APIs (application programming interfaces) are hosted on web servers. When you type www.google.com in your browser's address bar, your computer is actually asking the www.google.com server for a webpage, which it then returns to your browser. APIs work much the same way, except instead of your web browser asking for a webpage, your program asks for data. This data is usually returned in JSON format. To retrieve data, we make a request to a webserver. The server then replies with our data. In Python, we'll use the requests
library to do this.
# interacting with websites and web-APIs
import requests # easy way to interact with web sites and services
# data manipulation
import pandas as pd # easy data manipulation
We first need to understand what information can be accessed from the API. We use an example of the PatentsView API (www.patentsview.org) to make the API call and check the information we get.
The PatentsView platform is built on data derived from the US Patent and Trademark Office (USPTO) bulk data to link inventors, their organizations, locations, and overall patenting activity. The PatentsView API provides programmatic access to longitudinal data and metadata on patents, inventors, companies, and geographic locations since 1976.
To access the API, we use the request
function. In oder to tell Python what to access we need to specify the url of the API endpoint.
PatentsView has several API endpoints. An endpoint is a server route that is used to retrieve different data from the API. Examples of PatentsView API endpoints: http://www.patentsview.org/api/doc.html
Currently no key is necessary to access the PatentsView API.
When you ping a website or portal for information this is called making a request. That is exactly what the requests
library has been designed to do.
Let's build our first query URL.
Query String Format
The query string is always a single JSON object: {<field>
:<value>
}, where <field>
is the name of a database field and <value>
is the value the field will be compared to for equality (Each API Endpoint section contains a list of the data fields that can be selected for inclusion in output datasets).
We use the following base URL for the Patents Endpoint:
Base URL: http://www.patentsview.org/api/patents/query?q={criteria}
Let's go to the Patents Endpoint (http://www.patentsview.org/api/patent.html) and find the appropriate field for the organization's name.
The variable that we need is called "assignee_organization"
(organization name, if assignee is organization)
Note: Assignee: the name of the entity - company, foundation, partnership, holding company or individual - that owns the patent. In this example we are looking at universities (organization-level).
Let's build our first URL query by combining the base url with one criterion (name of the assignee_organization
)
base url: http://www.patentsview.org/api/patents/query?q=
+ criterion: {"assignee_organization":stanford university"}
"""Save the URL as a variable."""
url = 'https://api.patentsview.org/patents/query?q={"assignee_organization":"stanford university"}'
Now let's get the response using the URL defined above, using the requests
library.
"""Get response from the URL."""
r = requests.get(url)
Before you can do anything with a website or URL in Python, it’s a good idea to check the current status code of said portal.
The following are the response codes for the PatentsView API:
200
- the query parameters are all valid; the results will be in the body of the response
400
- the query parameters are not valid, typically either because they are not in valid JSON format, or a specified field or value is not valid; the “status reason” in the header will contain the error message
500
- there is an internal error with the processing of the query; the “status reason” in the header will contain the error message
Let's check the status of our response
r.status_code # Check the status code
200
We are good to go. Now let's get the content.
After a web server returns a response, you can collect the content you need by converting it into a JSON format.
JSON is a way to encode data structures like lists and dictionaries to strings that ensures that they are easily readable by machines. JSON is the primary format in which data is passed back and forth to APIs, and most API servers will send their responses in JSON format.
json = r.json() # Convert response to JSON format
By default, we get information on patent_id
, patent_number
, and patent_title
. At the end of the JSON you will see how many results are returned (variable count
) and the total number of patents found (variable total_patent_count
).
json # View JSON
{'patents': [{'patent_id': '4200770', 'patent_number': '4200770', 'patent_title': 'Cryptographic apparatus and method'}, {'patent_id': '4214918', 'patent_number': '4214918', 'patent_title': 'Method of forming polycrystalline semiconductor interconnections, resistors and contacts by applying radiation beam'}, {'patent_id': '4233671', 'patent_number': '4233671', 'patent_title': 'Read only memory and integrated circuit and method of programming by laser means'}, {'patent_id': '4234352', 'patent_number': '4234352', 'patent_title': 'Thermophotovoltaic converter and cell for use therein'}, {'patent_id': '4325611', 'patent_number': '4325611', 'patent_title': 'Electrochromic material and electro-optical display using same'}, {'patent_id': '4379697', 'patent_number': '4379697', 'patent_title': 'Stimulator array'}, {'patent_id': '4380072', 'patent_number': '4380072', 'patent_title': 'XUV Laser and method'}, {'patent_id': '4404068', 'patent_number': '4404068', 'patent_title': 'Solid state method for synthesis reactions'}, {'patent_id': '4442206', 'patent_number': '4442206', 'patent_title': 'Method of using isotropic, porous-wall polymeric membrane, hollow-fibers for culture of microbes'}, {'patent_id': '4471647', 'patent_number': '4471647', 'patent_title': 'Gas chromatography system and detector and method'}, {'patent_id': '4491760', 'patent_number': '4491760', 'patent_title': 'Force sensing polymer piezoelectric transducer array'}, {'patent_id': '4503533', 'patent_number': '4503533', 'patent_title': 'Local area communication network utilizing a round robin access scheme with improved channel utilization'}, {'patent_id': '4662379', 'patent_number': '4662379', 'patent_title': 'Coronary artery imaging system using gated tomosynthesis'}, {'patent_id': '4665523', 'patent_number': '4665523', 'patent_title': 'Method and means for error detection and correction in high speed data transmission codes'}, {'patent_id': '4665610', 'patent_number': '4665610', 'patent_title': 'Method of making a semiconductor transducer having multiple level diaphragm structure'}, {'patent_id': '4666308', 'patent_number': '4666308', 'patent_title': 'Method and apparatus for non-destructive testing using acoustic-optic laser probe'}, {'patent_id': '4672319', 'patent_number': '4672319', 'patent_title': 'Multiple pulse excitation in NMR imaging'}, {'patent_id': '4674824', 'patent_number': '4674824', 'patent_title': 'System for enhancement of optical features'}, {'patent_id': '4681449', 'patent_number': '4681449', 'patent_title': 'High speed testing of electronic circuits by electro-optic sampling'}, {'patent_id': '4699513', 'patent_number': '4699513', 'patent_title': 'Distributed sensor and method using coherence multiplexing of fiber-optic interferometric sensors'}, {'patent_id': '4700150', 'patent_number': '4700150', 'patent_title': 'External laser frequency stabilizer'}, {'patent_id': '4701006', 'patent_number': '4701006', 'patent_title': 'Optical-digital hologram recording'}, {'patent_id': '4707136', 'patent_number': '4707136', 'patent_title': 'Gated fiber optic rotation sensor with linearized scale factor'}, {'patent_id': '4718424', 'patent_number': '4718424', 'patent_title': 'NMR imaging of blood flow by moment variation of magnetic gradients'}, {'patent_id': '4728192', 'patent_number': '4728192', 'patent_title': 'Gated fiber optic rotation sensor with extended dynamic range'}], 'count': 25, 'total_patent_count': 143}
There are 143 patents for Stanford University, with 25 out of 143 results returned (we will discuss how to change the number of returned results later in the notebook).
Now let's convert the JSON into a pandas dataframe.
df = pd.DataFrame(json['patents']) # Convert to pandas dataframe
df
patent_id | patent_number | patent_title | |
---|---|---|---|
0 | 10002034 | 10002034 | System and method for detecting, collecting, a... |
1 | 10004434 | 10004434 | Microfluidic systems for electrochemical trans... |
2 | 10012627 | 10012627 | Determining stereoisomeric excess, concentrati... |
3 | 10023551 | 10023551 | Glutathione-cleavable prodrug and methods of u... |
4 | 10023905 | 10023905 | Polymerase driven NESA |
5 | 10041048 | 10041048 | Immortalization of epithelial cells and method... |
6 | 10055502 | 10055502 | System and method for detecting, collecting, a... |
7 | 10146705 | 10146705 | System and method for deterring malicious netw... |
8 | 10157450 | 10157450 | Enhancing the legibility of images using monoc... |
9 | 10160716 | 10160716 | Compounds and methods of use thereof for treat... |
10 | 10162940 | 10162940 | System and method of applying state of being t... |
11 | 10173978 | 10173978 | Small molecule androgen receptor inhibitors an... |
12 | 10175238 | 10175238 | Markers for abnormal cells |
13 | 10221283 | 10221283 | Amino-substituted polysiloxanes combined with ... |
14 | 10246739 | 10246739 | Exonuclease cycling assay |
15 | 10266490 | 10266490 | Radioprotector compounds |
16 | 10331644 | 10331644 | Process and framework for facilitating informa... |
17 | 10342881 | 10342881 | Manganese-oxo clusters as contrast agents for ... |
18 | 10351913 | 10351913 | Compositions and methods for identification of... |
19 | 10374198 | 10374198 | Electronic devices with organic nanoparticles |
20 | 10376597 | 10376597 | Targeting tumor cells with chemotherapeutic ag... |
21 | 4005311 | 4005311 | Diagnostic X-ray systems |
22 | 4044261 | 4044261 | Method and system for improving the definition... |
23 | 4263551 | 4263551 | Method and apparatus for identifying conductiv... |
24 | 4271706 | 4271706 | Ultrasonic scanner |
Now try pulling patent data for Georgetown University:
Above we were able to pull data with the default information on the patents (patent_id
, patent_number
, patent_title
).
What if we want to know about the patent title and patent year?
Let's look for those variables in the API Endpoint (http://www.patentsview.org/api/patent.html), and add those fields to our query.
To the URL created above, we will add the fields parameter: &f=["patent_title","patent_year"]
url = 'https://api.patentsview.org/patents/query?q={"assignee_organization":"stanford university"}&f=["patent_title","patent_year"]'
r = requests.get(url) # Get response from the URL
r.status_code # Check the status code
200
json = r.json() # Convert response to JSON format
json # View JSON
{'inventors': [{'inventor_id': '3952833-2', 'inventor_first_name': 'Alpheus A.', 'inventor_last_name': 'Franklin', 'inventor_lastknown_state': 'TX'}, {'inventor_id': '3952837-1', 'inventor_first_name': 'Lyman A.', 'inventor_last_name': 'Rice', 'inventor_lastknown_state': 'WI'}, {'inventor_id': '3952838-1', 'inventor_first_name': 'John H.', 'inventor_last_name': 'Osten', 'inventor_lastknown_state': 'WI'}, {'inventor_id': '3952838-2', 'inventor_first_name': 'Peter D.', 'inventor_last_name': 'Ruffalo', 'inventor_lastknown_state': 'WI'}, {'inventor_id': '3952838-3', 'inventor_first_name': 'Donald L.', 'inventor_last_name': 'Johnson', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3952839-1', 'inventor_first_name': 'Patrick R.', 'inventor_last_name': 'Brown', 'inventor_lastknown_state': 'NC'}, {'inventor_id': '3952846-1', 'inventor_first_name': 'Chung Ping', 'inventor_last_name': 'Han', 'inventor_lastknown_state': 'IN'}, {'inventor_id': '3952847-1', 'inventor_first_name': 'Hazel H.', 'inventor_last_name': 'Via', 'inventor_lastknown_state': 'FL'}, {'inventor_id': '3952851-1', 'inventor_first_name': 'Guy L.', 'inventor_last_name': 'Fougere', 'inventor_lastknown_state': 'CT'}, {'inventor_id': '3952851-2', 'inventor_first_name': 'Dennis C.', 'inventor_last_name': 'Jeffreys', 'inventor_lastknown_state': 'MA'}, {'inventor_id': '3952852-1', 'inventor_first_name': 'John Charlie', 'inventor_last_name': 'Greek, Jr.', 'inventor_lastknown_state': 'TX'}, {'inventor_id': '3952852-2', 'inventor_first_name': 'Michael Eudell', 'inventor_last_name': 'McBride', 'inventor_lastknown_state': 'TX'}, {'inventor_id': '3952852-3', 'inventor_first_name': 'Howard Carl', 'inventor_last_name': 'Tanner', 'inventor_lastknown_state': 'TX'}, {'inventor_id': '3952853-1', 'inventor_first_name': 'Edward', 'inventor_last_name': 'Feldman', 'inventor_lastknown_state': 'NJ'}, {'inventor_id': '3952855-1', 'inventor_first_name': 'James H.', 'inventor_last_name': 'Rogers', 'inventor_lastknown_state': 'KY'}, {'inventor_id': '3952859-2', 'inventor_first_name': 'Paul W.', 'inventor_last_name': 'Birman, Jr.', 'inventor_lastknown_state': 'MI'}, {'inventor_id': '3952862-1', 'inventor_first_name': 'Franklin M.', 'inventor_last_name': 'McCorkel', 'inventor_lastknown_state': 'PA'}, {'inventor_id': '3952864-1', 'inventor_first_name': 'William A.', 'inventor_last_name': 'Schlagel', 'inventor_lastknown_state': 'MN'}, {'inventor_id': '3952867-1', 'inventor_first_name': 'William F.', 'inventor_last_name': 'McCord', 'inventor_lastknown_state': 'NJ'}, {'inventor_id': '3952871-1', 'inventor_first_name': 'Arlen J.', 'inventor_last_name': 'Erickson', 'inventor_lastknown_state': 'WA'}, {'inventor_id': '3952872-1', 'inventor_first_name': 'Peter A.', 'inventor_last_name': 'Consiglio, Jr.', 'inventor_lastknown_state': 'MA'}, {'inventor_id': '3952875-1', 'inventor_first_name': 'Virginia', 'inventor_last_name': 'Lombardo', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3952876-1', 'inventor_first_name': 'David D.', 'inventor_last_name': 'Price, Jr.', 'inventor_lastknown_state': 'OK'}, {'inventor_id': '3952877-1', 'inventor_first_name': 'George F.', 'inventor_last_name': 'Kindl', 'inventor_lastknown_state': 'CT'}, {'inventor_id': '3952878-1', 'inventor_first_name': 'Jack R.', 'inventor_last_name': 'Gorham', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3952880-1', 'inventor_first_name': 'John W.', 'inventor_last_name': 'Hill', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3952880-2', 'inventor_first_name': 'Anthony J.', 'inventor_last_name': 'Sword', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3952882-1', 'inventor_first_name': 'Edwin A.', 'inventor_last_name': 'Molitor', 'inventor_lastknown_state': 'OH'}, {'inventor_id': '3952883-1', 'inventor_first_name': 'Stewart A.', 'inventor_last_name': 'Phillips', 'inventor_lastknown_state': 'IN'}, {'inventor_id': '3952884-1', 'inventor_first_name': 'Chester Thomas', 'inventor_last_name': 'Babiarz', 'inventor_lastknown_state': 'CT'}, {'inventor_id': '3952886-1', 'inventor_first_name': 'Edis', 'inventor_last_name': 'Hazne', 'inventor_lastknown_state': 'OH'}, {'inventor_id': '3952887-1', 'inventor_first_name': 'David Edward', 'inventor_last_name': 'Lutz', 'inventor_lastknown_state': 'PA'}, {'inventor_id': '3952889-1', 'inventor_first_name': 'William C.', 'inventor_last_name': 'Wanker', 'inventor_lastknown_state': 'OR'}, {'inventor_id': '3952889-2', 'inventor_first_name': 'James G.', 'inventor_last_name': 'Quinn, Jr.', 'inventor_lastknown_state': 'LA'}, {'inventor_id': '3952889-3', 'inventor_first_name': 'Fred E.', 'inventor_last_name': 'Kirby', 'inventor_lastknown_state': 'OR'}, {'inventor_id': '3952892-1', 'inventor_first_name': 'Jack Randall', 'inventor_last_name': 'Robinson', 'inventor_lastknown_state': 'OH'}, {'inventor_id': '3952892-2', 'inventor_first_name': 'Roger T.', 'inventor_last_name': 'Hilton', 'inventor_lastknown_state': 'OH'}, {'inventor_id': '3952893-1', 'inventor_first_name': 'Joseph J.', 'inventor_last_name': 'Kolesar', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3952894-1', 'inventor_first_name': 'John', 'inventor_last_name': 'Mendez', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3952897-1', 'inventor_first_name': 'Fred T.', 'inventor_last_name': 'Pickerell', 'inventor_lastknown_state': 'PA'}, {'inventor_id': '3952897-2', 'inventor_first_name': 'Dominic J.', 'inventor_last_name': 'Brignola', 'inventor_lastknown_state': 'PA'}, {'inventor_id': '3952898-1', 'inventor_first_name': 'John W.', 'inventor_last_name': 'Bayer', 'inventor_lastknown_state': 'OH'}, {'inventor_id': '3952899-1', 'inventor_first_name': 'Carl W.', 'inventor_last_name': 'Cooke', 'inventor_lastknown_state': 'CO'}, {'inventor_id': '3952901-1', 'inventor_first_name': 'Vincent N.', 'inventor_last_name': 'Conti', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3952902-1', 'inventor_first_name': 'Myron R.', 'inventor_last_name': 'Prouty', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3952903-1', 'inventor_first_name': 'Ellsworth E.', 'inventor_last_name': 'Sanders', 'inventor_lastknown_state': 'FL'}, {'inventor_id': '3952903-2', 'inventor_first_name': 'Elsmer W.', 'inventor_last_name': 'Kreeger', 'inventor_lastknown_state': 'MI'}, {'inventor_id': '3952905-1', 'inventor_first_name': 'Howard J.', 'inventor_last_name': 'Rumrill', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3952906-1', 'inventor_first_name': 'Thomas', 'inventor_last_name': 'Georgopulos', 'inventor_lastknown_state': 'FL'}, {'inventor_id': '3952908-1', 'inventor_first_name': 'John Reese', 'inventor_last_name': 'Carson', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3952910-1', 'inventor_first_name': 'Richard A.', 'inventor_last_name': 'Wheeler', 'inventor_lastknown_state': 'TX'}, {'inventor_id': '3952912-1', 'inventor_first_name': 'Walter Merton', 'inventor_last_name': 'Perry', 'inventor_lastknown_state': 'CT'}, {'inventor_id': '3952914-1', 'inventor_first_name': 'Kuno J.', 'inventor_last_name': 'Vogt', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3952916-1', 'inventor_first_name': 'Stanley J.', 'inventor_last_name': 'Phillips', 'inventor_lastknown_state': 'CT'}, {'inventor_id': '3952918-2', 'inventor_first_name': 'Edwin W.', 'inventor_last_name': 'Wlodyka', 'inventor_lastknown_state': 'MA'}, {'inventor_id': '3952919-1', 'inventor_first_name': 'John Erik', 'inventor_last_name': 'Hansen', 'inventor_lastknown_state': 'CO'}, {'inventor_id': '3952919-2', 'inventor_first_name': 'Joseph M.', 'inventor_last_name': 'Magrath', 'inventor_lastknown_state': 'NE'}, {'inventor_id': '3952919-3', 'inventor_first_name': 'Leonard L.', 'inventor_last_name': 'Hierath', 'inventor_lastknown_state': 'CO'}, {'inventor_id': '3952921-1', 'inventor_first_name': 'Donald E.', 'inventor_last_name': 'Tanner', 'inventor_lastknown_state': 'KY'}, {'inventor_id': '3952922-1', 'inventor_first_name': 'Edwin D.', 'inventor_last_name': 'Ditto', 'inventor_lastknown_state': 'MI'}, {'inventor_id': '3952922-2', 'inventor_first_name': 'A. Hadi', 'inventor_last_name': 'Akeel', 'inventor_lastknown_state': 'MI'}, {'inventor_id': '3952923-1', 'inventor_first_name': 'Thomas P.', 'inventor_last_name': 'Tison', 'inventor_lastknown_state': 'LA'}, {'inventor_id': '3952925-2', 'inventor_first_name': 'Mihai A.', 'inventor_last_name': 'Bulboaca', 'inventor_lastknown_state': 'MO'}, {'inventor_id': '3952927-2', 'inventor_first_name': 'Robert K.', 'inventor_last_name': 'Larson', 'inventor_lastknown_state': 'MN'}, {'inventor_id': '3952928-1', 'inventor_first_name': 'Charles C.', 'inventor_last_name': 'Gerding', 'inventor_lastknown_state': 'OH'}, {'inventor_id': '3952928-2', 'inventor_first_name': 'Louis John', 'inventor_last_name': 'Todora', 'inventor_lastknown_state': 'PA'}, {'inventor_id': '3952929-1', 'inventor_first_name': 'Tibor Joseph', 'inventor_last_name': 'Horvath', 'inventor_lastknown_state': None}, {'inventor_id': '3952931-1', 'inventor_first_name': 'Donald R.', 'inventor_last_name': 'Weber', 'inventor_lastknown_state': 'MA'}, {'inventor_id': '3952934-1', 'inventor_first_name': 'Irwin', 'inventor_last_name': 'Zahn', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3952935-1', 'inventor_first_name': 'Kenneth B.', 'inventor_last_name': 'ErkenBrack', 'inventor_lastknown_state': 'VA'}, {'inventor_id': '3952937-1', 'inventor_first_name': 'Robert P.', 'inventor_last_name': 'Lamons', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3952937-2', 'inventor_first_name': 'James Byron', 'inventor_last_name': 'Jones', 'inventor_lastknown_state': 'PA'}, {'inventor_id': '3952938-1', 'inventor_first_name': 'John B.', 'inventor_last_name': 'Ulam', 'inventor_lastknown_state': 'PA'}, {'inventor_id': '3952939-1', 'inventor_first_name': 'William F.', 'inventor_last_name': 'Schilling', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3952939-2', 'inventor_first_name': 'Adrian M.', 'inventor_last_name': 'Beltran', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3952939-3', 'inventor_first_name': 'Gerald E.', 'inventor_last_name': 'Wasielewski', 'inventor_lastknown_state': 'OH'}, {'inventor_id': '3952942-1', 'inventor_first_name': 'John W.', 'inventor_last_name': "O'Leary", 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3952942-2', 'inventor_first_name': 'Ralph C.', 'inventor_last_name': 'Wicker', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3952942-3', 'inventor_first_name': 'John Lewis', 'inventor_last_name': 'Williams', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3952947-1', 'inventor_first_name': 'Norman B.', 'inventor_last_name': 'Saunders', 'inventor_lastknown_state': 'MA'}, {'inventor_id': '3952948-1', 'inventor_first_name': 'Alfred Dwayne', 'inventor_last_name': 'Nelson', 'inventor_lastknown_state': 'MN'}, {'inventor_id': '3952948-2', 'inventor_first_name': 'Garold L.', 'inventor_last_name': 'Goken', 'inventor_lastknown_state': 'MN'}, {'inventor_id': '3952949-1', 'inventor_first_name': 'Herman K.', 'inventor_last_name': 'Dupre', 'inventor_lastknown_state': 'PA'}, {'inventor_id': '3952953-1', 'inventor_first_name': 'Ralph H.', 'inventor_last_name': 'Eby', 'inventor_lastknown_state': 'OH'}, {'inventor_id': '3952955-1', 'inventor_first_name': 'William', 'inventor_last_name': 'Clements', 'inventor_lastknown_state': 'MN'}, {'inventor_id': '3952956-1', 'inventor_first_name': 'James R.', 'inventor_last_name': 'Steele', 'inventor_lastknown_state': 'MN'}, {'inventor_id': '3952958-1', 'inventor_first_name': 'Dennis E.', 'inventor_last_name': 'Rich', 'inventor_lastknown_state': 'UT'}, {'inventor_id': '3952961-1', 'inventor_first_name': 'Robert F.', 'inventor_last_name': 'Antepenko', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3952964-1', 'inventor_first_name': 'Frederic R.', 'inventor_last_name': 'Arden', 'inventor_lastknown_state': 'NH'}, {'inventor_id': '3952965-1', 'inventor_first_name': 'Pedro F.', 'inventor_last_name': 'Falcon', 'inventor_lastknown_state': 'FL'}, {'inventor_id': '3952968-1', 'inventor_first_name': 'Richard Bruce', 'inventor_last_name': 'McKinstry', 'inventor_lastknown_state': 'MA'}, {'inventor_id': '3952969-1', 'inventor_first_name': 'James G.', 'inventor_last_name': 'Woodier', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3952970-1', 'inventor_first_name': 'Casimir T.', 'inventor_last_name': 'Orzechowski', 'inventor_lastknown_state': 'MD'}, {'inventor_id': '3952970-2', 'inventor_first_name': 'Nat', 'inventor_last_name': 'Seiden', 'inventor_lastknown_state': 'MD'}, {'inventor_id': '3952971-1', 'inventor_first_name': 'Richard T.', 'inventor_last_name': 'Whitcomb', 'inventor_lastknown_state': 'MA'}, {'inventor_id': '3952973-1', 'inventor_first_name': 'Varnell L.', 'inventor_last_name': 'James', 'inventor_lastknown_state': 'WA'}, {'inventor_id': '3952974-1', 'inventor_first_name': 'John M.', 'inventor_last_name': 'Lang', 'inventor_lastknown_state': None}, {'inventor_id': '3952975-1', 'inventor_first_name': 'Louis L.', 'inventor_last_name': 'Laske', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3952976-1', 'inventor_first_name': 'James', 'inventor_last_name': 'Fletcher', 'inventor_lastknown_state': 'OH'}, {'inventor_id': '3952976-2', 'inventor_first_name': 'Newton D.', 'inventor_last_name': 'Brown', 'inventor_lastknown_state': 'OH'}, {'inventor_id': '3952976-3', 'inventor_first_name': 'Gordon L.', 'inventor_last_name': 'Jeppesen', 'inventor_lastknown_state': 'OH'}, {'inventor_id': '3952976-4', 'inventor_first_name': 'Nicholas C.', 'inventor_last_name': 'Costakos', 'inventor_lastknown_state': 'LA'}, {'inventor_id': '3952978-1', 'inventor_first_name': 'Willard O.', 'inventor_last_name': 'Reinitz', 'inventor_lastknown_state': 'KY'}, {'inventor_id': '3952979-1', 'inventor_first_name': 'Siegfried', 'inventor_last_name': 'Hansen', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3952980-1', 'inventor_first_name': 'George L.', 'inventor_last_name': 'von Pragenau', 'inventor_lastknown_state': 'AL'}, {'inventor_id': '3952980-2', 'inventor_first_name': 'Irvin T.', 'inventor_last_name': 'Morgan, Jr.', 'inventor_lastknown_state': 'AL'}, {'inventor_id': '3952980-3', 'inventor_first_name': 'Clifton A.', 'inventor_last_name': 'Kirby', 'inventor_lastknown_state': 'AL'}, {'inventor_id': '3952981-1', 'inventor_first_name': 'Arnold E.', 'inventor_last_name': 'Acker', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3952982-1', 'inventor_first_name': 'David P.', 'inventor_last_name': 'Lewis', 'inventor_lastknown_state': 'WV'}, {'inventor_id': '3952984-1', 'inventor_first_name': 'Dracos Alexander', 'inventor_last_name': 'Dimitry', 'inventor_lastknown_state': 'MI'}, {'inventor_id': '3952985-1', 'inventor_first_name': 'Joseph A.', 'inventor_last_name': 'Davenport', 'inventor_lastknown_state': 'OR'}, {'inventor_id': '3952986-1', 'inventor_first_name': 'Robert G.', 'inventor_last_name': 'Wells', 'inventor_lastknown_state': 'PA'}, {'inventor_id': '3952987-1', 'inventor_first_name': 'Kenneth A.', 'inventor_last_name': 'Bevington', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3952988-1', 'inventor_first_name': 'Herbert D.', 'inventor_last_name': 'Easterly', 'inventor_lastknown_state': 'TN'}, {'inventor_id': '3952989-1', 'inventor_first_name': 'Constance L.', 'inventor_last_name': 'Bannister Hatcher', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3952990-1', 'inventor_first_name': 'Onofre S.', 'inventor_last_name': 'Garcia', 'inventor_lastknown_state': 'NJ'}, {'inventor_id': '3952992-1', 'inventor_first_name': 'Emil', 'inventor_last_name': 'Vyprachticky', 'inventor_lastknown_state': 'CO'}, {'inventor_id': '3952993-1', 'inventor_first_name': 'David E.', 'inventor_last_name': 'Roberts', 'inventor_lastknown_state': 'MI'}, {'inventor_id': '3952993-2', 'inventor_first_name': 'Robert Harold', 'inventor_last_name': 'Wind', 'inventor_lastknown_state': 'MI'}, {'inventor_id': '3952994-1', 'inventor_first_name': 'Michael A.', 'inventor_last_name': 'Karr, Jr.', 'inventor_lastknown_state': 'OH'}, {'inventor_id': '3952997-1', 'inventor_first_name': 'Max D.', 'inventor_last_name': 'Whitlock', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3952998-1', 'inventor_first_name': 'James', 'inventor_last_name': 'Fletcher', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3952998-2', 'inventor_first_name': 'Thomas R.', 'inventor_last_name': 'George, Jr.', 'inventor_lastknown_state': 'AK'}, {'inventor_id': '3952999-1', 'inventor_first_name': 'Charles Robert', 'inventor_last_name': 'Keller', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3952999-2', 'inventor_first_name': 'William D.', 'inventor_last_name': 'Martin', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953000-1', 'inventor_first_name': 'William R.', 'inventor_last_name': 'Zorbaugh', 'inventor_lastknown_state': 'PA'}, {'inventor_id': '3953001-1', 'inventor_first_name': 'Frederick M.', 'inventor_last_name': 'Gleockler', 'inventor_lastknown_state': 'MD'}, {'inventor_id': '3953001-2', 'inventor_first_name': 'Robert G.', 'inventor_last_name': 'Gleockler', 'inventor_lastknown_state': 'MD'}, {'inventor_id': '3953002-1', 'inventor_first_name': 'Herbert C.', 'inventor_last_name': 'England, Jr.', 'inventor_lastknown_state': 'AL'}, {'inventor_id': '3953002-2', 'inventor_first_name': 'William C.', 'inventor_last_name': 'Voigt, Jr.', 'inventor_lastknown_state': 'AL'}, {'inventor_id': '3953006-1', 'inventor_first_name': 'Adam J.', 'inventor_last_name': 'Patarcity', 'inventor_lastknown_state': 'PA'}, {'inventor_id': '3953006-2', 'inventor_first_name': 'Daniel J.', 'inventor_last_name': 'Smith', 'inventor_lastknown_state': 'NJ'}, {'inventor_id': '3953009-1', 'inventor_first_name': 'Yih-Renn', 'inventor_last_name': 'Kan', 'inventor_lastknown_state': 'MI'}, {'inventor_id': '3953011-1', 'inventor_first_name': 'Paul M.', 'inventor_last_name': 'Staehlin', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3953011-2', 'inventor_first_name': 'William A', 'inventor_last_name': 'Nicholas', 'inventor_lastknown_state': 'MI'}, {'inventor_id': '3953013-1', 'inventor_first_name': 'John E.', 'inventor_last_name': 'Griffith', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3953013-2', 'inventor_first_name': 'David D.', 'inventor_last_name': 'Grossman', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953013-3', 'inventor_first_name': 'Peter M.', 'inventor_last_name': 'Will', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953014-1', 'inventor_first_name': 'Lester W.', 'inventor_last_name': 'Mendell, Jr.', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953015-1', 'inventor_first_name': 'John D.', 'inventor_last_name': 'Taylor', 'inventor_lastknown_state': 'UT'}, {'inventor_id': '3953015-2', 'inventor_first_name': 'Tommy R.', 'inventor_last_name': 'Whitmer', 'inventor_lastknown_state': 'OK'}, {'inventor_id': '3953016-1', 'inventor_first_name': 'Harry C.', 'inventor_last_name': 'Gersbacher', 'inventor_lastknown_state': 'OH'}, {'inventor_id': '3953017-1', 'inventor_first_name': 'James C.', 'inventor_last_name': 'Wise', 'inventor_lastknown_state': 'NC'}, {'inventor_id': '3953018-1', 'inventor_first_name': 'Bernard John', 'inventor_last_name': 'Maopolski', 'inventor_lastknown_state': 'PA'}, {'inventor_id': '3953020-2', 'inventor_first_name': 'Robert G.', 'inventor_last_name': 'Kelley', 'inventor_lastknown_state': 'UT'}, {'inventor_id': '3953025-1', 'inventor_first_name': 'Martin S.', 'inventor_last_name': 'Mazman', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953026-1', 'inventor_first_name': 'William R.', 'inventor_last_name': 'Stokely', 'inventor_lastknown_state': 'OK'}, {'inventor_id': '3953029-1', 'inventor_first_name': 'Charles N.', 'inventor_last_name': 'Boyd', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953030-1', 'inventor_first_name': 'Bruce', 'inventor_last_name': 'Muchnick', 'inventor_lastknown_state': 'PA'}, {'inventor_id': '3953031-1', 'inventor_first_name': 'Vernon', 'inventor_last_name': 'Kinser', 'inventor_lastknown_state': 'MO'}, {'inventor_id': '3953032-1', 'inventor_first_name': 'Sheldon John', 'inventor_last_name': 'Moore', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953032-2', 'inventor_first_name': 'Larry S.', 'inventor_last_name': 'Day', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953033-1', 'inventor_first_name': 'Norman A.', 'inventor_last_name': 'Kelly', 'inventor_lastknown_state': 'IN'}, {'inventor_id': '3953033-2', 'inventor_first_name': 'Norris R.', 'inventor_last_name': 'Libert', 'inventor_lastknown_state': 'FL'}, {'inventor_id': '3953034-1', 'inventor_first_name': 'Rodney L.', 'inventor_last_name': 'Nelson', 'inventor_lastknown_state': 'AZ'}, {'inventor_id': '3953035-1', 'inventor_first_name': 'John', 'inventor_last_name': 'Beckisk', 'inventor_lastknown_state': 'WI'}, {'inventor_id': '3953037-1', 'inventor_first_name': 'Mason C.', 'inventor_last_name': 'Winfield, Jr.', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3953038-1', 'inventor_first_name': 'Lawrence P.', 'inventor_last_name': 'Ludwig', 'inventor_lastknown_state': 'OH'}, {'inventor_id': '3953039-1', 'inventor_first_name': 'Robert Z.', 'inventor_last_name': 'Hauge', 'inventor_lastknown_state': 'NJ'}, {'inventor_id': '3953039-2', 'inventor_first_name': 'George J.', 'inventor_last_name': 'Loos', 'inventor_lastknown_state': 'NJ'}, {'inventor_id': '3953039-3', 'inventor_first_name': 'Matthew F.', 'inventor_last_name': 'Marsicano', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3953040-1', 'inventor_first_name': 'Dale H.', 'inventor_last_name': 'Unruh', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3953040-2', 'inventor_first_name': 'Jan B.', 'inventor_last_name': 'Yates', 'inventor_lastknown_state': 'OH'}, {'inventor_id': '3953041-1', 'inventor_first_name': 'Herman', 'inventor_last_name': 'Buss', 'inventor_lastknown_state': 'TX'}, {'inventor_id': '3953042-1', 'inventor_first_name': 'Ewald D.', 'inventor_last_name': 'Pyzel', 'inventor_lastknown_state': 'NV'}, {'inventor_id': '3953042-2', 'inventor_first_name': 'Harold E.', 'inventor_last_name': 'Codding', 'inventor_lastknown_state': 'NV'}, {'inventor_id': '3953044-1', 'inventor_first_name': 'James D.', 'inventor_last_name': 'Wilson, II', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3953045-1', 'inventor_first_name': 'Valentine G.', 'inventor_last_name': 'Feret, Jr.', 'inventor_lastknown_state': 'MI'}, {'inventor_id': '3953047-1', 'inventor_first_name': 'Lawrence M.', 'inventor_last_name': 'Morgan', 'inventor_lastknown_state': 'MN'}, {'inventor_id': '3953048-1', 'inventor_first_name': 'George D.', 'inventor_last_name': 'Vincent', 'inventor_lastknown_state': 'TN'}, {'inventor_id': '3953048-2', 'inventor_first_name': 'Johnie W.', 'inventor_last_name': 'Morris', 'inventor_lastknown_state': 'TN'}, {'inventor_id': '3953051-1', 'inventor_first_name': 'Beulah B.', 'inventor_last_name': 'Weathers', 'inventor_lastknown_state': 'GA'}, {'inventor_id': '3953055-1', 'inventor_first_name': 'Allan P.', 'inventor_last_name': 'Stark', 'inventor_lastknown_state': 'PA'}, {'inventor_id': '3953056-1', 'inventor_first_name': 'Alvin V.', 'inventor_last_name': 'Roberts', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3953058-1', 'inventor_first_name': 'John W.', 'inventor_last_name': 'Soblesky', 'inventor_lastknown_state': 'OH'}, {'inventor_id': '3953059-2', 'inventor_first_name': 'Arthur H.', 'inventor_last_name': 'McElroy, II', 'inventor_lastknown_state': 'OK'}, {'inventor_id': '3953061-1', 'inventor_first_name': 'Randall C.', 'inventor_last_name': 'Hansen', 'inventor_lastknown_state': 'SC'}, {'inventor_id': '3953061-2', 'inventor_first_name': 'Kenneth J.', 'inventor_last_name': 'Miller', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3953062-1', 'inventor_first_name': 'John F.', 'inventor_last_name': 'Maston', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953064-1', 'inventor_first_name': 'Warren B.', 'inventor_last_name': 'McHenry', 'inventor_lastknown_state': 'MD'}, {'inventor_id': '3953065-1', 'inventor_first_name': 'Edward J.', 'inventor_last_name': 'Shannon, Jr.', 'inventor_lastknown_state': 'LA'}, {'inventor_id': '3953066-1', 'inventor_first_name': 'Philip O.', 'inventor_last_name': 'Hamilton', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953067-1', 'inventor_first_name': 'Richard A.', 'inventor_last_name': 'Isola', 'inventor_lastknown_state': 'MI'}, {'inventor_id': '3953070-1', 'inventor_first_name': 'Robert C.', 'inventor_last_name': 'Fisher', 'inventor_lastknown_state': 'CT'}, {'inventor_id': '3953071-1', 'inventor_first_name': 'Kenneth H.', 'inventor_last_name': 'Striebel', 'inventor_lastknown_state': 'IN'}, {'inventor_id': '3953072-1', 'inventor_first_name': 'Salomon', 'inventor_last_name': 'Esquivel', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953073-1', 'inventor_first_name': 'Wolfram H.', 'inventor_last_name': 'Kube', 'inventor_lastknown_state': 'CO'}, {'inventor_id': '3953074-1', 'inventor_first_name': 'Woodrow Wilson', 'inventor_last_name': 'Cox', 'inventor_lastknown_state': 'NC'}, {'inventor_id': '3953075-1', 'inventor_first_name': 'Richard S.', 'inventor_last_name': 'Bonomo', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3953076-1', 'inventor_first_name': 'Stanley E.', 'inventor_last_name': 'Hurd', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953079-1', 'inventor_first_name': 'Milan J.', 'inventor_last_name': 'Sebo', 'inventor_lastknown_state': 'OH'}, {'inventor_id': '3953079-2', 'inventor_first_name': 'Roy E.', 'inventor_last_name': 'Bartholomew', 'inventor_lastknown_state': 'OH'}, {'inventor_id': '3953080-1', 'inventor_first_name': 'Richard J.', 'inventor_last_name': 'Bremer', 'inventor_lastknown_state': 'MI'}, {'inventor_id': '3953081-1', 'inventor_first_name': 'William Roy', 'inventor_last_name': 'King', 'inventor_lastknown_state': 'TX'}, {'inventor_id': '3953083-1', 'inventor_first_name': 'Bruce E.', 'inventor_last_name': 'Latvala', 'inventor_lastknown_state': 'OH'}, {'inventor_id': '3953083-2', 'inventor_first_name': 'Marc Alan', 'inventor_last_name': 'Karon', 'inventor_lastknown_state': 'OH'}, {'inventor_id': '3953084-1', 'inventor_first_name': 'Rene E.', 'inventor_last_name': 'Pittet, Jr.', 'inventor_lastknown_state': 'MI'}, {'inventor_id': '3953084-2', 'inventor_first_name': 'Philip J.', 'inventor_last_name': 'Grant', 'inventor_lastknown_state': 'MI'}, {'inventor_id': '3953085-1', 'inventor_first_name': 'Victor', 'inventor_last_name': 'Randour', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3953086-1', 'inventor_first_name': 'Frank R.', 'inventor_last_name': 'Chaffin', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953091-1', 'inventor_first_name': 'George D.', 'inventor_last_name': 'Shults', 'inventor_lastknown_state': 'FL'}, {'inventor_id': '3953092-1', 'inventor_first_name': 'William J.', 'inventor_last_name': 'Cronan', 'inventor_lastknown_state': 'AL'}, {'inventor_id': '3953092-2', 'inventor_first_name': 'Jerry N.', 'inventor_last_name': 'Appling', 'inventor_lastknown_state': 'AL'}, {'inventor_id': '3953094-1', 'inventor_first_name': 'Leon Henry', 'inventor_last_name': 'Brown, Jr.', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953096-1', 'inventor_first_name': 'Benjamin Charles', 'inventor_last_name': 'Williams', 'inventor_lastknown_state': 'PA'}, {'inventor_id': '3953098-1', 'inventor_first_name': 'Roger P.', 'inventor_last_name': 'Avery', 'inventor_lastknown_state': 'CT'}, {'inventor_id': '3953098-2', 'inventor_first_name': 'William Erich', 'inventor_last_name': 'Zerlin', 'inventor_lastknown_state': 'CT'}, {'inventor_id': '3953099-1', 'inventor_first_name': 'William Dean', 'inventor_last_name': 'Wilson', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3953100-1', 'inventor_first_name': 'Edward K.', 'inventor_last_name': 'Feeney', 'inventor_lastknown_state': 'OH'}, {'inventor_id': '3953101-1', 'inventor_first_name': 'Vincent J.', 'inventor_last_name': 'Palecek', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3953103-1', 'inventor_first_name': 'Joseph D.', 'inventor_last_name': 'Mathis', 'inventor_lastknown_state': 'IN'}, {'inventor_id': '3953104-1', 'inventor_first_name': 'Nicholas Joseph', 'inventor_last_name': 'Roitz', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953104-2', 'inventor_first_name': 'Harold Eugene', 'inventor_last_name': 'Steinberg', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953105-1', 'inventor_first_name': 'Charles C.', 'inventor_last_name': 'Ih', 'inventor_lastknown_state': 'DE'}, {'inventor_id': '3953110-1', 'inventor_first_name': 'Day', 'inventor_last_name': 'Charoudi', 'inventor_lastknown_state': 'MA'}, {'inventor_id': '3953111-1', 'inventor_first_name': 'Ralph W.', 'inventor_last_name': 'Fisher', 'inventor_lastknown_state': 'MO'}, {'inventor_id': '3953111-2', 'inventor_first_name': 'George', 'inventor_last_name': 'Licis', 'inventor_lastknown_state': 'MO'}, {'inventor_id': '3953111-3', 'inventor_first_name': 'Wayne W.', 'inventor_last_name': 'Schurter', 'inventor_lastknown_state': 'MO'}, {'inventor_id': '3953113-1', 'inventor_first_name': 'William A.', 'inventor_last_name': 'Shull', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953114-1', 'inventor_first_name': 'William T.', 'inventor_last_name': 'Bidgood', 'inventor_lastknown_state': 'GA'}, {'inventor_id': '3953115-1', 'inventor_first_name': 'Hollis E.', 'inventor_last_name': 'French', 'inventor_lastknown_state': 'MA'}, {'inventor_id': '3953117-1', 'inventor_first_name': 'Berry A.', 'inventor_last_name': 'Cannon', 'inventor_lastknown_state': 'NJ'}, {'inventor_id': '3953118-1', 'inventor_first_name': 'Anatoli', 'inventor_last_name': 'Brushenko', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3953120-1', 'inventor_first_name': 'Frank C.', 'inventor_last_name': 'Badalich', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3953120-2', 'inventor_first_name': 'George J.', 'inventor_last_name': 'Pawl', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3953121-1', 'inventor_first_name': 'Louis W.', 'inventor_last_name': 'Reichart, Jr.', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3953123-1', 'inventor_first_name': 'Alexander', 'inventor_last_name': 'Jesensky', 'inventor_lastknown_state': 'MA'}, {'inventor_id': '3953123-2', 'inventor_first_name': 'Kenneth J.', 'inventor_last_name': 'Fedesna', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3953123-3', 'inventor_first_name': 'Thomas V.', 'inventor_last_name': 'DeRyke', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3953125-1', 'inventor_first_name': 'Warren J.', 'inventor_last_name': 'Bost', 'inventor_lastknown_state': 'FL'}, {'inventor_id': '3953126-1', 'inventor_first_name': 'Dong Guen', 'inventor_last_name': 'Kim', 'inventor_lastknown_state': 'OH'}, {'inventor_id': '3953126-2', 'inventor_first_name': 'Gary Arnold', 'inventor_last_name': 'Dubro', 'inventor_lastknown_state': 'OH'}, {'inventor_id': '3953127-1', 'inventor_first_name': 'Norman C.', 'inventor_last_name': 'Ahlquist', 'inventor_lastknown_state': 'WA'}, {'inventor_id': '3953127-2', 'inventor_first_name': 'Alan P.', 'inventor_last_name': 'Waggoner', 'inventor_lastknown_state': 'WA'}, {'inventor_id': '3953127-3', 'inventor_first_name': 'Robert J.', 'inventor_last_name': 'Charlson', 'inventor_lastknown_state': 'WA'}, {'inventor_id': '3953129-1', 'inventor_first_name': 'Bernard P.', 'inventor_last_name': 'Hildebrand', 'inventor_lastknown_state': 'WA'}, {'inventor_id': '3953132-1', 'inventor_first_name': 'Paul F.', 'inventor_last_name': 'Michelsen', 'inventor_lastknown_state': 'MD'}, {'inventor_id': '3953134-1', 'inventor_first_name': 'Arthur V.', 'inventor_last_name': 'Appel', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3953134-2', 'inventor_first_name': 'Robert S.', 'inventor_last_name': 'Hampton, Jr.', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3953134-3', 'inventor_first_name': 'Leonard A.', 'inventor_last_name': 'Morrison', 'inventor_lastknown_state': 'IL'}, {'inventor_id': 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'inventor_lastknown_state': 'PA'}, {'inventor_id': '3953144-1', 'inventor_first_name': 'Ogden W.', 'inventor_last_name': 'Boden', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953145-1', 'inventor_first_name': 'Ted L.', 'inventor_last_name': 'Teach', 'inventor_lastknown_state': 'OH'}, {'inventor_id': '3953146-1', 'inventor_first_name': 'Brian D.', 'inventor_last_name': 'Sowards', 'inventor_lastknown_state': 'NC'}, {'inventor_id': '3953149-1', 'inventor_first_name': 'John G.', 'inventor_last_name': 'Henne', 'inventor_lastknown_state': 'MI'}, {'inventor_id': '3953152-1', 'inventor_first_name': 'Anatole J.', 'inventor_last_name': 'Sipin', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3953153-1', 'inventor_first_name': 'Melvin F.', 'inventor_last_name': 'Huber', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3953153-2', 'inventor_first_name': 'Lowell D.', 'inventor_last_name': 'Hansen', 'inventor_lastknown_state': 'OH'}, {'inventor_id': '3953154-1', 'inventor_first_name': 'William F.', 'inventor_last_name': 'Wanner', 'inventor_lastknown_state': 'MN'}, {'inventor_id': '3953156-1', 'inventor_first_name': 'Thomas A.', 'inventor_last_name': 'Smith', 'inventor_lastknown_state': 'MS'}, {'inventor_id': '3953158-1', 'inventor_first_name': 'Sohan L.', 'inventor_last_name': 'Uppal', 'inventor_lastknown_state': 'MN'}, {'inventor_id': '3953164-1', 'inventor_first_name': 'Joseph', 'inventor_last_name': 'Boba', 'inventor_lastknown_state': 'NJ'}, {'inventor_id': '3953164-2', 'inventor_first_name': 'Robert P.', 'inventor_last_name': 'Conger', 'inventor_lastknown_state': 'NJ'}, {'inventor_id': '3953165-3', 'inventor_first_name': 'Sidney L.', 'inventor_last_name': 'Vail', 'inventor_lastknown_state': 'LA'}, {'inventor_id': '3953170-1', 'inventor_first_name': 'James O.', 'inventor_last_name': 'Webb', 'inventor_lastknown_state': 'IN'}, {'inventor_id': '3953172-1', 'inventor_first_name': 'Stephen I.', 'inventor_last_name': 'Shapiro', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3953172-2', 'inventor_first_name': 'Gerhard', 'inventor_last_name': 'Ertingshausen', 'inventor_lastknown_state': 'NJ'}, {'inventor_id': '3953174-1', 'inventor_first_name': 'Harold E.', 'inventor_last_name': 'LaBelle, Jr.', 'inventor_lastknown_state': 'MA'}, {'inventor_id': '3953175-1', 'inventor_first_name': 'Richard P.', 'inventor_last_name': 'Pulak', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3953176-1', 'inventor_first_name': 'Teuvo J.', 'inventor_last_name': 'Santala', 'inventor_lastknown_state': 'MA'}, {'inventor_id': '3953178-1', 'inventor_first_name': 'Niels N.', 'inventor_last_name': 'Engel', 'inventor_lastknown_state': 'NM'}, {'inventor_id': '3953180-1', 'inventor_first_name': 'Franklin D.', 'inventor_last_name': 'Hoffert', 'inventor_lastknown_state': 'NJ'}, {'inventor_id': '3953180-2', 'inventor_first_name': 'Harold H.', 'inventor_last_name': 'Stotler', 'inventor_lastknown_state': 'NJ'}, {'inventor_id': '3953182-1', 'inventor_first_name': 'Thomas 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{'inventor_id': '3953192-1', 'inventor_first_name': 'Clive', 'inventor_last_name': 'Hodgson', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953192-2', 'inventor_first_name': 'George R.', 'inventor_last_name': 'Hawkes', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953192-3', 'inventor_first_name': 'Marion G.', 'inventor_last_name': 'Reed', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953193-1', 'inventor_first_name': 'Irwin I.', 'inventor_last_name': 'Bessen', 'inventor_lastknown_state': 'OH'}, {'inventor_id': '3953194-2', 'inventor_first_name': 'John A.', 'inventor_last_name': 'Campbell', 'inventor_lastknown_state': 'MI'}, {'inventor_id': '3953194-3', 'inventor_first_name': 'Theodore T.', 'inventor_last_name': 'Magel', 'inventor_lastknown_state': 'PA'}, {'inventor_id': '3953196-1', 'inventor_first_name': 'Richard F.', 'inventor_last_name': 'Obenchain', 'inventor_lastknown_state': 'PA'}, {'inventor_id': '3953200-1', 'inventor_first_name': 'Suk Joong', 'inventor_last_name': 'Im', 'inventor_lastknown_state': 'MI'}, {'inventor_id': '3953200-2', 'inventor_first_name': 'James D.', 'inventor_last_name': 'Johnston', 'inventor_lastknown_state': 'LA'}, {'inventor_id': '3953201-1', 'inventor_first_name': 'John Randolph', 'inventor_last_name': 'Wood', 'inventor_lastknown_state': 'PA'}, {'inventor_id': '3953201-2', 'inventor_first_name': 'Roger N.', 'inventor_last_name': 'Wright', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3953202-1', 'inventor_first_name': 'Robert T.', 'inventor_last_name': 'Rasmussen', 'inventor_lastknown_state': 'PA'}, {'inventor_id': '3953203-1', 'inventor_first_name': 'Mitchell W.', 'inventor_last_name': 'Haller, Jr.', 'inventor_lastknown_state': 'PA'}, {'inventor_id': '3953205-1', 'inventor_first_name': 'Arthur R.', 'inventor_last_name': 'Cox', 'inventor_lastknown_state': 'FL'}, {'inventor_id': '3953205-2', 'inventor_first_name': 'Gary K.', 'inventor_last_name': 'Lewis', 'inventor_lastknown_state': 'NM'}, {'inventor_id': '3953206-1', 'inventor_first_name': 'John W.', 'inventor_last_name': 'Weigl', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3953207-1', 'inventor_first_name': 'Anthony M.', 'inventor_last_name': 'Horgan', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3953208-1', 'inventor_first_name': 'Daniel E.', 'inventor_last_name': 'Kane', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953209-1', 'inventor_first_name': 'Thomas L.', 'inventor_last_name': 'Chase', 'inventor_lastknown_state': None}, {'inventor_id': '3953213-1', 'inventor_first_name': 'Ralph L.', 'inventor_last_name': 'Gasper', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3953214-1', 'inventor_first_name': 'Melvin A.', 'inventor_last_name': 'Lipson', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953214-2', 'inventor_first_name': 'Dale W.', 'inventor_last_name': 'Knoth', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3953217-1', 'inventor_first_name': 'John', 'inventor_last_name': 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'3953228-2', 'inventor_first_name': 'Gregory C.', 'inventor_last_name': 'Farrington', 'inventor_lastknown_state': 'PA'}, {'inventor_id': '3953234-1', 'inventor_first_name': 'Arthur K.', 'inventor_last_name': 'Hoffmann', 'inventor_lastknown_state': 'CT'}, {'inventor_id': '3953235-1', 'inventor_first_name': 'George E.', 'inventor_last_name': 'Blomgren', 'inventor_lastknown_state': 'OH'}, {'inventor_id': '3953235-2', 'inventor_first_name': 'Gerald H.', 'inventor_last_name': 'Newman', 'inventor_lastknown_state': 'MA'}, {'inventor_id': '3953237-1', 'inventor_first_name': 'Sheldon L.', 'inventor_last_name': 'Epstein', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3953237-2', 'inventor_first_name': 'Bernard W.', 'inventor_last_name': 'Wessling', 'inventor_lastknown_state': 'MA'}, {'inventor_id': '3953239-1', 'inventor_first_name': 'George E.', 'inventor_last_name': 'Anderson', 'inventor_lastknown_state': 'RI'}, {'inventor_id': '3953241-2', 'inventor_first_name': 'Luciano C.', 'inventor_last_name': 'Scala', 'inventor_lastknown_state': 'PA'}, {'inventor_id': '3953241-3', 'inventor_first_name': 'Charles R.', 'inventor_last_name': 'Ruffing', 'inventor_lastknown_state': 'PA'}, {'inventor_id': '3953244-1', 'inventor_first_name': 'Raymond D.', 'inventor_last_name': 'Prengaman', 'inventor_lastknown_state': 'TX'}, {'inventor_id': '3953245-1', 'inventor_first_name': 'Paul L.', 'inventor_last_name': 'Jackson', 'inventor_lastknown_state': 'MI'}, {'inventor_id': '3953248-1', 'inventor_first_name': 'Lester G.', 'inventor_last_name': 'Coch', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3953251-1', 'inventor_first_name': 'Alexander D.', 'inventor_last_name': 'Butherus', 'inventor_lastknown_state': 'NJ'}, {'inventor_id': '3953251-2', 'inventor_first_name': 'Milton Everett', 'inventor_last_name': 'Terry', 'inventor_lastknown_state': 'NJ'}, {'inventor_id': '3953252-3', 'inventor_first_name': 'Vladimir A.', 'inventor_last_name': 'Dmitriev', 'inventor_lastknown_state': 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'Pasquale', 'inventor_last_name': 'Martignoni', 'inventor_lastknown_state': 'AL'}, {'inventor_id': '3953264-1', 'inventor_first_name': 'Leon L.', 'inventor_last_name': 'Wu', 'inventor_lastknown_state': 'TX'}, {'inventor_id': '3953265-1', 'inventor_first_name': 'Roderick Kermit', 'inventor_last_name': 'Hood', 'inventor_lastknown_state': 'VT'}, {'inventor_id': '3953267-1', 'inventor_first_name': 'Wilford', 'inventor_last_name': 'Flynn', 'inventor_lastknown_state': 'IN'}, {'inventor_id': '3953268-1', 'inventor_first_name': 'Elmer D.', 'inventor_last_name': 'Dillon', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953270-1', 'inventor_first_name': 'Gary P.', 'inventor_last_name': 'Ford', 'inventor_lastknown_state': 'MI'}, {'inventor_id': '3953275-1', 'inventor_first_name': 'David L.', 'inventor_last_name': 'Henderson', 'inventor_lastknown_state': 'NH'}, {'inventor_id': '3953275-2', 'inventor_first_name': 'Joseph R.', 'inventor_last_name': 'Hickman', 'inventor_lastknown_state': 'MO'}, {'inventor_id': '3953276-1', 'inventor_first_name': 'Edward J.', 'inventor_last_name': 'Glorioso', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3953276-2', 'inventor_first_name': 'Martin L.', 'inventor_last_name': 'Lerner', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3953277-1', 'inventor_first_name': 'Richard J.', 'inventor_last_name': 'Kuhns', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3953278-2', 'inventor_first_name': 'Walter T.', 'inventor_last_name': 'Cockrell', 'inventor_lastknown_state': 'NC'}, {'inventor_id': '3953279-1', 'inventor_first_name': 'William A.', 'inventor_last_name': 'Wootten', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953280-1', 'inventor_first_name': 'Thomas G.', 'inventor_last_name': 'Brophy', 'inventor_lastknown_state': 'MA'}, {'inventor_id': '3953280-2', 'inventor_first_name': 'Douglas H.', 'inventor_last_name': 'Crowell', 'inventor_lastknown_state': 'MA'}, {'inventor_id': '3953280-3', 'inventor_first_name': 'John G.', 'inventor_last_name': 'Hollick', 'inventor_lastknown_state': 'MA'}, {'inventor_id': '3953281-1', 'inventor_first_name': 'Anthony A.', 'inventor_last_name': 'Pantusco', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3953281-2', 'inventor_first_name': 'Warren J.', 'inventor_last_name': 'Pinckney', 'inventor_lastknown_state': 'CT'}, {'inventor_id': '3953281-3', 'inventor_first_name': 'George R.', 'inventor_last_name': 'Santillo, Jr.', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3953281-4', 'inventor_first_name': 'Gerard Joseph', 'inventor_last_name': 'Scharff', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3953283-1', 'inventor_first_name': 'James H.', 'inventor_last_name': 'Wing', 'inventor_lastknown_state': 'GA'}, {'inventor_id': '3953283-2', 'inventor_first_name': 'James N.', 'inventor_last_name': 'Stone', 'inventor_lastknown_state': 'GA'}, {'inventor_id': '3953283-3', 'inventor_first_name': 'Franklin B.', 'inventor_last_name': 'Thomas, III', 'inventor_lastknown_state': 'GA'}, {'inventor_id': '3953285-1', 'inventor_first_name': 'Angelo J.', 'inventor_last_name': 'Martini', 'inventor_lastknown_state': 'PA'}, {'inventor_id': '3953285-2', 'inventor_first_name': 'Bruce R.', 'inventor_last_name': 'Gourley', 'inventor_lastknown_state': 'PA'}, {'inventor_id': '3953287-1', 'inventor_first_name': 'John W.', 'inventor_last_name': 'Long', 'inventor_lastknown_state': 'WA'}, {'inventor_id': '3953287-2', 'inventor_first_name': 'Barney S.', 'inventor_last_name': 'Flora', 'inventor_lastknown_state': 'WA'}, {'inventor_id': '3953288-1', 'inventor_first_name': 'Edwin F.', 'inventor_last_name': 'Johnson', 'inventor_lastknown_state': 'NM'}, {'inventor_id': '3953292-1', 'inventor_first_name': 'Robert A.', 'inventor_last_name': 'Burns', 'inventor_lastknown_state': 'NJ'}, {'inventor_id': '3953297-1', 'inventor_first_name': 'E. Melvin', 'inventor_last_name': 'Gindler', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953298-1', 'inventor_first_name': 'Jim Smith', 'inventor_last_name': 'Hogan', 'inventor_lastknown_state': 'TX'}, {'inventor_id': '3953299-1', 'inventor_first_name': 'John J.', 'inventor_last_name': 'Strepelis', 'inventor_lastknown_state': 'MD'}, {'inventor_id': '3953299-2', 'inventor_first_name': 'Wayne C.', 'inventor_last_name': 'Gensler', 'inventor_lastknown_state': 'PA'}, {'inventor_id': '3953301-1', 'inventor_first_name': 'Tomas', 'inventor_last_name': 'Mendez', 'inventor_lastknown_state': 'TX'}, {'inventor_id': '3953301-2', 'inventor_first_name': 'Guy', 'inventor_last_name': 'Van Cleve, Jr.', 'inventor_lastknown_state': 'TX'}, {'inventor_id': '3953302-1', 'inventor_first_name': 'Bhaskara', 'inventor_last_name': 'Rao', 'inventor_lastknown_state': 'NJ'}, {'inventor_id': '3953302-2', 'inventor_first_name': 'Carl R.', 'inventor_last_name': 'Schlaikjer', 'inventor_lastknown_state': 'MA'}, {'inventor_id': '3953304-1', 'inventor_first_name': 'John L.', 'inventor_last_name': 'Allan', 'inventor_lastknown_state': 'SC'}, {'inventor_id': '3953304-2', 'inventor_first_name': 'Kollengode V.', 'inventor_last_name': 'Srinivasan', 'inventor_lastknown_state': 'GA'}, {'inventor_id': '3953304-3', 'inventor_first_name': 'Philip D.', 'inventor_last_name': 'Readio', 'inventor_lastknown_state': 'NJ'}, {'inventor_id': '3953304-4', 'inventor_first_name': 'Judit', 'inventor_last_name': 'Cestero', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3953305-1', 'inventor_first_name': 'John F.', 'inventor_last_name': 'Connolly', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3953306-1', 'inventor_first_name': 'Leslie Emery', 'inventor_last_name': 'Lancy', 'inventor_lastknown_state': 'PA'}, {'inventor_id': '3953309-1', 'inventor_first_name': 'Michael N.', 'inventor_last_name': 'Gilano', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953309-2', 'inventor_first_name': 'Richard E.', 'inventor_last_name': 'Beaupre', 'inventor_lastknown_state': 'RI'}, {'inventor_id': '3953311-1', 'inventor_first_name': 'Loerwood C.', 'inventor_last_name': 'Wasson', 'inventor_lastknown_state': 'WI'}, {'inventor_id': '3953314-1', 'inventor_first_name': 'Albert E.', 'inventor_last_name': 'Spaller, Jr.', 'inventor_lastknown_state': 'TN'}, {'inventor_id': '3953316-1', 'inventor_first_name': 'Joseph E.', 'inventor_last_name': 'Baker', 'inventor_lastknown_state': 'FL'}, {'inventor_id': '3953317-1', 'inventor_first_name': 'Elman B.', 'inventor_last_name': 'Myers', 'inventor_lastknown_state': 'NJ'}, {'inventor_id': '3953317-2', 'inventor_first_name': 'by Marian M.', 'inventor_last_name': 'Myers', 'inventor_lastknown_state': 'NJ'}, {'inventor_id': '3953319-2', 'inventor_first_name': 'Howard J.', 'inventor_last_name': 'Platte', 'inventor_lastknown_state': 'TX'}, {'inventor_id': '3953319-3', 'inventor_first_name': 'Edward C.', 'inventor_last_name': 'Brink, Jr.', 'inventor_lastknown_state': 'TX'}, {'inventor_id': '3953320-1', 'inventor_first_name': 'Reese A.', 'inventor_last_name': 'Peck', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3953320-2', 'inventor_first_name': 'Li C.', 'inventor_last_name': 'Mih', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3953320-3', 'inventor_first_name': 'John T.', 'inventor_last_name': 'Brandenburg', 'inventor_lastknown_state': 'TX'}, {'inventor_id': '3953321-1', 'inventor_first_name': 'Charles A.', 'inventor_last_name': 'Ganster', 'inventor_lastknown_state': 'TX'}, {'inventor_id': '3953321-2', 'inventor_first_name': 'Mary E.', 'inventor_last_name': 'Callaghan', 'inventor_lastknown_state': 'TX'}, {'inventor_id': '3953321-3', 'inventor_first_name': 'Lee K.', 'inventor_last_name': 'Gilmer', 'inventor_lastknown_state': 'TX'}, {'inventor_id': '3953321-4', 'inventor_first_name': 'Gerald V.', 'inventor_last_name': 'Nelson', 'inventor_lastknown_state': 'TX'}, {'inventor_id': '3953321-5', 'inventor_first_name': 'Kenneth D.', 'inventor_last_name': 'Miller', 'inventor_lastknown_state': 'TX'}, {'inventor_id': '3953322-1', 'inventor_first_name': 'John T.', 'inventor_last_name': 'Nolan, Jr.', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3953322-2', 'inventor_first_name': 'Raymond F.', 'inventor_last_name': 'Wilson', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3953324-1', 'inventor_first_name': 'Carl H.', 'inventor_last_name': 'Deal', 'inventor_lastknown_state': 'TX'}, {'inventor_id': '3953325-1', 'inventor_first_name': 'Douglas G.', 'inventor_last_name': 'Nelson', 'inventor_lastknown_state': 'OH'}, {'inventor_id': '3953327-1', 'inventor_first_name': 'Denny S.', 'inventor_last_name': 'Parker', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953329-1', 'inventor_first_name': 'Stuart J.', 'inventor_last_name': 'Updike', 'inventor_lastknown_state': 'WI'}, {'inventor_id': '3953330-1', 'inventor_first_name': 'Richard G.', 'inventor_last_name': 'Tonkyn', 'inventor_lastknown_state': 'PA'}, {'inventor_id': '3953330-2', 'inventor_first_name': 'Norman', 'inventor_last_name': 'Vorchheimer', 'inventor_lastknown_state': 'PA'}, {'inventor_id': '3953330-3', 'inventor_first_name': 'William J.', 'inventor_last_name': 'Fowler, Jr.', 'inventor_lastknown_state': 'NJ'}, {'inventor_id': '3953330-4', 'inventor_first_name': 'Richard A.', 'inventor_last_name': 'Heberle', 'inventor_lastknown_state': 'PA'}, {'inventor_id': '3953333-1', 'inventor_first_name': 'Gene', 'inventor_last_name': 'Hirs', 'inventor_lastknown_state': 'FL'}, {'inventor_id': '3953335-1', 'inventor_first_name': 'Jack M.', 'inventor_last_name': 'Jackson', 'inventor_lastknown_state': 'TX'}, {'inventor_id': '3953336-1', 'inventor_first_name': 'Armand E.', 'inventor_last_name': 'Daigle', 'inventor_lastknown_state': 'MO'}, {'inventor_id': '3953337-1', 'inventor_first_name': 'Clarence O.', 'inventor_last_name': 'Walker', 'inventor_lastknown_state': 'TX'}, {'inventor_id': '3953337-2', 'inventor_first_name': 'Thad O.', 'inventor_last_name': 'Walker', 'inventor_lastknown_state': 'TX'}, {'inventor_id': '3953337-3', 'inventor_first_name': 'Jack H.', 'inventor_last_name': 'Douglass', 'inventor_lastknown_state': 'TX'}, {'inventor_id': '3953339-1', 'inventor_first_name': 'James E.', 'inventor_last_name': 'Obetz', 'inventor_lastknown_state': 'NJ'}, {'inventor_id': '3953339-2', 'inventor_first_name': 'Albert R.', 'inventor_last_name': 'Tarini', 'inventor_lastknown_state': 'NJ'}, {'inventor_id': '3953340-3', 'inventor_first_name': 'Edwin A.', 'inventor_last_name': 'Richardson', 'inventor_lastknown_state': 'TX'}, {'inventor_id': '3953343-1', 'inventor_first_name': 'Harold E.', 'inventor_last_name': 'Sliney', 'inventor_lastknown_state': 'OH'}, {'inventor_id': '3953347-1', 'inventor_first_name': 'Emile Najib', 'inventor_last_name': 'Habiby', 'inventor_lastknown_state': 'OH'}, {'inventor_id': '3953353-1', 'inventor_first_name': 'John H.', 'inventor_last_name': 'Barrett, Jr.', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953353-2', 'inventor_first_name': 'Brian P.', 'inventor_last_name': 'Flynn', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953354-1', 'inventor_first_name': 'John P.', 'inventor_last_name': 'Faust', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953355-1', 'inventor_first_name': 'Ralph A.', 'inventor_last_name': 'Potter', 'inventor_lastknown_state': 'VA'}, {'inventor_id': '3953355-2', 'inventor_first_name': 'Victor J.', 'inventor_last_name': 'Tennery', 'inventor_lastknown_state': 'OH'}, {'inventor_id': '3953357-2', 'inventor_first_name': 'John C.', 'inventor_last_name': 'Davidtz', 'inventor_lastknown_state': 'NJ'}, {'inventor_id': '3953362-1', 'inventor_first_name': 'Ellwood L.', 'inventor_last_name': 'Lines, Jr.', 'inventor_lastknown_state': 'GA'}, {'inventor_id': '3953362-2', 'inventor_first_name': 'John A.', 'inventor_last_name': 'Herbst', 'inventor_lastknown_state': 'CT'}, {'inventor_id': '3953362-3', 'inventor_first_name': 'Robert J.', 'inventor_last_name': 'Fairbrother', 'inventor_lastknown_state': 'CT'}, {'inventor_id': '3953364-1', 'inventor_first_name': 'Joseph', 'inventor_last_name': 'Jaffe', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953364-2', 'inventor_first_name': 'James R.', 'inventor_last_name': 'Kittrell', 'inventor_lastknown_state': 'MA'}, {'inventor_id': '3953365-1', 'inventor_first_name': 'Masayoshi', 'inventor_last_name': 'Oishi', 'inventor_lastknown_state': 'DE'}, {'inventor_id': '3953367-3', 'inventor_first_name': 'Darrell L.', 'inventor_last_name': 'Werges', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3953374-1', 'inventor_first_name': 'Robert H.', 'inventor_last_name': 'Windhager', 'inventor_lastknown_state': 'PA'}, {'inventor_id': '3953379-1', 'inventor_first_name': 'Francis R.', 'inventor_last_name': 'Cala', 'inventor_lastknown_state': 'NJ'}, {'inventor_id': '3953380-1', 'inventor_first_name': 'Bjorn', 'inventor_last_name': 'Sundby', 'inventor_lastknown_state': None}, {'inventor_id': '3953382-1', 'inventor_first_name': 'Roger E.', 'inventor_last_name': 'Nelson', 'inventor_lastknown_state': 'PA'}, {'inventor_id': '3953385-1', 'inventor_first_name': 'Robert D.', 'inventor_last_name': 'Dworkin', 'inventor_lastknown_state': 'NJ'}, {'inventor_id': '3953385-2', 'inventor_first_name': 'Adam J.', 'inventor_last_name': 'Ejk', 'inventor_lastknown_state': 'NJ'}, {'inventor_id': '3953386-2', 'inventor_first_name': 'David William', 'inventor_last_name': 'Zunker', 'inventor_lastknown_state': 'DE'}, {'inventor_id': '3953388-1', 'inventor_first_name': 'Frank N.', 'inventor_last_name': 'Liberti', 'inventor_lastknown_state': 'IN'}, {'inventor_id': '3953389-2', 'inventor_first_name': 'John D.', 'inventor_last_name': 'Norris', 'inventor_lastknown_state': 'NC'}, {'inventor_id': '3953391-2', 'inventor_first_name': 'Wen-Hsuan', 'inventor_last_name': 'Chang', 'inventor_lastknown_state': 'PA'}, {'inventor_id': '3953394-1', 'inventor_first_name': 'Daniel W.', 'inventor_last_name': 'Fox', 'inventor_lastknown_state': 'MA'}, {'inventor_id': '3953395-1', 'inventor_first_name': 'Eugene Richard', 'inventor_last_name': 'Farone', 'inventor_lastknown_state': 'OH'}, {'inventor_id': '3953400-1', 'inventor_first_name': 'Klaus J.', 'inventor_last_name': 'Dahl', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953404-1', 'inventor_first_name': 'Willem H.', 'inventor_last_name': 'Borman', 'inventor_lastknown_state': 'IN'}, {'inventor_id': '3953406-1', 'inventor_first_name': 'Harold E.', 'inventor_last_name': 'Marsh, Jr.', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953413-1', 'inventor_first_name': 'Yu-Tang', 'inventor_last_name': 'Hwang', 'inventor_lastknown_state': 'IA'}, {'inventor_id': '3953413-2', 'inventor_first_name': 'Howard L.', 'inventor_last_name': 'Grimmett', 'inventor_lastknown_state': 'TX'}, {'inventor_id': '3953416-3', 'inventor_first_name': 'Jaw-Kang', 'inventor_last_name': 'Chang', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953421-1', 'inventor_first_name': 'Gregor', 'inventor_last_name': 'Berstein', 'inventor_lastknown_state': 'MA'}, {'inventor_id': '3953422-1', 'inventor_first_name': 'Francis R.', 'inventor_last_name': 'Pfeiffer', 'inventor_lastknown_state': 'NJ'}, {'inventor_id': '3953426-1', 'inventor_first_name': 'Earl Dan', 'inventor_last_name': 'Flickinger', 'inventor_lastknown_state': 'KS'}, {'inventor_id': '3953426-2', 'inventor_first_name': 'Charles Merlyn', 'inventor_last_name': 'Buess', 'inventor_lastknown_state': 'KS'}, {'inventor_id': '3953432-1', 'inventor_first_name': 'Herbert L.', 'inventor_last_name': 'Wehrmeister', 'inventor_lastknown_state': 'IN'}, {'inventor_id': '3953438-1', 'inventor_first_name': 'Gary A.', 'inventor_last_name': 'Koppel', 'inventor_lastknown_state': 'IN'}, {'inventor_id': '3953439-1', 'inventor_first_name': 'John', 'inventor_last_name': 'Gleason', 'inventor_lastknown_state': 'FL'}, {'inventor_id': '3953440-1', 'inventor_first_name': 'Lowell D.', 'inventor_last_name': 'Hatfield', 'inventor_lastknown_state': 'IN'}, {'inventor_id': '3953444-1', 'inventor_first_name': 'Prithipal', 'inventor_last_name': 'Singh', 'inventor_lastknown_state': None}, {'inventor_id': '3953444-2', 'inventor_first_name': 'Edwin F.', 'inventor_last_name': 'Ullman', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953457-1', 'inventor_first_name': 'Barry A.', 'inventor_last_name': 'Dreikorn', 'inventor_lastknown_state': 'IN'}, {'inventor_id': '3953457-2', 'inventor_first_name': 'Kenneth E.', 'inventor_last_name': 'Kramer', 'inventor_lastknown_state': 'IN'}, {'inventor_id': '3953462-1', 'inventor_first_name': 'Robert J.', 'inventor_last_name': 'Gruber', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3953462-2', 'inventor_first_name': 'Nicholas J.', 'inventor_last_name': 'Germano', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3953465-1', 'inventor_first_name': 'William A.', 'inventor_last_name': 'Bolhofer', 'inventor_lastknown_state': 'PA'}, {'inventor_id': '3953466-2', 'inventor_first_name': 'Leonard J.', 'inventor_last_name': 'Czuba', 'inventor_lastknown_state': 'CT'}, {'inventor_id': '3953468-1', 'inventor_first_name': 'William J.', 'inventor_last_name': 'Wechter', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953468-2', 'inventor_first_name': 'John B.', 'inventor_last_name': 'Wright', 'inventor_lastknown_state': 'TX'}, {'inventor_id': '3953473-1', 'inventor_first_name': 'Verlan H.', 'inventor_last_name': 'VanRheenen', 'inventor_lastknown_state': 'MI'}, {'inventor_id': '3953477-2', 'inventor_first_name': 'Francis H.', 'inventor_last_name': 'Walker', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953477-3', 'inventor_first_name': 'Peter E.', 'inventor_last_name': 'Letchworth', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953481-2', 'inventor_first_name': 'Fausto', 'inventor_last_name': 'Ramirez', 'inventor_lastknown_state': 'VA'}, {'inventor_id': '3953484-1', 'inventor_first_name': 'Leonard L.', 'inventor_last_name': 'Sutker', 'inventor_lastknown_state': 'PA'}, {'inventor_id': '3953488-1', 'inventor_first_name': 'Peter H.', 'inventor_last_name': 'Scott', 'inventor_lastknown_state': 'MA'}, {'inventor_id': '3953492-1', 'inventor_first_name': 'Helmut H.', 'inventor_last_name': 'Mrozik', 'inventor_lastknown_state': 'NJ'}, {'inventor_id': '3953493-1', 'inventor_first_name': 'William J.', 'inventor_last_name': 'Vanden Heuvel', 'inventor_lastknown_state': 'NJ'}, {'inventor_id': '3953497-1', 'inventor_first_name': 'Philip E.', 'inventor_last_name': 'Wiegert', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3953498-1', 'inventor_first_name': 'Robert J.', 'inventor_last_name': 'Hartle', 'inventor_lastknown_state': 'PA'}, {'inventor_id': '3953506-1', 'inventor_first_name': 'Larry Dean', 'inventor_last_name': 'Spicer', 'inventor_lastknown_state': 'NJ'}, {'inventor_id': '3953506-2', 'inventor_first_name': 'Joseph Michael', 'inventor_last_name': 'Pensack', 'inventor_lastknown_state': 'NJ'}, {'inventor_id': '3953506-3', 'inventor_first_name': 'Robert Daniel', 'inventor_last_name': 'Wilbur', 'inventor_lastknown_state': 'NJ'}, {'inventor_id': '3953506-4', 'inventor_first_name': 'Gary Michael', 'inventor_last_name': 'Demkovich', 'inventor_lastknown_state': 'NJ'}, {'inventor_id': '3953510-1', 'inventor_first_name': 'Curtis P.', 'inventor_last_name': 'Smith', 'inventor_lastknown_state': 'CT'}, {'inventor_id': '3953520-3', 'inventor_first_name': 'Newton L.', 'inventor_last_name': 'Abramson', 'inventor_lastknown_state': 'NJ'}, {'inventor_id': '3953532-1', 'inventor_first_name': 'Richard J.', 'inventor_last_name': 'Anderson', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953537-1', 'inventor_first_name': 'Frank J.', 'inventor_last_name': 'Chloupek', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3953537-3', 'inventor_first_name': 'Laszlo', 'inventor_last_name': 'Pollak', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3953537-4', 'inventor_first_name': 'Ronald A.', 'inventor_last_name': 'Kmecak', 'inventor_lastknown_state': 'KY'}, {'inventor_id': '3953538-1', 'inventor_first_name': 'William G.', 'inventor_last_name': 'Boney', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3953543-2', 'inventor_first_name': 'Thomas Chester', 'inventor_last_name': 'Bouton', 'inventor_lastknown_state': 'OH'}, {'inventor_id': '3953544-3', 'inventor_first_name': 'Robert W.', 'inventor_last_name': 'Vaughan', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953549-1', 'inventor_first_name': 'John W.', 'inventor_last_name': 'Moulds', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3953551-1', 'inventor_first_name': 'Arthur G.', 'inventor_last_name': 'Dorall', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953553-1', 'inventor_first_name': 'Paul M.', 'inventor_last_name': 'Thayer', 'inventor_lastknown_state': 'WI'}, {'inventor_id': '3953554-1', 'inventor_first_name': 'Edward T.', 'inventor_last_name': 'Loughridge', 'inventor_lastknown_state': 'OH'}, {'inventor_id': '3953555-1', 'inventor_first_name': 'Paul R.', 'inventor_last_name': 'Gley', 'inventor_lastknown_state': 'NJ'}, {'inventor_id': '3953556-1', 'inventor_first_name': 'Harley A.', 'inventor_last_name': 'Wilhelm', 'inventor_lastknown_state': 'IA'}, {'inventor_id': '3953556-2', 'inventor_first_name': 'James K.', 'inventor_last_name': 'McClusky', 'inventor_lastknown_state': 'IN'}, {'inventor_id': '3953557-1', 'inventor_first_name': 'Harri J.', 'inventor_last_name': 'Brax', 'inventor_lastknown_state': 'SC'}, {'inventor_id': '3953557-2', 'inventor_first_name': 'Joseph F.', 'inventor_last_name': 'Porinchak', 'inventor_lastknown_state': 'MD'}, {'inventor_id': '3953557-3', 'inventor_first_name': 'Alan S.', 'inventor_last_name': 'Weinberg', 'inventor_lastknown_state': 'SC'}, {'inventor_id': '3953561-1', 'inventor_first_name': 'Hyunkook', 'inventor_last_name': 'Shin', 'inventor_lastknown_state': 'DE'}, {'inventor_id': '3953562-1', 'inventor_first_name': 'Gerald F.', 'inventor_last_name': 'Hait', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3953562-2', 'inventor_first_name': 'Robert W.', 'inventor_last_name': 'Nufer', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3953564-1', 'inventor_first_name': 'Elvin M.', 'inventor_last_name': 'Weidman', 'inventor_lastknown_state': 'PA'}, {'inventor_id': '3953566-1', 'inventor_first_name': 'Robert W.', 'inventor_last_name': 'Gore', 'inventor_lastknown_state': 'DE'}, {'inventor_id': '3953567-1', 'inventor_first_name': 'Patrick M.', 'inventor_last_name': 'Grant', 'inventor_lastknown_state': 'NM'}, {'inventor_id': '3953567-2', 'inventor_first_name': 'Bruce R.', 'inventor_last_name': 'Erdal', 'inventor_lastknown_state': 'NM'}, {'inventor_id': '3953567-3', 'inventor_first_name': 'Harold A.', 'inventor_last_name': "O'Brien, Jr.", 'inventor_lastknown_state': 'NM'}, {'inventor_id': '3953572-2', 'inventor_first_name': 'John Wallace', 'inventor_last_name': 'Gwynn', 'inventor_lastknown_state': 'UT'}, {'inventor_id': '3953572-3', 'inventor_first_name': 'Stephen H.', 'inventor_last_name': 'Hall, Sr.', 'inventor_lastknown_state': 'WI'}, {'inventor_id': '3953573-1', 'inventor_first_name': 'Edward O.', 'inventor_last_name': 'Kazimir', 'inventor_lastknown_state': 'NJ'}, {'inventor_id': '3953573-2', 'inventor_first_name': 'Donald J.', 'inventor_last_name': 'Weintritt, Jr.', 'inventor_lastknown_state': 'TX'}, {'inventor_id': '3953574-1', 'inventor_first_name': 'Robert D.', 'inventor_last_name': 'Toomey', 'inventor_lastknown_state': 'UT'}, {'inventor_id': '3953575-1', 'inventor_first_name': 'Dimitri', 'inventor_last_name': 'Gidaspow', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3953575-2', 'inventor_first_name': 'Linus', 'inventor_last_name': 'Leung', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3953576-1', 'inventor_first_name': 'Garbis H.', 'inventor_last_name': 'Meguerian', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3953579-1', 'inventor_first_name': 'Robert B.', 'inventor_last_name': 'Herchenroeder', 'inventor_lastknown_state': 'IN'}, {'inventor_id': '3953582-1', 'inventor_first_name': 'Peter J.', 'inventor_last_name': 'Astrauskas', 'inventor_lastknown_state': 'AZ'}, {'inventor_id': '3953583-1', 'inventor_first_name': 'Eulas W.', 'inventor_last_name': 'Henderson', 'inventor_lastknown_state': 'OH'}, {'inventor_id': '3953585-1', 'inventor_first_name': 'Bernard F.', 'inventor_last_name': 'Sukornick', 'inventor_lastknown_state': 'FL'}, {'inventor_id': '3953587-1', 'inventor_first_name': 'Hanju', 'inventor_last_name': 'Lee', 'inventor_lastknown_state': 'MD'}, {'inventor_id': '3953587-2', 'inventor_first_name': 'Chang Whan', 'inventor_last_name': 'Chi', 'inventor_lastknown_state': 'MD'}, {'inventor_id': '3953589-1', 'inventor_first_name': 'Paul L.', 'inventor_last_name': 'Warner, Jr.', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3953590-1', 'inventor_first_name': 'Miriam L.', 'inventor_last_name': 'Douglass', 'inventor_lastknown_state': 'NJ'}, {'inventor_id': '3953590-2', 'inventor_first_name': 'Salvatore Joseph', 'inventor_last_name': 'DeSalva', 'inventor_lastknown_state': 'NJ'}, {'inventor_id': '3953591-1', 'inventor_first_name': 'William E.', 'inventor_last_name': 'Snyder', 'inventor_lastknown_state': 'OH'}, {'inventor_id': '3953596-1', 'inventor_first_name': 'Alfred D.', 'inventor_last_name': 'Miller', 'inventor_lastknown_state': 'DE'}, {'inventor_id': '3953597-1', 'inventor_first_name': 'Emil P.', 'inventor_last_name': 'Lira', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3953597-2', 'inventor_first_name': 'Walter M.', 'inventor_last_name': 'Barker', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3953597-3', 'inventor_first_name': 'Robert C.', 'inventor_last_name': 'McCrae', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3953598-1', 'inventor_first_name': 'Charles M.', 'inventor_last_name': 'Hall', 'inventor_lastknown_state': 'MI'}, {'inventor_id': '3953599-1', 'inventor_first_name': 'Francis Kilmer', 'inventor_last_name': 'MacMillan', 'inventor_lastknown_state': 'OH'}, {'inventor_id': '3953599-2', 'inventor_first_name': 'Warren Irl', 'inventor_last_name': 'Lyness', 'inventor_lastknown_state': 'OH'}, {'inventor_id': '3953605-1', 'inventor_first_name': 'Robert', 'inventor_last_name': 'Bauman', 'inventor_lastknown_state': None}, {'inventor_id': '3953609-1', 'inventor_first_name': 'Stewart M.', 'inventor_last_name': 'Farr', 'inventor_lastknown_state': 'FL'}, {'inventor_id': '3953610-1', 'inventor_first_name': 'Lawrence L.', 'inventor_last_name': 'Little', 'inventor_lastknown_state': 'MO'}, {'inventor_id': '3953611-1', 'inventor_first_name': 'Rudolph William', 'inventor_last_name': 'Youngquist', 'inventor_lastknown_state': 'OH'}, {'inventor_id': '3953612-1', 'inventor_first_name': 'Myron J.', 'inventor_last_name': 'Coplan', 'inventor_lastknown_state': 'MA'}, {'inventor_id': '3953612-2', 'inventor_first_name': 'Robert Bernard', 'inventor_last_name': 'Davis', 'inventor_lastknown_state': 'MA'}, {'inventor_id': '3953612-3', 'inventor_first_name': 'Daniel Kenneth', 'inventor_last_name': 'Schiffer', 'inventor_lastknown_state': 'GA'}, {'inventor_id': '3953614-4', 'inventor_first_name': 'Leslie', 'inventor_last_name': 'Blau', 'inventor_lastknown_state': 'NJ'}, {'inventor_id': '3953615-1', 'inventor_first_name': 'Ashis S.', 'inventor_last_name': 'Gupta', 'inventor_lastknown_state': 'GA'}, {'inventor_id': '3953615-2', 'inventor_first_name': 'Clifford A.', 'inventor_last_name': 'Shillinglaw', 'inventor_lastknown_state': 'GA'}, {'inventor_id': '3953616-1', 'inventor_first_name': 'Paul D.', 'inventor_last_name': 'Thomas', 'inventor_lastknown_state': 'CT'}, {'inventor_id': '3953617-1', 'inventor_first_name': 'Warren H.', 'inventor_last_name': 'Smith', 'inventor_lastknown_state': 'OH'}, {'inventor_id': '3953617-2', 'inventor_first_name': 'William L.', 'inventor_last_name': 'Taylor', 'inventor_lastknown_state': 'TX'}, {'inventor_id': '3953617-3', 'inventor_first_name': 'Harold L.', 'inventor_last_name': 'Turner', 'inventor_lastknown_state': 'OH'}, {'inventor_id': '3953618-1', 'inventor_first_name': 'Eric P.', 'inventor_last_name': 'Muntz', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953620-1', 'inventor_first_name': 'Edwin', 'inventor_last_name': 'Chandross', 'inventor_lastknown_state': 'NJ'}, {'inventor_id': '3953620-2', 'inventor_first_name': 'Coralie Anne', 'inventor_last_name': 'Pryde', 'inventor_lastknown_state': 'NJ'}, {'inventor_id': '3953620-3', 'inventor_first_name': 'Walter J.', 'inventor_last_name': 'Tomlinson, III', 'inventor_lastknown_state': 'NJ'}, {'inventor_id': '3953621-1', 'inventor_first_name': 'Robert L.', 'inventor_last_name': 'Donofrio', 'inventor_lastknown_state': 'MI'}, {'inventor_id': '3953622-2', 'inventor_first_name': 'Earl E.', 'inventor_last_name': 'Parker', 'inventor_lastknown_state': 'PA'}, {'inventor_id': '3953624-1', 'inventor_first_name': 'Anthony F.', 'inventor_last_name': 'Arnold', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3953625-1', 'inventor_first_name': 'Harold J.', 'inventor_last_name': 'Quaintance', 'inventor_lastknown_state': 'OH'}, {'inventor_id': '3953625-2', 'inventor_first_name': 'Eugene', 'inventor_last_name': 'Wainer', 'inventor_lastknown_state': 'OH'}, {'inventor_id': '3953627-1', 'inventor_first_name': 'Roy G.', 'inventor_last_name': 'Turnbo', 'inventor_lastknown_state': 'TX'}, {'inventor_id': '3953627-2', 'inventor_first_name': 'David G.', 'inventor_last_name': 'Walker', 'inventor_lastknown_state': 'TX'}, {'inventor_id': '3953627-3', 'inventor_first_name': 'Marvin', 'inventor_last_name': 'Rosen', 'inventor_lastknown_state': 'NJ'}, {'inventor_id': '3953628-1', 'inventor_first_name': 'Charles R.', 'inventor_last_name': 'Gannon', 'inventor_lastknown_state': 'KY'}, {'inventor_id': '3953630-2', 'inventor_first_name': 'Robert A.', 'inventor_last_name': 'Burns', 'inventor_lastknown_state': 'FL'}, {'inventor_id': '3953631-1', 'inventor_first_name': 'David Edward', 'inventor_last_name': 'Gordon', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3953632-1', 'inventor_first_name': 'Leonard W.', 'inventor_last_name': 'Robinson', 'inventor_lastknown_state': 'MI'}, {'inventor_id': '3953633-1', 'inventor_first_name': 'Walter F.', 'inventor_last_name': 'Noonan', 'inventor_lastknown_state': 'PA'}, {'inventor_id': '3953636-1', 'inventor_first_name': 'Henry P.', 'inventor_last_name': 'Kirchner', 'inventor_lastknown_state': 'PA'}, {'inventor_id': '3953637-1', 'inventor_first_name': 'Donald F.', 'inventor_last_name': 'Phillips', 'inventor_lastknown_state': 'CT'}, {'inventor_id': '3953638-1', 'inventor_first_name': 'Clifford B.', 'inventor_last_name': 'Kemp', 'inventor_lastknown_state': 'OH'}, {'inventor_id': '3953639-1', 'inventor_first_name': 'Walter J.', 'inventor_last_name': 'Lewicki, Jr.', 'inventor_lastknown_state': 'PA'}, {'inventor_id': '3953642-1', 'inventor_first_name': 'Dennis L.', 'inventor_last_name': 'Forbess', 'inventor_lastknown_state': 'WA'}, {'inventor_id': '3953642-2', 'inventor_first_name': 'John E.', 'inventor_last_name': 'Hanby', 'inventor_lastknown_state': 'WA'}, {'inventor_id': '3953643-1', 'inventor_first_name': 'Mo-Fung', 'inventor_last_name': 'Cheung', 'inventor_lastknown_state': 'MI'}, {'inventor_id': '3953643-2', 'inventor_first_name': 'Ray A.', 'inventor_last_name': 'Dickie', 'inventor_lastknown_state': 'MI'}, {'inventor_id': '3953644-2', 'inventor_first_name': 'Arend D.', 'inventor_last_name': 'Vos', 'inventor_lastknown_state': 'MI'}, {'inventor_id': '3953645-1', 'inventor_first_name': 'Ernest K.', 'inventor_last_name': 'Moss', 'inventor_lastknown_state': 'FL'}, {'inventor_id': '3953646-1', 'inventor_first_name': 'James', 'inventor_last_name': 'Fletcher', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953646-2', 'inventor_first_name': 'Alexander', 'inventor_last_name': 'Pechman', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953646-3', 'inventor_first_name': 'Robert M.', 'inventor_last_name': 'Beasley', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953647-1', 'inventor_first_name': 'John J.', 'inventor_last_name': 'Brennan', 'inventor_lastknown_state': 'CT'}, {'inventor_id': '3953647-2', 'inventor_first_name': 'Norman S.', 'inventor_last_name': 'Bornstein', 'inventor_lastknown_state': 'CT'}, {'inventor_id': '3953652-1', 'inventor_first_name': 'Richard Robert', 'inventor_last_name': 'Addiss, Jr.', 'inventor_lastknown_state': 'MA'}, {'inventor_id': '3953652-2', 'inventor_first_name': 'Nedo P.', 'inventor_last_name': 'Albertinetti', 'inventor_lastknown_state': 'MA'}, {'inventor_id': '3953655-1', 'inventor_first_name': 'Robert A.', 'inventor_last_name': 'Steinkamp', 'inventor_lastknown_state': 'LA'}, {'inventor_id': '3953655-2', 'inventor_first_name': 'Thomas J.', 'inventor_last_name': 'Grail', 'inventor_lastknown_state': 'TX'}, {'inventor_id': '3953659-1', 'inventor_first_name': 'James K.', 'inventor_last_name': 'Truitt', 'inventor_lastknown_state': 'TX'}, {'inventor_id': '3953661-1', 'inventor_first_name': 'Willard Q.', 'inventor_last_name': 'Gulley', 'inventor_lastknown_state': 'TN'}, {'inventor_id': '3953663-1', 'inventor_first_name': 'William G.', 'inventor_last_name': 'Kelhm, Jr.', 'inventor_lastknown_state': 'MI'}, {'inventor_id': '3953666-1', 'inventor_first_name': 'James H.', 'inventor_last_name': 'Justice', 'inventor_lastknown_state': 'PA'}, {'inventor_id': '3953667-1', 'inventor_first_name': 'Allen C.', 'inventor_last_name': 'Layton', 'inventor_lastknown_state': 'FL'}, {'inventor_id': '3953667-2', 'inventor_first_name': 'Werner G.', 'inventor_last_name': 'Zinn, Jr.', 'inventor_lastknown_state': 'FL'}, {'inventor_id': '3953667-3', 'inventor_first_name': 'Antonio J.', 'inventor_last_name': 'Mendez', 'inventor_lastknown_state': 'FL'}, {'inventor_id': '3953667-4', 'inventor_first_name': 'Robert E.', 'inventor_last_name': 'Howle', 'inventor_lastknown_state': 'FL'}, {'inventor_id': '3953667-5', 'inventor_first_name': 'Thomas E.', 'inventor_last_name': 'Bayston', 'inventor_lastknown_state': 'FL'}, {'inventor_id': '3953670-1', 'inventor_first_name': 'Paul R.', 'inventor_last_name': 'Prince', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953674-1', 'inventor_first_name': 'James', 'inventor_last_name': 'Fletcher', 'inventor_lastknown_state': 'MD'}, {'inventor_id': '3953674-2', 'inventor_first_name': 'Carroll T.', 'inventor_last_name': 'Pardoe', 'inventor_lastknown_state': 'MD'}, {'inventor_id': '3953675-1', 'inventor_first_name': 'Burton A.', 'inventor_last_name': 'Babb', 'inventor_lastknown_state': 'TX'}, {'inventor_id': '3953679-1', 'inventor_first_name': 'Neal J.', 'inventor_last_name': 'Buglewicz', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953682-1', 'inventor_first_name': 'Douglas Lee', 'inventor_last_name': 'Daniels', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953682-2', 'inventor_first_name': 'Garrold W.', 'inventor_last_name': 'Ochs', 'inventor_lastknown_state': 'VA'}, {'inventor_id': '3953683-1', 'inventor_first_name': 'Bruce C.', 'inventor_last_name': 'Gabrielson', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953685-1', 'inventor_first_name': 'Fred C.', 'inventor_last_name': 'Bolick, Jr.', 'inventor_lastknown_state': 'GA'}, {'inventor_id': '3953687-1', 'inventor_first_name': 'Gordon S.', 'inventor_last_name': 'Carbonneau', 'inventor_lastknown_state': 'MI'}, {'inventor_id': '3953688-1', 'inventor_first_name': 'Dominica R.', 'inventor_last_name': 'Rocha', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953689-1', 'inventor_first_name': 'Louis', 'inventor_last_name': 'Marrero', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953693-1', 'inventor_first_name': 'Herbert M.', 'inventor_last_name': 'Pflanz', 'inventor_lastknown_state': 'MA'}, {'inventor_id': '3953697-1', 'inventor_first_name': 'Allen L.', 'inventor_last_name': 'Teichert', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953700-1', 'inventor_first_name': 'Melvin R.', 'inventor_last_name': 'Sindt', 'inventor_lastknown_state': 'WA'}, {'inventor_id': '3953701-1', 'inventor_first_name': 'Joshua G.', 'inventor_last_name': 'Manwaring', 'inventor_lastknown_state': 'MA'}, {'inventor_id': '3953702-1', 'inventor_first_name': 'Samuel H.', 'inventor_last_name': 'Bickel', 'inventor_lastknown_state': 'TX'}, {'inventor_id': '3953703-1', 'inventor_first_name': 'Steven D.', 'inventor_last_name': 'Hurwitt', 'inventor_lastknown_state': 'NJ'}, {'inventor_id': '3953705-1', 'inventor_first_name': 'James H.', 'inventor_last_name': 'Painter', 'inventor_lastknown_state': 'MO'}, {'inventor_id': '3953706-1', 'inventor_first_name': 'Charles W.', 'inventor_last_name': 'Harris', 'inventor_lastknown_state': 'FL'}, {'inventor_id': '3953707-1', 'inventor_first_name': 'Peter G.', 'inventor_last_name': 'Tanis', 'inventor_lastknown_state': 'MN'}, {'inventor_id': '3953708-1', 'inventor_first_name': 'David D.', 'inventor_last_name': 'Thornburg', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953709-1', 'inventor_first_name': 'John F.', 'inventor_last_name': 'Elter', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3953722-1', 'inventor_first_name': 'Gerald A.', 'inventor_last_name': 'Stick', 'inventor_lastknown_state': 'MI'}, {'inventor_id': '3953725-1', 'inventor_first_name': 'Albert E.', 'inventor_last_name': 'Ketler', 'inventor_lastknown_state': 'PA'}, {'inventor_id': '3953725-2', 'inventor_first_name': 'Ronald H.', 'inventor_last_name': 'Campbell', 'inventor_lastknown_state': 'UT'}, {'inventor_id': '3953725-3', 'inventor_first_name': 'George', 'inventor_last_name': 'Shacreaw', 'inventor_lastknown_state': 'PA'}, {'inventor_id': '3953726-1', 'inventor_first_name': 'Frank M.', 'inventor_last_name': 'Scarritt, Sr.', 'inventor_lastknown_state': 'FL'}, {'inventor_id': '3953731-1', 'inventor_first_name': 'Harold K.', 'inventor_last_name': 'Forsen', 'inventor_lastknown_state': 'WA'}, {'inventor_id': '3953739-1', 'inventor_first_name': 'Edward A.', 'inventor_last_name': 'Colombo', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3953739-2', 'inventor_first_name': 'James T.', 'inventor_last_name': 'Tsai', 'inventor_lastknown_state': None}, {'inventor_id': '3953740-1', 'inventor_first_name': 'Charles J.', 'inventor_last_name': 'Seiter, Jr.', 'inventor_lastknown_state': 'TX'}, {'inventor_id': '3953742-1', 'inventor_first_name': 'Edward P.', 'inventor_last_name': 'Anderson', 'inventor_lastknown_state': 'WI'}, {'inventor_id': '3953742-2', 'inventor_first_name': 'Mark', 'inventor_last_name': 'Harris', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3953743-1', 'inventor_first_name': 'Richard J.', 'inventor_last_name': 'Hollingsworth', 'inventor_lastknown_state': 'MA'}, {'inventor_id': '3953745-1', 'inventor_first_name': 'Walter H.', 'inventor_last_name': 'Bailey', 'inventor_lastknown_state': 'TN'}, {'inventor_id': '3953750-1', 'inventor_first_name': 'James R.', 'inventor_last_name': 'Hendershot, Jr.', 'inventor_lastknown_state': 'KY'}, {'inventor_id': '3953752-1', 'inventor_first_name': 'Albert C.', 'inventor_last_name': 'Bannon', 'inventor_lastknown_state': 'IN'}, {'inventor_id': '3953753-1', 'inventor_first_name': 'Edward L.', 'inventor_last_name': 'Barrett', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3953757-1', 'inventor_first_name': 'Robert Johan', 'inventor_last_name': 'Ney', 'inventor_lastknown_state': 'PA'}, {'inventor_id': '3953759-1', 'inventor_first_name': 'George K.', 'inventor_last_name': 'Farney', 'inventor_lastknown_state': 'MA'}, {'inventor_id': '3953759-2', 'inventor_first_name': 'Andrew S.', 'inventor_last_name': 'Wilczek', 'inventor_lastknown_state': 'MA'}, {'inventor_id': '3953759-3', 'inventor_first_name': 'Roger A.', 'inventor_last_name': 'LaPlante', 'inventor_lastknown_state': 'MA'}, {'inventor_id': '3953761-1', 'inventor_first_name': 'Thomas Lo', 'inventor_last_name': 'Giudice', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3953763-1', 'inventor_first_name': 'Phillip R.', 'inventor_last_name': 'Herrick', 'inventor_lastknown_state': 'IN'}, {'inventor_id': '3953764-1', 'inventor_first_name': 'Edward', 'inventor_last_name': 'Miller', 'inventor_lastknown_state': 'PA'}, {'inventor_id': '3953764-2', 'inventor_first_name': 'Anthony P.', 'inventor_last_name': 'Latella', 'inventor_lastknown_state': 'PA'}, {'inventor_id': '3953766-2', 'inventor_first_name': 'Donald L.', 'inventor_last_name': 'Watrous', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3953766-3', 'inventor_first_name': 'Robert G.', 'inventor_last_name': 'Hodgins', 'inventor_lastknown_state': 'NC'}, {'inventor_id': '3953768-1', 'inventor_first_name': 'Ronald D.', 'inventor_last_name': 'Meredith', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953768-2', 'inventor_first_name': 'John T.', 'inventor_last_name': 'Shoberg', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953769-1', 'inventor_first_name': 'Riley M.', 'inventor_last_name': 'Sopko', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953772-1', 'inventor_first_name': 'Robert E.', 'inventor_last_name': 'Zimmer', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3953775-1', 'inventor_first_name': 'Aaron D.', 'inventor_last_name': 'Friend', 'inventor_lastknown_state': 'TX'}, {'inventor_id': '3953775-2', 'inventor_first_name': 'Hilmer C.', 'inventor_last_name': 'Lindahl', 'inventor_lastknown_state': 'TX'}, {'inventor_id': '3953779-1', 'inventor_first_name': 'Francisc C.', 'inventor_last_name': 'Schwarz', 'inventor_lastknown_state': 'MA'}, {'inventor_id': '3953780-1', 'inventor_first_name': 'Thomas E.', 'inventor_last_name': 'Anderson', 'inventor_lastknown_state': 'WA'}, {'inventor_id': '3953780-2', 'inventor_first_name': 'John P.', 'inventor_last_name': 'Walden', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3953782-1', 'inventor_first_name': 'William A.', 'inventor_last_name': 'Means', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3953785-1', 'inventor_first_name': 'William Sherman', 'inventor_last_name': 'Bell, Jr.', 'inventor_lastknown_state': 'TX'}, {'inventor_id': '3953786-1', 'inventor_first_name': 'Hsiao J.', 'inventor_last_name': 'Ma', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3953786-2', 'inventor_first_name': 'George H.', 'inventor_last_name': 'Studtmann', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3953788-1', 'inventor_first_name': 'Fausto V.', 'inventor_last_name': 'Taddeo', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953788-2', 'inventor_first_name': 'Raymond W.', 'inventor_last_name': 'Pauly', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953789-2', 'inventor_first_name': 'Costantino S.', 'inventor_last_name': 'Yannoni', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953790-1', 'inventor_first_name': 'Wendell V.', 'inventor_last_name': 'Ebling', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953790-2', 'inventor_first_name': 'Herbert', 'inventor_last_name': 'Goldsmith', 'inventor_lastknown_state': 'MD'}, {'inventor_id': '3953792-1', 'inventor_first_name': 'James', 'inventor_last_name': 'Fletcher', 'inventor_lastknown_state': 'NC'}, {'inventor_id': '3953792-2', 'inventor_first_name': 'Jimmie J.', 'inventor_last_name': 'Wortman', 'inventor_lastknown_state': 'NC'}, {'inventor_id': '3953792-3', 'inventor_first_name': 'Robert P.', 'inventor_last_name': 'Donovan', 'inventor_lastknown_state': 'NC'}, {'inventor_id': '3953792-4', 'inventor_first_name': 'Arthur D.', 'inventor_last_name': 'Brooks', 'inventor_lastknown_state': 'NC'}, {'inventor_id': '3953792-5', 'inventor_first_name': 'Larry K.', 'inventor_last_name': 'Monteith', 'inventor_lastknown_state': 'NC'}, {'inventor_id': '3953792-6', 'inventor_first_name': 'William H.', 'inventor_last_name': 'Kinard', 'inventor_lastknown_state': 'VA'}, {'inventor_id': '3953792-7', 'inventor_first_name': 'Robert L.', 'inventor_last_name': "O'Neil", 'inventor_lastknown_state': 'VA'}, {'inventor_id': '3953794-1', 'inventor_first_name': 'Phillip M.', 'inventor_last_name': 'Moore', 'inventor_lastknown_state': 'AZ'}, {'inventor_id': '3953799-1', 'inventor_first_name': 'Thomas K.', 'inventor_last_name': 'Albee', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3953800-3', 'inventor_first_name': 'John A.', 'inventor_last_name': 'Marchetti', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3953801-1', 'inventor_first_name': 'Robert R.', 'inventor_last_name': 'Podowski', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3953802-1', 'inventor_first_name': 'George F.', 'inventor_last_name': 'Morris', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3953802-2', 'inventor_first_name': 'David L.', 'inventor_last_name': 'Babcock', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3953802-3', 'inventor_first_name': 'Eugene A.', 'inventor_last_name': 'Peterson', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3953805-1', 'inventor_first_name': 'James Benedict', 'inventor_last_name': 'Couvillon', 'inventor_lastknown_state': 'TX'}, {'inventor_id': '3953806-1', 'inventor_first_name': 'Joseph L.', 'inventor_last_name': 'Veranth', 'inventor_lastknown_state': 'MA'}, {'inventor_id': '3953808-1', 'inventor_first_name': 'Charles W.', 'inventor_last_name': 'Clark', 'inventor_lastknown_state': 'MO'}, {'inventor_id': '3953808-2', 'inventor_first_name': 'Edwin G.', 'inventor_last_name': 'Morton', 'inventor_lastknown_state': 'MA'}, {'inventor_id': '3953808-3', 'inventor_first_name': 'Robert L.', 'inventor_last_name': 'Voss', 'inventor_lastknown_state': 'MO'}, {'inventor_id': '3953809-2', 'inventor_first_name': 'David Joseph', 'inventor_last_name': 'Miller, III', 'inventor_lastknown_state': 'PA'}, {'inventor_id': '3953812-1', 'inventor_first_name': 'Eldon B.', 'inventor_last_name': 'Heft', 'inventor_lastknown_state': 'CT'}, {'inventor_id': '3953812-2', 'inventor_first_name': 'Joseph Francis', 'inventor_last_name': 'Johnson', 'inventor_lastknown_state': 'CT'}, {'inventor_id': '3953817-1', 'inventor_first_name': 'James P.', 'inventor_last_name': 'Covert', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3953818-1', 'inventor_first_name': 'Vance B.', 'inventor_last_name': 'Martin', 'inventor_lastknown_state': 'NC'}, {'inventor_id': '3953818-2', 'inventor_first_name': 'George D.', 'inventor_last_name': 'Allen', 'inventor_lastknown_state': 'MO'}, {'inventor_id': '3953818-3', 'inventor_first_name': 'Harold D.', 'inventor_last_name': 'Haubein', 'inventor_lastknown_state': 'MO'}, {'inventor_id': '3953818-4', 'inventor_first_name': 'Melvin B.', 'inventor_last_name': 'Goe, Jr.', 'inventor_lastknown_state': 'MO'}, {'inventor_id': '3953818-5', 'inventor_first_name': 'Kenneth A.', 'inventor_last_name': 'Toeniskoetter', 'inventor_lastknown_state': 'MO'}, {'inventor_id': '3953821-2', 'inventor_first_name': 'Ronald L.', 'inventor_last_name': 'Stuckey', 'inventor_lastknown_state': 'IN'}, {'inventor_id': '3953821-3', 'inventor_first_name': 'Arthur L.', 'inventor_last_name': 'Rozema', 'inventor_lastknown_state': 'IN'}, {'inventor_id': '3953822-1', 'inventor_first_name': 'David Raphael', 'inventor_last_name': 'Vilkomerson', 'inventor_lastknown_state': 'NJ'}, {'inventor_id': '3953824-1', 'inventor_first_name': 'Leonard Y.', 'inventor_last_name': 'Dean, IV', 'inventor_lastknown_state': 'AL'}, {'inventor_id': '3953825-3', 'inventor_first_name': 'James F.', 'inventor_last_name': 'Havlice', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953828-1', 'inventor_first_name': 'Rufus Lee', 'inventor_last_name': 'Cook', 'inventor_lastknown_state': 'FL'}, {'inventor_id': '3953829-1', 'inventor_first_name': 'Charles F.', 'inventor_last_name': 'Boyle', 'inventor_lastknown_state': 'MI'}, {'inventor_id': '3953830-1', 'inventor_first_name': 'Don W.', 'inventor_last_name': 'Williams', 'inventor_lastknown_state': 'OH'}, {'inventor_id': '3953831-1', 'inventor_first_name': 'Richard J.', 'inventor_last_name': 'Estrada', 'inventor_lastknown_state': 'FL'}, {'inventor_id': '3953833-1', 'inventor_first_name': 'Allen L.', 'inventor_last_name': 'Shapiro', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953834-1', 'inventor_first_name': 'Bobby G.', 'inventor_last_name': 'Burkett', 'inventor_lastknown_state': 'TX'}, {'inventor_id': '3953835-1', 'inventor_first_name': 'Allen J.', 'inventor_last_name': 'Cuccio', 'inventor_lastknown_state': 'CO'}, {'inventor_id': '3953835-2', 'inventor_first_name': 'John P.', 'inventor_last_name': 'Stafford', 'inventor_lastknown_state': 'NH'}, {'inventor_id': '3953838-1', 'inventor_first_name': 'Robert C.', 'inventor_last_name': 'Gilberg', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953838-2', 'inventor_first_name': 'Frank Chung-Yai', 'inventor_last_name': 'Young', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953839-1', 'inventor_first_name': 'Richard Thomas', 'inventor_last_name': 'Dennison', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3953839-2', 'inventor_first_name': 'David B.', 'inventor_last_name': 'Eardley', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3953840-1', 'inventor_first_name': 'Leonard S.', 'inventor_last_name': 'Cutler', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953840-2', 'inventor_first_name': 'Richard A.', 'inventor_last_name': 'Baugh', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953842-1', 'inventor_first_name': 'Hung Liang', 'inventor_last_name': 'Hu', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953842-2', 'inventor_first_name': 'William Albert', 'inventor_last_name': 'Reynolds, Jr.', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953842-3', 'inventor_first_name': 'Laurence Lee', 'inventor_last_name': 'Rosier', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953843-1', 'inventor_first_name': 'Jorge G.', 'inventor_last_name': 'Codina', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3953844-1', 'inventor_first_name': 'Laurence Gibson', 'inventor_last_name': 'Barr', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953844-3', 'inventor_first_name': 'James Fredrick', 'inventor_last_name': 'Harkee', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953845-1', 'inventor_first_name': 'Leonard', 'inventor_last_name': 'Kress', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3953846-1', 'inventor_first_name': 'Thomas C.', 'inventor_last_name': 'Ekeland', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3953848-1', 'inventor_first_name': 'Richard F.', 'inventor_last_name': 'Dillman', 'inventor_lastknown_state': 'MA'}, {'inventor_id': '3953848-2', 'inventor_first_name': 'James L.', 'inventor_last_name': 'Larsen', 'inventor_lastknown_state': 'MA'}, {'inventor_id': '3953848-3', 'inventor_first_name': 'Alfred M.', 'inventor_last_name': 'Nardizzi', 'inventor_lastknown_state': 'MA'}, {'inventor_id': '3953852-1', 'inventor_first_name': 'Wallace E.', 'inventor_last_name': 'Anderson', 'inventor_lastknown_state': 'MD'}, {'inventor_id': '3953852-2', 'inventor_first_name': 'Albert D.', 'inventor_last_name': 'Krall', 'inventor_lastknown_state': 'MD'}, {'inventor_id': '3953852-3', 'inventor_first_name': 'Albert M.', 'inventor_last_name': 'Syeles', 'inventor_lastknown_state': 'MD'}, {'inventor_id': '3953852-4', 'inventor_first_name': 'Oscar J.', 'inventor_last_name': 'Van Sant', 'inventor_lastknown_state': 'MD'}, {'inventor_id': '3953853-1', 'inventor_first_name': 'John L.', 'inventor_last_name': 'Carter', 'inventor_lastknown_state': 'OR'}, {'inventor_id': '3953853-2', 'inventor_first_name': 'Joseph W.', 'inventor_last_name': 'McGowan', 'inventor_lastknown_state': 'NJ'}, {'inventor_id': '3953855-1', 'inventor_first_name': 'Brian E.', 'inventor_last_name': 'Hollands', 'inventor_lastknown_state': 'VA'}, {'inventor_id': '3953856-1', 'inventor_first_name': 'Calvin Miles', 'inventor_last_name': 'Hammack', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953857-1', 'inventor_first_name': 'Frederic A.', 'inventor_last_name': 'Jenks', 'inventor_lastknown_state': 'MA'}, {'inventor_id': '3953858-1', 'inventor_first_name': 'Edward Allen', 'inventor_last_name': 'Ohm', 'inventor_lastknown_state': 'NJ'}, {'inventor_id': '3953859-1', 'inventor_first_name': 'John W.', 'inventor_last_name': 'Locke', 'inventor_lastknown_state': 'AZ'}, {'inventor_id': '3953869-1', 'inventor_first_name': 'Allen K.', 'inventor_last_name': 'Wah Lo', 'inventor_lastknown_state': 'GA'}, {'inventor_id': '3953869-2', 'inventor_first_name': 'Jerry Curtis', 'inventor_last_name': 'Nims', 'inventor_lastknown_state': 'GA'}, {'inventor_id': '3953870-1', 'inventor_first_name': 'David Owen', 'inventor_last_name': 'Stolper', 'inventor_lastknown_state': 'MA'}, {'inventor_id': '3953871-1', 'inventor_first_name': 'David C.', 'inventor_last_name': 'Borchard', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3953871-2', 'inventor_first_name': 'Robert E.', 'inventor_last_name': 'Chan', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3953871-3', 'inventor_first_name': 'Neil F.', 'inventor_last_name': 'Ratzel', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3953872-3', 'inventor_first_name': 'Nicholas S.', 'inventor_last_name': 'Hadzekyriakides', 'inventor_lastknown_state': 'MA'}, {'inventor_id': '3953873-1', 'inventor_first_name': 'John H.', 'inventor_last_name': 'Tholen', 'inventor_lastknown_state': 'MN'}, {'inventor_id': '3953873-2', 'inventor_first_name': 'John C.', 'inventor_last_name': 'Winters', 'inventor_lastknown_state': 'MN'}, {'inventor_id': '3953874-1', 'inventor_first_name': 'Ari', 'inventor_last_name': 'Aviram', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3953874-2', 'inventor_first_name': 'Marvin Joseph', 'inventor_last_name': 'Freiser', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3953874-3', 'inventor_first_name': 'Philip Edward', 'inventor_last_name': 'Seiden', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3953874-4', 'inventor_first_name': 'William Robert', 'inventor_last_name': 'Young', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3953875-1', 'inventor_first_name': 'David L.', 'inventor_last_name': 'Cave', 'inventor_lastknown_state': 'AZ'}, {'inventor_id': '3953875-2', 'inventor_first_name': 'Walter R.', 'inventor_last_name': 'Davis', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953876-2', 'inventor_first_name': 'Cedric G.', 'inventor_last_name': 'Currin', 'inventor_lastknown_state': 'MI'}, {'inventor_id': '3953878-1', 'inventor_first_name': 'Daniel D.', 'inventor_last_name': 'Mawhinney', 'inventor_lastknown_state': 'NJ'}, {'inventor_id': '3953878-2', 'inventor_first_name': 'Thomas Edward', 'inventor_last_name': 'Walsh', 'inventor_lastknown_state': 'NJ'}, {'inventor_id': '3953879-2', 'inventor_first_name': 'Clifton G.', 'inventor_last_name': 'Fonstad, Jr.', 'inventor_lastknown_state': 'MA'}, {'inventor_id': '3953887-1', 'inventor_first_name': 'Lawrence P.', 'inventor_last_name': 'Kobylarz', 'inventor_lastknown_state': 'MI'}, {'inventor_id': '3953887-2', 'inventor_first_name': 'Ronald H.', 'inventor_last_name': 'Mack', 'inventor_lastknown_state': 'MI'}, {'inventor_id': '3953889-1', 'inventor_first_name': 'James L.', 'inventor_last_name': 'Scieszinski', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953889-2', 'inventor_first_name': 'Ericsen M.', 'inventor_last_name': 'Dunstan', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953889-3', 'inventor_first_name': 'Sidney T.', 'inventor_last_name': 'Schell', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953890-1', 'inventor_first_name': 'Donald J.', 'inventor_last_name': 'Wanek', 'inventor_lastknown_state': 'MN'}, {'inventor_id': '3953890-2', 'inventor_first_name': 'Gordon W.', 'inventor_last_name': 'Westphal', 'inventor_lastknown_state': 'MN'}, {'inventor_id': '3953891-1', 'inventor_first_name': 'Terry L.', 'inventor_last_name': 'Wilmoth', 'inventor_lastknown_state': 'TX'}, {'inventor_id': '3953892-1', 'inventor_first_name': 'James R.', 'inventor_last_name': 'Kennedy', 'inventor_lastknown_state': 'CT'}, {'inventor_id': '3953892-2', 'inventor_first_name': 'Carole Joy', 'inventor_last_name': 'Kennedy', 'inventor_lastknown_state': 'FL'}, {'inventor_id': '3953893-1', 'inventor_first_name': 'Robert M.', 'inventor_last_name': 'Byrnes, Sr.', 'inventor_lastknown_state': 'NE'}, {'inventor_id': '3953894-1', 'inventor_first_name': 'Richard M.', 'inventor_last_name': 'Aron', 'inventor_lastknown_state': 'CT'}, {'inventor_id': '3953896-1', 'inventor_first_name': 'James T.', 'inventor_last_name': 'Treace', 'inventor_lastknown_state': 'FL'}, {'inventor_id': '3953898-1', 'inventor_first_name': 'Eric', 'inventor_last_name': 'Bloch', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3953901-1', 'inventor_first_name': 'Clarence E.', 'inventor_last_name': 'Poister', 'inventor_lastknown_state': 'KS'}, {'inventor_id': '3953901-2', 'inventor_first_name': 'Philip A.', 'inventor_last_name': 'Tyrrell', 'inventor_lastknown_state': 'MO'}, {'inventor_id': '3953901-3', 'inventor_first_name': 'Walter D.', 'inventor_last_name': 'Hodge', 'inventor_lastknown_state': 'KS'}, {'inventor_id': '3953903-1', 'inventor_first_name': 'James Rogers', 'inventor_last_name': 'Lawrence', 'inventor_lastknown_state': 'MO'}, {'inventor_id': '3953903-2', 'inventor_first_name': 'Chester R.', 'inventor_last_name': 'Yates', 'inventor_lastknown_state': 'MO'}, {'inventor_id': '3953905-1', 'inventor_first_name': 'John Lloyd', 'inventor_last_name': 'Paitson', 'inventor_lastknown_state': 'TX'}, {'inventor_id': '3953906-1', 'inventor_first_name': 'Clarence K.', 'inventor_last_name': 'Brown', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953907-1', 'inventor_first_name': 'Camille Henri', 'inventor_last_name': 'Froidevaux', 'inventor_lastknown_state': 'TN'}, {'inventor_id': '3953908-1', 'inventor_first_name': 'Lawrence R.', 'inventor_last_name': 'Loskill', 'inventor_lastknown_state': 'IN'}, {'inventor_id': '3953910-1', 'inventor_first_name': 'Arthur', 'inventor_last_name': 'Farb', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3953911-1', 'inventor_first_name': 'Walter W.', 'inventor_last_name': 'Fishack', 'inventor_lastknown_state': 'TX'}, {'inventor_id': '3953913-1', 'inventor_first_name': 'Perry H.', 'inventor_last_name': 'Brown', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953913-2', 'inventor_first_name': 'Maurice H.', 'inventor_last_name': 'Tremblay', 'inventor_lastknown_state': 'MD'}, {'inventor_id': '3953914-1', 'inventor_first_name': 'Joseph B.', 'inventor_last_name': 'Huber', 'inventor_lastknown_state': 'PA'}, {'inventor_id': '3953914-2', 'inventor_first_name': 'Thomas A.', 'inventor_last_name': 'Brown', 'inventor_lastknown_state': 'IA'}, {'inventor_id': '3953917-1', 'inventor_first_name': 'David T.', 'inventor_last_name': 'Stebbins', 'inventor_lastknown_state': 'WI'}, {'inventor_id': '3953918-1', 'inventor_first_name': 'Kendall F.', 'inventor_last_name': 'Bone', 'inventor_lastknown_state': 'OH'}, {'inventor_id': '3953918-2', 'inventor_first_name': 'Oskar Reinhold', 'inventor_last_name': 'Johansson', 'inventor_lastknown_state': 'OH'}, {'inventor_id': '3953920-1', 'inventor_first_name': 'Teruyuki', 'inventor_last_name': 'Endo', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953922-1', 'inventor_first_name': 'Joseph R.', 'inventor_last_name': 'Heim', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953923-1', 'inventor_first_name': 'H. Eugene', 'inventor_last_name': 'Rygmyr', 'inventor_lastknown_state': 'MN'}, {'inventor_id': '3953924-1', 'inventor_first_name': 'Clyde L.', 'inventor_last_name': 'Zachry', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953924-2', 'inventor_first_name': 'Andrew J.', 'inventor_last_name': 'Niedzwiecke', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953925-1', 'inventor_first_name': 'Robert Everett', 'inventor_last_name': 'Wilson', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953926-1', 'inventor_first_name': 'James D.', 'inventor_last_name': 'Kallikounis', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953928-1', 'inventor_first_name': 'Anton R.', 'inventor_last_name': 'Novy', 'inventor_lastknown_state': 'TN'}, {'inventor_id': '3953932-1', 'inventor_first_name': 'John W.', 'inventor_last_name': 'Graves', 'inventor_lastknown_state': 'AZ'}, {'inventor_id': '3953933-1', 'inventor_first_name': 'Edwin W.', 'inventor_last_name': 'Goldstein', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3953934-1', 'inventor_first_name': 'Melvin J.', 'inventor_last_name': 'Visser', 'inventor_lastknown_state': 'MI'}, {'inventor_id': '3953936-1', 'inventor_first_name': 'Thomas H.', 'inventor_last_name': 'Ennis', 'inventor_lastknown_state': 'GA'}, {'inventor_id': '3953937-1', 'inventor_first_name': 'Lee J.', 'inventor_last_name': 'Pfeilsticker', 'inventor_lastknown_state': 'MN'}, {'inventor_id': '3953938-1', 'inventor_first_name': 'Jerry W.', 'inventor_last_name': 'Kilgore', 'inventor_lastknown_state': 'IN'}, {'inventor_id': '3953940-1', 'inventor_first_name': 'Joseph', 'inventor_last_name': 'Zaslow', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3953944-1', 'inventor_first_name': 'Edwin R.', 'inventor_last_name': 'Olson', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3953945-1', 'inventor_first_name': 'Richard A.', 'inventor_last_name': 'Dahlin', 'inventor_lastknown_state': 'MA'}, {'inventor_id': '3953946-1', 'inventor_first_name': 'Robert M.', 'inventor_last_name': 'Peters', 'inventor_lastknown_state': 'PA'}, {'inventor_id': '3953946-2', 'inventor_first_name': 'Kenneth E.', 'inventor_last_name': 'Nowicki', 'inventor_lastknown_state': 'PA'}, {'inventor_id': '3953947-1', 'inventor_first_name': 'John H.', 'inventor_last_name': 'Hendrich', 'inventor_lastknown_state': 'VA'}, {'inventor_id': '3953950-1', 'inventor_first_name': 'John R.', 'inventor_last_name': 'Sudyk', 'inventor_lastknown_state': 'OH'}, {'inventor_id': '3953951-1', 'inventor_first_name': 'Harold R.', 'inventor_last_name': 'Bushee', 'inventor_lastknown_state': 'NM'}, {'inventor_id': '3953955-1', 'inventor_first_name': 'Carl F.', 'inventor_last_name': 'Huddle', 'inventor_lastknown_state': 'MI'}, {'inventor_id': '3953956-1', 'inventor_first_name': 'Burl A.', 'inventor_last_name': 'Massman', 'inventor_lastknown_state': 'MN'}, {'inventor_id': '3953957-2', 'inventor_first_name': 'Edwin D.', 'inventor_last_name': 'Stewart', 'inventor_lastknown_state': 'OH'}, {'inventor_id': '3953958-1', 'inventor_first_name': 'Bud A.', 'inventor_last_name': 'Beaston', 'inventor_lastknown_state': 'OK'}, {'inventor_id': '3953960-1', 'inventor_first_name': 'William E.', 'inventor_last_name': 'Craven', 'inventor_lastknown_state': 'MS'}, {'inventor_id': '3953962-2', 'inventor_first_name': 'by Richard', 'inventor_last_name': 'Breen', 'inventor_lastknown_state': 'PA'}, {'inventor_id': '3953962-3', 'inventor_first_name': 'Herbert G.', 'inventor_last_name': 'Lauterbach', 'inventor_lastknown_state': 'DE'}, {'inventor_id': '3953964-1', 'inventor_first_name': 'Paul', 'inventor_last_name': 'Suppa', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3953964-2', 'inventor_first_name': 'Alan E.', 'inventor_last_name': 'Willis', 'inventor_lastknown_state': 'CT'}, {'inventor_id': '3953966-2', 'inventor_first_name': 'Richard J.', 'inventor_last_name': 'Plotnick', 'inventor_lastknown_state': 'NJ'}, {'inventor_id': '3953970-1', 'inventor_first_name': 'Reece R.', 'inventor_last_name': 'Fuehrer', 'inventor_lastknown_state': 'IN'}, {'inventor_id': '3953970-2', 'inventor_first_name': 'James F.', 'inventor_last_name': 'Hartz', 'inventor_lastknown_state': 'IN'}, {'inventor_id': '3953972-1', 'inventor_first_name': 'Leon', 'inventor_last_name': 'Awerbuch', 'inventor_lastknown_state': None}, {'inventor_id': '3953973-1', 'inventor_first_name': 'Chen-Yen', 'inventor_last_name': 'Cheng', 'inventor_lastknown_state': 'MD'}, {'inventor_id': '3953973-2', 'inventor_first_name': 'Sing-Wang', 'inventor_last_name': 'Cheng', 'inventor_lastknown_state': 'NM'}, {'inventor_id': '3953975-1', 'inventor_first_name': 'William R.', 'inventor_last_name': 'Busler', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3953975-2', 'inventor_first_name': 'Donald G.', 'inventor_last_name': 'Robinson, Jr.', 'inventor_lastknown_state': 'WV'}, {'inventor_id': '3953976-1', 'inventor_first_name': 'George J.', 'inventor_last_name': 'Morren', 'inventor_lastknown_state': 'MI'}, {'inventor_id': '3953976-2', 'inventor_first_name': 'Neil R.', 'inventor_last_name': 'Berndt', 'inventor_lastknown_state': 'MI'}, {'inventor_id': '3953978-1', 'inventor_first_name': 'Hosea J.', 'inventor_last_name': 'Soileau', 'inventor_lastknown_state': 'LA'}, {'inventor_id': '3953980-1', 'inventor_first_name': 'Gerald B.', 'inventor_last_name': 'Bennett', 'inventor_lastknown_state': 'MI'}, {'inventor_id': '3953984-1', 'inventor_first_name': 'Richard E.', 'inventor_last_name': 'Widdowson', 'inventor_lastknown_state': 'OH'}, {'inventor_id': '3953986-1', 'inventor_first_name': 'Michael M.', 'inventor_last_name': 'Calistrat', 'inventor_lastknown_state': 'TX'}, {'inventor_id': '3953987-1', 'inventor_first_name': 'Richard N.', 'inventor_last_name': 'Strasburg', 'inventor_lastknown_state': 'PA'}, {'inventor_id': '3953987-2', 'inventor_first_name': 'Ezra F.', 'inventor_last_name': 'Critchlow', 'inventor_lastknown_state': 'PA'}, {'inventor_id': '3953990-1', 'inventor_first_name': 'Alice R.', 'inventor_last_name': 'Nagel', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3953991-1', 'inventor_first_name': 'Paul M.', 'inventor_last_name': 'Grossman', 'inventor_lastknown_state': 'NJ'}, {'inventor_id': '3953992-1', 'inventor_first_name': 'Morris', 'inventor_last_name': 'Toppel', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3953994-1', 'inventor_first_name': 'William H.', 'inventor_last_name': 'Brawner', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953994-2', 'inventor_first_name': 'Claude A.', 'inventor_last_name': 'Gunsalus', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953994-3', 'inventor_first_name': 'Lowell K.', 'inventor_last_name': 'Rockwell', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3953995-1', 'inventor_first_name': 'John W.', 'inventor_last_name': 'Haswell', 'inventor_lastknown_state': 'GA'}, {'inventor_id': '3953995-2', 'inventor_first_name': 'Stanley A.', 'inventor_last_name': 'Haswell', 'inventor_lastknown_state': 'MI'}, {'inventor_id': '3953996-1', 'inventor_first_name': 'Stephen Peter', 'inventor_last_name': 'Chernock', 'inventor_lastknown_state': 'CT'}, {'inventor_id': '3954000-1', 'inventor_first_name': 'Orel Billy', 'inventor_last_name': 'Foust', 'inventor_lastknown_state': 'TX'}, {'inventor_id': '3954003-1', 'inventor_first_name': 'Walter James', 'inventor_last_name': 'Dobbins', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3954004-1', 'inventor_first_name': 'Harry', 'inventor_last_name': 'Orner', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3954006-2', 'inventor_first_name': 'James J.', 'inventor_last_name': 'Smolen', 'inventor_lastknown_state': 'TX'}, {'inventor_id': '3954007-1', 'inventor_first_name': 'Roy M.', 'inventor_last_name': 'Harrigan', 'inventor_lastknown_state': 'VT'}, {'inventor_id': '3954009-1', 'inventor_first_name': 'Louis F.', 'inventor_last_name': 'Lederer', 'inventor_lastknown_state': 'NE'}, {'inventor_id': '3954010-1', 'inventor_first_name': 'Richard W.', 'inventor_last_name': 'Hilblom', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3954011-1', 'inventor_first_name': 'Wendell J.', 'inventor_last_name': 'Manske', 'inventor_lastknown_state': 'MN'}, {'inventor_id': '3954012-2', 'inventor_first_name': 'Raymond Ernest', 'inventor_last_name': 'Pecsar', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3954012-3', 'inventor_first_name': 'Brent Earl', 'inventor_last_name': 'Wadsworth', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3954013-1', 'inventor_first_name': 'Clinton L.', 'inventor_last_name': 'West', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3954014-1', 'inventor_first_name': 'John H.', 'inventor_last_name': 'Andrews, Jr.', 'inventor_lastknown_state': 'MD'}, {'inventor_id': '3954014-2', 'inventor_first_name': 'Stephen Jeffrey', 'inventor_last_name': 'Ehrlich', 'inventor_lastknown_state': 'MD'}, {'inventor_id': '3954014-3', 'inventor_first_name': 'Rudolfo R.', 'inventor_last_name': 'Rodriguez', 'inventor_lastknown_state': 'MD'}, {'inventor_id': '3954015-1', 'inventor_first_name': 'Joseph F.', 'inventor_last_name': 'Zalesak', 'inventor_lastknown_state': 'FL'}, {'inventor_id': '3954015-2', 'inventor_first_name': 'Peter H.', 'inventor_last_name': 'Rogers', 'inventor_lastknown_state': 'GA'}, {'inventor_id': '3954016-1', 'inventor_first_name': 'Edmund F.', 'inventor_last_name': 'Sarosy', 'inventor_lastknown_state': 'MI'}, {'inventor_id': '3954016-2', 'inventor_first_name': 'Bert R.', 'inventor_last_name': 'Wanlass', 'inventor_lastknown_state': 'UT'}, {'inventor_id': '3954017-1', 'inventor_first_name': 'Earl E.', 'inventor_last_name': 'Musgrove', 'inventor_lastknown_state': 'AZ'}, {'inventor_id': '3954018-1', 'inventor_first_name': 'Gerald N.', 'inventor_last_name': "O'Berto", 'inventor_lastknown_state': 'CO'}, {'inventor_id': '3954019-1', 'inventor_first_name': 'Geroge R.', 'inventor_last_name': 'Ferguson', 'inventor_lastknown_state': 'SC'}, {'inventor_id': '3954020-1', 'inventor_first_name': 'John D.', 'inventor_last_name': 'West', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3954024-1', 'inventor_first_name': 'Robert C.', 'inventor_last_name': 'Staats', 'inventor_lastknown_state': 'FL'}, {'inventor_id': '3954025-1', 'inventor_first_name': 'Donald M.', 'inventor_last_name': 'Schnear', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3954028-1', 'inventor_first_name': 'Willis E.', 'inventor_last_name': 'Windish', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3954030-1', 'inventor_first_name': 'Albert Eugene', 'inventor_last_name': 'Newton', 'inventor_lastknown_state': 'MA'}, {'inventor_id': '3954031-1', 'inventor_first_name': 'Mark E.', 'inventor_last_name': 'Tull', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3954031-2', 'inventor_first_name': 'John H.', 'inventor_last_name': 'Freis', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3954033-1', 'inventor_first_name': 'Harold W.', 'inventor_last_name': 'Tipton', 'inventor_lastknown_state': 'VA'}, {'inventor_id': '3954033-2', 'inventor_first_name': 'John I.', 'inventor_last_name': 'Peterson', 'inventor_lastknown_state': 'VA'}, {'inventor_id': '3954034-1', 'inventor_first_name': 'Frank William', 'inventor_last_name': 'Broderick', 'inventor_lastknown_state': 'NJ'}, {'inventor_id': '3954038-1', 'inventor_first_name': 'Roman A.', 'inventor_last_name': 'Adams', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3954039-1', 'inventor_first_name': 'James S.', 'inventor_last_name': 'Southard', 'inventor_lastknown_state': 'MI'}, {'inventor_id': '3954040-1', 'inventor_first_name': 'Arthur R.', 'inventor_last_name': 'Schmoyer', 'inventor_lastknown_state': 'DC'}, {'inventor_id': '3954044-1', 'inventor_first_name': 'William F.', 'inventor_last_name': 'Ridgway', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3954045-1', 'inventor_first_name': 'Roland J.', 'inventor_last_name': 'Barlow', 'inventor_lastknown_state': 'MI'}, {'inventor_id': '3954047-1', 'inventor_first_name': 'Jack K.', 'inventor_last_name': 'Miniere', 'inventor_lastknown_state': 'FL'}, {'inventor_id': '3954048-1', 'inventor_first_name': 'John W.', 'inventor_last_name': 'Houser', 'inventor_lastknown_state': 'PA'}, {'inventor_id': '3954049-1', 'inventor_first_name': 'Bernard F.', 'inventor_last_name': 'Brieske', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3954050-1', 'inventor_first_name': 'William', 'inventor_last_name': 'Grobman', 'inventor_lastknown_state': 'PA'}, {'inventor_id': '3954052-1', 'inventor_first_name': 'Elmer S.', 'inventor_last_name': 'Vegh', 'inventor_lastknown_state': 'OH'}, {'inventor_id': '3954052-2', 'inventor_first_name': 'Donald F.', 'inventor_last_name': 'Klier', 'inventor_lastknown_state': 'OH'}, {'inventor_id': '3954054-1', 'inventor_first_name': 'Richard E.', 'inventor_last_name': 'Busch', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3954056-1', 'inventor_first_name': 'William P.', 'inventor_last_name': 'Barbour', 'inventor_lastknown_state': 'VA'}, {'inventor_id': '3954058-1', 'inventor_first_name': 'Barney', 'inventor_last_name': 'Sanders', 'inventor_lastknown_state': 'WV'}, {'inventor_id': '3954058-2', 'inventor_first_name': 'Wetzel R.', 'inventor_last_name': 'Sanders', 'inventor_lastknown_state': 'WV'}, {'inventor_id': '3954059-1', 'inventor_first_name': 'James D.', 'inventor_last_name': 'Langseth', 'inventor_lastknown_state': 'ND'}, {'inventor_id': '3954060-2', 'inventor_first_name': 'John', 'inventor_last_name': 'Metz, Jr.', 'inventor_lastknown_state': 'IN'}, {'inventor_id': '3954060-3', 'inventor_first_name': 'John J.', 'inventor_last_name': 'Voda', 'inventor_lastknown_state': 'IN'}, {'inventor_id': '3954063-2', 'inventor_first_name': 'Bernard', 'inventor_last_name': 'Wasserman', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3954064-1', 'inventor_first_name': 'Michael A.', 'inventor_last_name': 'Minovitch', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3954066-1', 'inventor_first_name': 'James C.', 'inventor_last_name': 'Heap', 'inventor_lastknown_state': 'IN'}, {'inventor_id': '3954067-1', 'inventor_first_name': 'Ray P.', 'inventor_last_name': 'Miles', 'inventor_lastknown_state': 'OH'}, {'inventor_id': '3954068-1', 'inventor_first_name': 'Donald Lester', 'inventor_last_name': 'Roberts', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3954068-2', 'inventor_first_name': 'Sadie', 'inventor_last_name': 'Roberts', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3954068-3', 'inventor_first_name': 'Brenda Jo', 'inventor_last_name': 'Roberts', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3954068-4', 'inventor_first_name': 'Deborah Ann', 'inventor_last_name': 'Roberts', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3954076-1', 'inventor_first_name': 'Edward P.', 'inventor_last_name': 'Fracker', 'inventor_lastknown_state': 'OH'}, {'inventor_id': '3954078-1', 'inventor_first_name': 'Emilio C.', 'inventor_last_name': 'Garcia', 'inventor_lastknown_state': 'LA'}, {'inventor_id': '3954079-1', 'inventor_first_name': 'Mohammed S.', 'inventor_last_name': 'Gof', 'inventor_lastknown_state': 'NJ'}, {'inventor_id': '3954080-1', 'inventor_first_name': 'Lester C.', 'inventor_last_name': 'Weaver', 'inventor_lastknown_state': 'AR'}, {'inventor_id': '3954081-1', 'inventor_first_name': 'Charles H.', 'inventor_last_name': 'Blake', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3954082-1', 'inventor_first_name': 'William G.', 'inventor_last_name': 'Roller', 'inventor_lastknown_state': 'MO'}, {'inventor_id': '3954082-2', 'inventor_first_name': 'Emery L.', 'inventor_last_name': 'West', 'inventor_lastknown_state': 'OK'}, {'inventor_id': '3954083-1', 'inventor_first_name': 'James K.', 'inventor_last_name': 'Frostrom', 'inventor_lastknown_state': 'TN'}, {'inventor_id': '3954084-1', 'inventor_first_name': 'Francis J.', 'inventor_last_name': 'Cronin', 'inventor_lastknown_state': 'NJ'}, {'inventor_id': '3954085-1', 'inventor_first_name': 'Ernie George', 'inventor_last_name': 'Nassimbene', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3954086-1', 'inventor_first_name': 'Fred', 'inventor_last_name': 'Maness', 'inventor_lastknown_state': 'KS'}, {'inventor_id': '3954087-1', 'inventor_first_name': 'William D.', 'inventor_last_name': 'Stevens', 'inventor_lastknown_state': None}, {'inventor_id': '3954087-2', 'inventor_first_name': 'Walter P.', 'inventor_last_name': 'Gorzegno', 'inventor_lastknown_state': 'NJ'}, {'inventor_id': '3954089-1', 'inventor_first_name': 'Lee Roy', 'inventor_last_name': 'Hardesty', 'inventor_lastknown_state': 'WI'}, {'inventor_id': '3954089-2', 'inventor_first_name': 'James Alfred', 'inventor_last_name': 'Sharpsteen', 'inventor_lastknown_state': 'IA'}, {'inventor_id': '3954092-1', 'inventor_first_name': 'Mardy', 'inventor_last_name': 'Polaner', 'inventor_lastknown_state': 'MI'}, {'inventor_id': '3954093-1', 'inventor_first_name': 'James C.', 'inventor_last_name': 'Hughes, Jr.', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3954094-1', 'inventor_first_name': 'Charles H.', 'inventor_last_name': 'Huebner', 'inventor_lastknown_state': 'MI'}, {'inventor_id': '3954094-2', 'inventor_first_name': 'Allen G.', 'inventor_last_name': 'Schroeder', 'inventor_lastknown_state': 'MI'}, {'inventor_id': '3954095-1', 'inventor_first_name': 'Kenneth Don', 'inventor_last_name': 'Lewis', 'inventor_lastknown_state': 'WI'}, {'inventor_id': '3954097-1', 'inventor_first_name': 'Leon T.', 'inventor_last_name': 'Wilson, Jr.', 'inventor_lastknown_state': 'CT'}, {'inventor_id': '3954098-1', 'inventor_first_name': 'Donald E.', 'inventor_last_name': 'Dick', 'inventor_lastknown_state': 'CO'}, {'inventor_id': '3954098-2', 'inventor_first_name': 'Daniel', 'inventor_last_name': 'Cooper', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3954098-3', 'inventor_first_name': 'Ronald E.', 'inventor_last_name': 'Hileman', 'inventor_lastknown_state': 'NC'}, {'inventor_id': '3954099-1', 'inventor_first_name': 'Jan', 'inventor_last_name': 'Raczkowski', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3954099-2', 'inventor_first_name': 'Stefania', 'inventor_last_name': 'Raczkowski', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3954101-1', 'inventor_first_name': 'How F.', 'inventor_last_name': 'Wachspress', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3954102-1', 'inventor_first_name': 'Robert E.', 'inventor_last_name': 'Buuck', 'inventor_lastknown_state': 'MN'}, {'inventor_id': '3954104-2', 'inventor_first_name': 'Mohamed W.', 'inventor_last_name': 'Hammad', 'inventor_lastknown_state': 'NJ'}, {'inventor_id': '3954105-1', 'inventor_first_name': 'Harvey M.', 'inventor_last_name': 'Nordby', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3954105-3', 'inventor_first_name': 'Bremen I.', 'inventor_last_name': 'Johnson', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3954107-1', 'inventor_first_name': 'Sheldon R.', 'inventor_last_name': 'Chesky', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3954107-2', 'inventor_first_name': 'Donald', 'inventor_last_name': 'Patience', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3954108-1', 'inventor_first_name': 'Hugh J.', 'inventor_last_name': 'Davis', 'inventor_lastknown_state': 'MD'}, {'inventor_id': '3954109-1', 'inventor_first_name': 'Harish A.', 'inventor_last_name': 'Patel', 'inventor_lastknown_state': 'MA'}, {'inventor_id': '3954110-1', 'inventor_first_name': 'Ernest L.', 'inventor_last_name': 'Hutchison', 'inventor_lastknown_state': 'AR'}, {'inventor_id': '3954113-1', 'inventor_first_name': 'James Calvin', 'inventor_last_name': 'Bohrer', 'inventor_lastknown_state': 'NJ'}, {'inventor_id': '3954114-2', 'inventor_first_name': 'William G.', 'inventor_last_name': 'Crowle', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3954116-2', 'inventor_first_name': 'Donald S.', 'inventor_last_name': 'Cushing', 'inventor_lastknown_state': 'FL'}, {'inventor_id': '3954117-1', 'inventor_first_name': 'William E.', 'inventor_last_name': 'Wallace', 'inventor_lastknown_state': 'FL'}, {'inventor_id': '3954118-1', 'inventor_first_name': 'Stewart', 'inventor_last_name': 'Wilcox', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3954121-1', 'inventor_first_name': 'George W.', 'inventor_last_name': 'Kardos', 'inventor_lastknown_state': 'OH'}, {'inventor_id': '3954123-1', 'inventor_first_name': 'Milton Donald', 'inventor_last_name': 'Duckworth, Jr.', 'inventor_lastknown_state': 'MO'}, {'inventor_id': '3954124-1', 'inventor_first_name': 'Richard E.', 'inventor_last_name': 'Self', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3954125-1', 'inventor_first_name': 'Horst F.', 'inventor_last_name': 'Wentzek', 'inventor_lastknown_state': 'WI'}, {'inventor_id': '3954127-1', 'inventor_first_name': 'William E.', 'inventor_last_name': 'Doxon', 'inventor_lastknown_state': 'KS'}, {'inventor_id': '3954128-1', 'inventor_first_name': 'James L.', 'inventor_last_name': 'Rushing', 'inventor_lastknown_state': 'OK'}, {'inventor_id': '3954128-2', 'inventor_first_name': 'Linda S.', 'inventor_last_name': 'Rushing', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3954129-1', 'inventor_first_name': 'David C.', 'inventor_last_name': 'Rudell', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3954129-2', 'inventor_first_name': 'Jerry C.', 'inventor_last_name': 'Storms', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3954135-1', 'inventor_first_name': 'Robert W.', 'inventor_last_name': 'Hewlitt', 'inventor_lastknown_state': 'IA'}, {'inventor_id': '3954139-1', 'inventor_first_name': 'Joseph C.', 'inventor_last_name': 'Allen', 'inventor_lastknown_state': 'TX'}, {'inventor_id': '3954140-1', 'inventor_first_name': 'Robert P.', 'inventor_last_name': 'Hendrick', 'inventor_lastknown_state': 'OK'}, {'inventor_id': '3954141-2', 'inventor_first_name': 'Charles D.', 'inventor_last_name': 'Woodward', 'inventor_lastknown_state': 'TX'}, {'inventor_id': '3954142-1', 'inventor_first_name': 'Gene C.', 'inventor_last_name': 'Broaddus', 'inventor_lastknown_state': 'OK'}, {'inventor_id': '3954142-2', 'inventor_first_name': 'Sherman E.', 'inventor_last_name': 'Fredrickson', 'inventor_lastknown_state': 'OK'}, {'inventor_id': '3954144-1', 'inventor_first_name': 'Calvin B.', 'inventor_last_name': 'Blair', 'inventor_lastknown_state': 'KS'}, {'inventor_id': '3954145-1', 'inventor_first_name': 'Glenn S.', 'inventor_last_name': 'Nesbit', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3954146-1', 'inventor_first_name': 'Alfred S.', 'inventor_last_name': 'Smemo', 'inventor_lastknown_state': 'IA'}, {'inventor_id': '3954147-1', 'inventor_first_name': 'Jesse R.', 'inventor_last_name': 'Hollins', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3954150-1', 'inventor_first_name': 'Carroll R.', 'inventor_last_name': 'Cole', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3954150-2', 'inventor_first_name': 'Warren L.', 'inventor_last_name': 'Ferriell', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3954150-4', 'inventor_first_name': 'Frederick C.', 'inventor_last_name': "O'Neill", 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3954151-1', 'inventor_first_name': 'Tadeusz', 'inventor_last_name': 'Budzich', 'inventor_lastknown_state': 'OH'}, {'inventor_id': '3954152-1', 'inventor_first_name': 'Ralph M.', 'inventor_last_name': 'Duttarer', 'inventor_lastknown_state': 'MI'}, {'inventor_id': '3954152-2', 'inventor_first_name': 'Richard R.', 'inventor_last_name': 'Hushower', 'inventor_lastknown_state': 'MI'}, {'inventor_id': '3954154-1', 'inventor_first_name': 'John A.', 'inventor_last_name': 'Kruppenbach', 'inventor_lastknown_state': 'AK'}, {'inventor_id': '3954154-2', 'inventor_first_name': 'John W.', 'inventor_last_name': 'Bedenbender', 'inventor_lastknown_state': 'OK'}, {'inventor_id': '3954155-1', 'inventor_first_name': 'Orlando', 'inventor_last_name': 'Guidara', 'inventor_lastknown_state': 'MA'}, {'inventor_id': '3954160-1', 'inventor_first_name': 'Scott Hamilton', 'inventor_last_name': 'Carr', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3954163-1', 'inventor_first_name': 'Andrew', 'inventor_last_name': 'Gabor', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3954165-1', 'inventor_first_name': 'Clarence A.', 'inventor_last_name': 'Snyder', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3954167-1', 'inventor_first_name': 'Raymond E.', 'inventor_last_name': 'Kranz', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3954167-2', 'inventor_first_name': 'Benjamin M.', 'inventor_last_name': 'Starr', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3954169-1', 'inventor_first_name': 'LaVerne W.', 'inventor_last_name': 'Clark', 'inventor_lastknown_state': 'CT'}, {'inventor_id': '3954170-1', 'inventor_first_name': 'Thomas L.', 'inventor_last_name': 'Schlough', 'inventor_lastknown_state': 'MN'}, {'inventor_id': '3954171-1', 'inventor_first_name': 'Robert K.', 'inventor_last_name': 'Chick', 'inventor_lastknown_state': 'CT'}, {'inventor_id': '3954171-2', 'inventor_first_name': 'Ernest L.', 'inventor_last_name': 'Edwards', 'inventor_lastknown_state': 'CT'}, {'inventor_id': '3954172-1', 'inventor_first_name': 'Anthony J.', 'inventor_last_name': 'Rinella', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3954173-1', 'inventor_first_name': 'William E.', 'inventor_last_name': 'Eaton', 'inventor_lastknown_state': 'FL'}, {'inventor_id': '3954174-1', 'inventor_first_name': 'Robert G.', 'inventor_last_name': 'Kraus', 'inventor_lastknown_state': 'MA'}, {'inventor_id': '3954175-1', 'inventor_first_name': 'Richard Storrs', 'inventor_last_name': 'Mason', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3954179-1', 'inventor_first_name': 'John G.', 'inventor_last_name': 'Warmath', 'inventor_lastknown_state': 'TN'}, {'inventor_id': '3954181-1', 'inventor_first_name': 'Timothy J.', 'inventor_last_name': 'Fries', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3954182-1', 'inventor_first_name': 'Wilber C.', 'inventor_last_name': 'McEvers', 'inventor_lastknown_state': 'FL'}, {'inventor_id': '3954184-1', 'inventor_first_name': 'Walter M.', 'inventor_last_name': 'Mendenhall', 'inventor_lastknown_state': 'FL'}, {'inventor_id': '3954186-1', 'inventor_first_name': 'Robert X.', 'inventor_last_name': 'Hafele', 'inventor_lastknown_state': 'LA'}, {'inventor_id': '3954188-1', 'inventor_first_name': 'Robert F.', 'inventor_last_name': 'Boyle', 'inventor_lastknown_state': 'MI'}, {'inventor_id': '3954189-1', 'inventor_first_name': 'Gail', 'inventor_last_name': 'Sherritt', 'inventor_lastknown_state': 'OH'}, {'inventor_id': '3954190-1', 'inventor_first_name': 'Richard W.', 'inventor_last_name': 'Howard', 'inventor_lastknown_state': 'MN'}, {'inventor_id': '3954190-2', 'inventor_first_name': 'Roman J.', 'inventor_last_name': 'Weier', 'inventor_lastknown_state': 'MN'}, {'inventor_id': '3954191-1', 'inventor_first_name': 'Andrew B.', 'inventor_last_name': 'Wittkower', 'inventor_lastknown_state': 'MA'}, {'inventor_id': '3954191-2', 'inventor_first_name': 'Geoffrey', 'inventor_last_name': 'Ryding', 'inventor_lastknown_state': 'MA'}, {'inventor_id': '3954192-1', 'inventor_first_name': 'Max Welton', 'inventor_last_name': 'Watts', 'inventor_lastknown_state': 'GA'}, {'inventor_id': '3954193-1', 'inventor_first_name': 'Reginald P.', 'inventor_last_name': 'Whittingham', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3954196-1', 'inventor_first_name': 'John W.', 'inventor_last_name': 'Gano', 'inventor_lastknown_state': 'OH'}, {'inventor_id': '3954197-1', 'inventor_first_name': 'Charles W.', 'inventor_last_name': 'Dean', 'inventor_lastknown_state': 'FL'}, {'inventor_id': '3954199-1', 'inventor_first_name': 'Russell E.', 'inventor_last_name': 'Grove', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3954200-1', 'inventor_first_name': 'Wilburn C.', 'inventor_last_name': 'Willis', 'inventor_lastknown_state': 'IN'}, {'inventor_id': '3954201-2', 'inventor_first_name': 'Anthony F.', 'inventor_last_name': 'Schepis', 'inventor_lastknown_state': 'NY'}, {'inventor_id': '3954202-1', 'inventor_first_name': 'Russell E.', 'inventor_last_name': 'Petrick', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3954205-1', 'inventor_first_name': 'Shelly R.', 'inventor_last_name': 'Williams', 'inventor_lastknown_state': 'TN'}, {'inventor_id': '3954207-1', 'inventor_first_name': 'Paul W.', 'inventor_last_name': 'Gerding', 'inventor_lastknown_state': 'IN'}, {'inventor_id': '3954207-2', 'inventor_first_name': 'Donald E.', 'inventor_last_name': 'Head', 'inventor_lastknown_state': 'IN'}, {'inventor_id': '3954208-1', 'inventor_first_name': 'Roy N.', 'inventor_last_name': 'Brill', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3954210-1', 'inventor_first_name': 'Randal', 'inventor_last_name': 'Luscombe', 'inventor_lastknown_state': 'MO'}, {'inventor_id': '3954213-1', 'inventor_first_name': 'Egil A.', 'inventor_last_name': 'Andersen', 'inventor_lastknown_state': 'MA'}, {'inventor_id': '3954217-1', 'inventor_first_name': 'Michael C.', 'inventor_last_name': 'Smith', 'inventor_lastknown_state': 'TX'}, {'inventor_id': '3954219-1', 'inventor_first_name': 'Daniel J.', 'inventor_last_name': 'Mangini', 'inventor_lastknown_state': 'NJ'}, {'inventor_id': '3954219-2', 'inventor_first_name': 'William J.', 'inventor_last_name': 'Mauthe', 'inventor_lastknown_state': 'NJ'}, {'inventor_id': '3954220-1', 'inventor_first_name': 'John Paul', 'inventor_last_name': 'Foster', 'inventor_lastknown_state': 'IL'}, {'inventor_id': '3954221-1', 'inventor_first_name': 'Prentice W.', 'inventor_last_name': 'Johnson', 'inventor_lastknown_state': 'SC'}, {'inventor_id': '3954223-1', 'inventor_first_name': 'William J.', 'inventor_last_name': 'Wichman', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3954223-2', 'inventor_first_name': 'Richard A.', 'inventor_last_name': 'Vander Ploeg', 'inventor_lastknown_state': 'CA'}, {'inventor_id': '3954224-1', 'inventor_first_name': 'Ross W.', 'inventor_last_name': 'Colebrook', 'inventor_lastknown_state': 'WA'}, ...], 'count': 10000, 'total_inventor_count': 100000}
Try adding other fields of interest. Go to the Patents Endpoint (http://www.patentsview.org/api/patent.html) and pick other 2 fields of interest to add to the query and get the results.
As you have noticed, by default, only 25 results are returned. To change the number of results returned (for example, 50 results), add the option parameter to the query URL: &o={"per_page":50}
url = 'https://api.patentsview.org/patents/query?q={"assignee_organization":"stanford university"}&f=["patent_title","patent_year"]&o={"per_page":50}'
json = r.json() # Convert response to JSON format
Now the JSON shows 50 results (as noted in the variable count
at the bottom of the JSON)
json
{'patents': [{'patent_title': 'Cryptographic apparatus and method', 'patent_year': '1980'}, {'patent_title': 'Method of forming polycrystalline semiconductor interconnections, resistors and contacts by applying radiation beam', 'patent_year': '1980'}, {'patent_title': 'Read only memory and integrated circuit and method of programming by laser means', 'patent_year': '1980'}, {'patent_title': 'Thermophotovoltaic converter and cell for use therein', 'patent_year': '1980'}, {'patent_title': 'Electrochromic material and electro-optical display using same', 'patent_year': '1982'}, {'patent_title': 'Stimulator array', 'patent_year': '1983'}, {'patent_title': 'XUV Laser and method', 'patent_year': '1983'}, {'patent_title': 'Solid state method for synthesis reactions', 'patent_year': '1983'}, {'patent_title': 'Method of using isotropic, porous-wall polymeric membrane, hollow-fibers for culture of microbes', 'patent_year': '1984'}, {'patent_title': 'Gas chromatography system and detector and method', 'patent_year': '1984'}, {'patent_title': 'Force sensing polymer piezoelectric transducer array', 'patent_year': '1985'}, {'patent_title': 'Local area communication network utilizing a round robin access scheme with improved channel utilization', 'patent_year': '1985'}, {'patent_title': 'Coronary artery imaging system using gated tomosynthesis', 'patent_year': '1987'}, {'patent_title': 'Method and means for error detection and correction in high speed data transmission codes', 'patent_year': '1987'}, {'patent_title': 'Method of making a semiconductor transducer having multiple level diaphragm structure', 'patent_year': '1987'}, {'patent_title': 'Method and apparatus for non-destructive testing using acoustic-optic laser probe', 'patent_year': '1987'}, {'patent_title': 'Multiple pulse excitation in NMR imaging', 'patent_year': '1987'}, {'patent_title': 'System for enhancement of optical features', 'patent_year': '1987'}, {'patent_title': 'High speed testing of electronic circuits by electro-optic sampling', 'patent_year': '1987'}, {'patent_title': 'Distributed sensor and method using coherence multiplexing of fiber-optic interferometric sensors', 'patent_year': '1987'}, {'patent_title': 'External laser frequency stabilizer', 'patent_year': '1987'}, {'patent_title': 'Optical-digital hologram recording', 'patent_year': '1987'}, {'patent_title': 'Gated fiber optic rotation sensor with linearized scale factor', 'patent_year': '1987'}, {'patent_title': 'NMR imaging of blood flow by moment variation of magnetic gradients', 'patent_year': '1988'}, {'patent_title': 'Gated fiber optic rotation sensor with extended dynamic range', 'patent_year': '1988'}, {'patent_title': 'Rapid NMR imaging system', 'patent_year': '1988'}, {'patent_title': 'Method for estimating signal source locations and signal parameters using an array of signal sensor pairs', 'patent_year': '1988'}, {'patent_title': 'Method and means for detecting optically transmitted signals and establishing optical interference pattern between electrodes', 'patent_year': '1988'}, {'patent_title': 'Switched capacitor function generator', 'patent_year': '1988'}, {'patent_title': 'Method and means for optical detection of charge density modulation in a semiconductor', 'patent_year': '1988'}, {'patent_title': 'Variable rate magnetic resonance selective excitation for reducing rf power and specific absorption rate', 'patent_year': '1988'}, {'patent_title': 'Filtered ultrasonic wave method and apparatus for detecting diseased tissue', 'patent_year': '1988'}, {'patent_title': 'Method of treating tumors using selective application of heat and radiation', 'patent_year': '1988'}, {'patent_title': 'Diode pumped low doped Nd .sub.3+ glass laser', 'patent_year': '1988'}, {'patent_title': 'Endless wire saw having material recovery capability', 'patent_year': '1988'}, {'patent_title': 'Catheter for treatment of tumors', 'patent_year': '1988'}, {'patent_title': 'NMR angiography system and method with immunity to inhomogeneity', 'patent_year': '1988'}, {'patent_title': 'Programmable complementary transistors', 'patent_year': '1988'}, {'patent_title': 'Method of welding thermocouples to silicon wafers for temperature monitoring in rapid thermal processing', 'patent_year': '1988'}, {'patent_title': 'Double heterojunction inversion base transistor', 'patent_year': '1989'}, {'patent_title': 'Error-minimizing noise-reduction system', 'patent_year': '1989'}, {'patent_title': 'NMR imaging of moving material using variable spatially selected excitation', 'patent_year': '1989'}, {'patent_title': 'Electrical cable having improved signal transmission characteristics', 'patent_year': '1989'}, {'patent_title': 'Reduced noise NMR localization system', 'patent_year': '1989'}, {'patent_title': 'Self-referencing magnetic resonance spectroscopy system', 'patent_year': '1989'}, {'patent_title': 'Method of making an integrated scanning tunneling microscope', 'patent_year': '1990'}, {'patent_title': 'Integrated, microminiature electric to fluidic valve and pressure/flow regulator', 'patent_year': '1990'}, {'patent_title': 'Millimeter-wave active probe', 'patent_year': '1991'}, {'patent_title': 'Apparatus and method for multidimensional characterization of objects in real time', 'patent_year': '1991'}, {'patent_title': 'Bone/tissue analyzer and method', 'patent_year': '1991'}], 'count': 50, 'total_patent_count': 143}
Try customizing the number of returned results using the options parameter.
Note: limit the number of results to no more than 100 during the in-class session, to avoid a heavy simultaneous use of the API (so the queries can run faster).
Please feel free to explore and practice all available options in the API Query Language section of the PatentsView website (http://www.patentsview.org/api/query-language.html).