execution_count":170,"outputs":[]},{"cell_type":"code","source":"# Extract dates and values\ndates = list(true_stocks.keys())\ntrue_values = list(true_stocks.values())\npredicted_values = list(predictions.values())\n\n# Plotting\nplt.figure(figsize=(12, 6))\nplt.plot(dates, true_values, color='blue', marker='o', label='True Percentage-Change')\nplt.plot(dates, predicted_values, color='red', marker='x', linestyle='--', label='Predicted Percentage-Change')\n\n# Adding titles and labels\nplt.title('CITI-GROUP Inc. Stock Movements (Percentage-Change)')\nplt.xlabel('Date')\nplt.ylabel('Stock Price-Percentage change')\nplt.xticks(rotation=45)\nplt.legend()\nplt.grid(True)\n\n# Display plot\nplt.tight_layout()\nplt.show()","metadata":{"execution":{"iopub.status.busy":"2024-07-31T21:10:03.451098Z","iopub.execute_input":"2024-07-31T21:10:03.451465Z","iopub.status.idle":"2024-07-31T21:10:03.811902Z","shell.execute_reply.started":"2024-07-31T21:10:03.451434Z","shell.execute_reply":"2024-07-31T21:10:03.811121Z"},"trusted":true},"execution_count":171,"outputs":[{"output_type":"display_data","data":{"text/plain":"<Figure size 1200x600 with 1 Axes>","image/png":"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"},"metadata":{}}]}]}