├── README.md ├── public ├── favicon.ico ├── img │ ├── logo-s.png │ ├── crosscat_results.png │ ├── poster+figures_2.png │ └── poster+figures_22.png ├── fonts │ ├── HelveticaLTStd-Bold.otf │ ├── HelveticaLTStd-Light.otf │ └── HelveticaLTStd-Roman.otf ├── manifest.json ├── index.css └── index.html ├── src ├── index.js ├── App.test.js ├── App.css ├── components │ ├── Line.js │ ├── Header.js │ ├── Spacer.js │ ├── Statistics.js │ ├── Table.js │ ├── Viewer.js │ ├── Wrapper.js │ ├── Entry.js │ ├── EntryMulti.js │ ├── Section.js │ ├── Typo.js │ ├── Label.js │ ├── Description.js │ ├── Probabilistic.js │ ├── ParallelCoords.js │ ├── GroundTruth.js │ ├── Navigation.js │ └── PairPlot.js ├── utils │ ├── functions.js │ ├── continuousDiscrete.js │ ├── statistics.js │ ├── ordinalNominal.js │ ├── sample_missing.csv │ └── sample.csv ├── App.js ├── logo.svg ├── registerServiceWorker.js └── data.js ├── .gitignore └── package.json /README.md: -------------------------------------------------------------------------------- 1 | # datanutrition 2 | Prototypes for the dataset nutrition label project 3 | -------------------------------------------------------------------------------- /public/favicon.ico: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ahmedhosny/datanutrition/HEAD/public/favicon.ico -------------------------------------------------------------------------------- /public/img/logo-s.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ahmedhosny/datanutrition/HEAD/public/img/logo-s.png -------------------------------------------------------------------------------- /public/img/crosscat_results.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ahmedhosny/datanutrition/HEAD/public/img/crosscat_results.png -------------------------------------------------------------------------------- /public/img/poster+figures_2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ahmedhosny/datanutrition/HEAD/public/img/poster+figures_2.png -------------------------------------------------------------------------------- /public/img/poster+figures_22.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ahmedhosny/datanutrition/HEAD/public/img/poster+figures_22.png -------------------------------------------------------------------------------- /public/fonts/HelveticaLTStd-Bold.otf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ahmedhosny/datanutrition/HEAD/public/fonts/HelveticaLTStd-Bold.otf -------------------------------------------------------------------------------- /public/fonts/HelveticaLTStd-Light.otf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ahmedhosny/datanutrition/HEAD/public/fonts/HelveticaLTStd-Light.otf -------------------------------------------------------------------------------- /public/fonts/HelveticaLTStd-Roman.otf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ahmedhosny/datanutrition/HEAD/public/fonts/HelveticaLTStd-Roman.otf -------------------------------------------------------------------------------- /src/index.js: -------------------------------------------------------------------------------- 1 | import React from "react"; 2 | import ReactDOM from "react-dom"; 3 | import App from "./App"; 4 | import registerServiceWorker from "./registerServiceWorker"; 5 | 6 | ReactDOM.render(, document.getElementById("root")); 7 | registerServiceWorker(); 8 | -------------------------------------------------------------------------------- /src/App.test.js: -------------------------------------------------------------------------------- 1 | import React from 'react'; 2 | import ReactDOM from 'react-dom'; 3 | import App from './App'; 4 | 5 | it('renders without crashing', () => { 6 | const div = document.createElement('div'); 7 | ReactDOM.render(, div); 8 | ReactDOM.unmountComponentAtNode(div); 9 | }); 10 | -------------------------------------------------------------------------------- /src/App.css: -------------------------------------------------------------------------------- 1 | .App-header { 2 | background-color: #1f3f66; 3 | height: 60px; 4 | padding: 20px; 5 | margin-bottom: 30px; 6 | color: white; 7 | font-family: "Lato", sans-serif; 8 | display: flex; 9 | } 10 | 11 | .App-title { 12 | font-size: 1.5em; 13 | vertical-align: middle; 14 | } 15 | 16 | .App-intro { 17 | font-size: large; 18 | } 19 | -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | # See https://help.github.com/ignore-files/ for more about ignoring files. 2 | 3 | # dependencies 4 | /node_modules 5 | 6 | # testing 7 | /coverage 8 | 9 | # production 10 | /build 11 | 12 | # misc 13 | .DS_Store 14 | .env.local 15 | .env.development.local 16 | .env.test.local 17 | .env.production.local 18 | 19 | npm-debug.log* 20 | yarn-debug.log* 21 | yarn-error.log* 22 | -------------------------------------------------------------------------------- /public/manifest.json: -------------------------------------------------------------------------------- 1 | { 2 | "short_name": "React App", 3 | "name": "Create React App Sample", 4 | "icons": [ 5 | { 6 | "src": "favicon.ico", 7 | "sizes": "64x64 32x32 24x24 16x16", 8 | "type": "image/x-icon" 9 | } 10 | ], 11 | "start_url": "./index.html", 12 | "display": "standalone", 13 | "theme_color": "#000000", 14 | "background_color": "#ffffff" 15 | } 16 | -------------------------------------------------------------------------------- /src/components/Line.js: -------------------------------------------------------------------------------- 1 | import React, { Component } from "react"; 2 | import PropTypes from "prop-types"; 3 | import glamorous from "glamorous"; 4 | /** 5 | * The component 6 | * @type {Object} 7 | */ 8 | class Line extends Component { 9 | /** 10 | * Render 11 | * @return {ReactElement} 12 | */ 13 | render() { 14 | const { thickness } = this.props; 15 | const GDiv = glamorous.div({ 16 | height: thickness * 1, 17 | backgroundColor: "black", 18 | marginTop: 0, 19 | marginBottom: 10 20 | }); 21 | return ; 22 | } 23 | } 24 | Line.propTypes = { 25 | thickness: PropTypes.number.isRequired 26 | }; 27 | export default Line; 28 | -------------------------------------------------------------------------------- /src/components/Header.js: -------------------------------------------------------------------------------- 1 | import React, { Component } from "react"; 2 | import PropTypes from "prop-types"; 3 | import Line from "./Line"; 4 | import Typo from "./Typo"; 5 | 6 | /** 7 | * The component 8 | * @type {Object} 9 | */ 10 | class Header extends Component { 11 | /** 12 | * Render 13 | * @return {ReactElement} 14 | */ 15 | render() { 16 | const { title } = this.props; 17 | return ( 18 |
19 | 20 | 21 | 22 |
23 | ); 24 | } 25 | } 26 | Header.propTypes = { 27 | title: PropTypes.string.isRequired 28 | }; 29 | export default Header; 30 | -------------------------------------------------------------------------------- /src/components/Spacer.js: -------------------------------------------------------------------------------- 1 | import React, { Component } from "react"; 2 | import PropTypes from "prop-types"; 3 | import glamorous from "glamorous"; 4 | /** 5 | * The component 6 | * @type {Object} 7 | */ 8 | class Spacer extends Component { 9 | /** 10 | * Render 11 | * @return {ReactElement} 12 | */ 13 | render() { 14 | const { location } = this.props; 15 | const GDiv = glamorous.div({ 16 | height: 25, 17 | width: "100%", 18 | backgroundColor: location === "inside" ? "#fff" : "#eee", 19 | marginTop: 5, 20 | marginBottom: 5 21 | }); 22 | return ; 23 | } 24 | } 25 | Spacer.propTypes = { 26 | location: PropTypes.string.isRequired 27 | }; 28 | Spacer.defaultProps = { 29 | location: "inside" 30 | }; 31 | export default Spacer; 32 | -------------------------------------------------------------------------------- /public/index.css: -------------------------------------------------------------------------------- 1 | @font-face { 2 | font-family: "HelveticaLTStd-Bold"; 3 | src: url("fonts/HelveticaLTStd-Bold.otf") format("opentype"); 4 | font-weight: normal; 5 | font-style: normal; 6 | } 7 | 8 | @font-face { 9 | font-family: "HelveticaLTStd-Roman"; 10 | src: url("fonts/HelveticaLTStd-Roman.otf") format("opentype"); 11 | font-weight: normal; 12 | font-style: normal; 13 | } 14 | 15 | @font-face { 16 | font-family: "HelveticaLTStd-Light"; 17 | src: url("fonts/HelveticaLTStd-Light.otf") format("opentype"); 18 | font-weight: normal; 19 | font-style: normal; 20 | } 21 | 22 | body { 23 | margin: 0; 24 | padding: 0; 25 | font-family: "HelveticaLTStd-Roman", Helvetica, Arial, sans-serif; 26 | background-color: #eeeeee; 27 | -webkit-font-smoothing: antialiased; 28 | max-width: 100%; 29 | overflow-x: hidden; 30 | } 31 | -------------------------------------------------------------------------------- /src/utils/functions.js: -------------------------------------------------------------------------------- 1 | import React, { Component } from "react"; 2 | import _ from "lodash"; 3 | 4 | export function capitalizeFirstLetter(string) { 5 | return string.charAt(0).toUpperCase() + string.slice(1); 6 | } 7 | 8 | export function getType(key) { 9 | if (_.includes(key, "url")) { 10 | return "url"; 11 | } else if (_.includes(key, "email")) { 12 | return "email"; 13 | } else { 14 | return "text"; 15 | } 16 | } 17 | 18 | export function getInner(type, content) { 19 | if (type === "url") { 20 | return ( 21 | 22 | {content} 23 | 24 | ); 25 | } else if (type === "email") { 26 | return ( 27 | 28 | {content} 29 | 30 | ); 31 | } else { 32 | return content; 33 | } 34 | } 35 | -------------------------------------------------------------------------------- /src/components/Statistics.js: -------------------------------------------------------------------------------- 1 | import React, { Component } from "react"; 2 | import PropTypes from "prop-types"; 3 | import Line from "./Line"; 4 | import Typo from "./Typo"; 5 | import Table from "./Table"; 6 | import Spacer from "./Spacer"; 7 | 8 | /** 9 | * The component 10 | * @type {Object} 11 | */ 12 | class Section extends Component { 13 | /** 14 | * Render 15 | * @return {ReactElement} 16 | */ 17 | render() { 18 | const { data } = this.props; 19 | return ( 20 |
21 | 22 | 23 | 24 | 25 |
26 | 27 |
28 | 29 |
30 | 31 | ); 32 | } 33 | } 34 | Section.propTypes = { 35 | data: PropTypes.object.isRequired 36 | }; 37 | export default Section; 38 | -------------------------------------------------------------------------------- /package.json: -------------------------------------------------------------------------------- 1 | { 2 | "name": "datanutrition", 3 | "version": "0.1.0", 4 | "private": true, 5 | "homepage": "http://ahmedhosny.github.io/datanutrition", 6 | "dependencies": { 7 | "glamor": "^2.20.40", 8 | "glamorous": "^4.12.1", 9 | "lodash": "^4.17.5", 10 | "@material-ui/core": "^1.1.0", 11 | "namor": "^1.0.1", 12 | "papaparse": "^4.3.7", 13 | "plotly.js": "^1.35.2", 14 | "prop-types": "^15.6.1", 15 | "react": "^16.2.0", 16 | "react-dom": "^16.2.0", 17 | "react-plotly": "^1.0.0", 18 | "react-plotly.js": "^2.1.0", 19 | "react-scripts": "1.1.1", 20 | "react-scroll": "^1.7.7", 21 | "react-table": "^6.8.0", 22 | "simple-statistics": "^5.3.1" 23 | }, 24 | "scripts": { 25 | "start": "react-scripts start", 26 | "build": "react-scripts build", 27 | "test": "react-scripts test --env=jsdom", 28 | "eject": "react-scripts eject", 29 | "predeploy": "npm run build", 30 | "deploy": "gh-pages -d build" 31 | }, 32 | "devDependencies": { 33 | "gh-pages": "^1.1.0" 34 | } 35 | } 36 | -------------------------------------------------------------------------------- /src/components/Table.js: -------------------------------------------------------------------------------- 1 | import React, { Component } from "react"; 2 | import ReactTable from "react-table"; 3 | import glamorous from "glamorous"; 4 | import Typo from "./Typo"; 5 | import Line from "./Line"; 6 | import _ from "lodash"; 7 | 8 | import "react-table/react-table.css"; 9 | 10 | class Table extends Component { 11 | render() { 12 | const { title, data } = this.props; 13 | const GReactTable = glamorous(ReactTable)({ 14 | border: "0px !important" 15 | }); 16 | let columns = []; 17 | _.forEach(data[0], function(value, key) { 18 | columns.push({ 19 | Header: key, 20 | accessor: key 21 | }); 22 | }); 23 | return ( 24 |
25 | 26 | 27 | 36 |
37 | ); 38 | } 39 | } 40 | export default Table; 41 | -------------------------------------------------------------------------------- /src/components/Viewer.js: -------------------------------------------------------------------------------- 1 | import React, { Component } from "react"; 2 | import PropTypes from "prop-types"; 3 | import Glamorous from "glamorous"; 4 | import Grid from "@material-ui/core/Grid"; 5 | import Navigation from "./Navigation"; 6 | import Label from "./Label"; 7 | import ParallelCoords from "./ParallelCoords"; 8 | import Description from "./Description"; 9 | import { Element } from "react-scroll"; 10 | 11 | /** 12 | * The component 13 | * @type {Object} 14 | */ 15 | class Viewer extends Component { 16 | /** 17 | * Render 18 | * @return {ReactElement} 19 | */ 20 | render() { 21 | const { data, raw } = this.props; 22 | const GGrid = Glamorous(Grid)({ 23 | position: "sticky", 24 | top: 0, 25 | padding: "0px !important" 26 | }); 27 | return ( 28 |
29 | 30 | 31 | 32 | 33 | 34 | 35 | 36 | 37 | 39 | 40 | 41 |
42 | ); 43 | } 44 | } 45 | Viewer.propTypes = { 46 | data: PropTypes.object.isRequired, 47 | raw: PropTypes.object.isRequired 48 | }; 49 | export default Viewer; 50 | // 51 | -------------------------------------------------------------------------------- /src/components/Wrapper.js: -------------------------------------------------------------------------------- 1 | import React, { Component } from "react"; 2 | import PropTypes from "prop-types"; 3 | import glamorous from "glamorous"; 4 | import Card from "@material-ui/core/Card"; 5 | import CardContent from "@material-ui/core/CardContent"; 6 | import Section from "./Section"; 7 | import Header from "./Header"; 8 | import Spacer from "./Spacer"; 9 | import Statistics from "./Statistics"; 10 | import PairPlot from "./PairPlot"; 11 | import GroundTruth from "./GroundTruth"; 12 | import { Element } from "react-scroll"; 13 | import Typo from "./Typo"; 14 | import Line from "./Line"; 15 | 16 | /** 17 | * The component 18 | * @type {Object} 19 | */ 20 | class Wrapper extends Component { 21 | /** 22 | * Render 23 | * @return {ReactElement} 24 | */ 25 | render() { 26 | const { name, content } = this.props; 27 | const GCard = glamorous(Card)({ 28 | border: "5px solid black", 29 | padding: 0 30 | }); 31 | const GCardContent = glamorous(CardContent)({ 32 | paddingLeft: "16px !important", 33 | paddingRight: "16px !important" 34 | }); 35 | return ( 36 |
37 | 38 | 39 | 40 | {content} 41 | 42 | 43 | 44 |
45 | ); 46 | } 47 | } 48 | Wrapper.propTypes = { 49 | name: PropTypes.string.isRequired, 50 | content: PropTypes.element.isRequired 51 | }; 52 | export default Wrapper; 53 | -------------------------------------------------------------------------------- /src/utils/continuousDiscrete.js: -------------------------------------------------------------------------------- 1 | import _ from "lodash"; 2 | import data from "../data"; 3 | import { getMissingOrZero } from "./statistics"; 4 | import { min, median, max, mean, standardDeviation } from "simple-statistics"; 5 | 6 | /** 7 | * Temporary to bind continuous and discrete 8 | */ 9 | let continuousDiscrete = data.statistics.continuous.concat( 10 | data.statistics.discrete 11 | ); 12 | 13 | /** 14 | * Gets ordinal statistics 15 | * @param {Object} data data from my json 16 | * @param {array} trasnposed transposed from csv of actual data 17 | * @param {number} noOfRows number of rows. 18 | */ 19 | export function getContinuousDiscrete(data, trasnposed, noOfRows) { 20 | let stats = []; 21 | continuousDiscrete.map((m, index) => { 22 | const column = trasnposed[m.name]; 23 | let columnFloat = []; 24 | column.map((item, idx) => { 25 | item !== "" ? columnFloat.push(parseFloat(item)) : null; 26 | }); 27 | // based on original with potential missing values 28 | const count = _.countBy(column); 29 | const obj = { 30 | name: m.name, 31 | count: column.length, 32 | min: min(columnFloat), 33 | median: median(columnFloat).toFixed(2), 34 | max: max(columnFloat), 35 | mean: mean(columnFloat).toFixed(2), 36 | standardDeviation: standardDeviation(columnFloat).toFixed(2), 37 | missing: getMissingOrZero(count, noOfRows, ""), 38 | zeros: getMissingOrZero(count, noOfRows, "0") 39 | }; 40 | stats.push(obj); 41 | }); 42 | return stats; 43 | } 44 | -------------------------------------------------------------------------------- /src/components/Entry.js: -------------------------------------------------------------------------------- 1 | import React, { Component } from "react"; 2 | import PropTypes from "prop-types"; 3 | import Glamorous from "glamorous"; 4 | import Line from "./Line"; 5 | import Typo from "./Typo"; 6 | import { capitalizeFirstLetter } from "../utils/functions"; 7 | /** 8 | * The component 9 | * @type {Object} 10 | */ 11 | class Entry extends Component { 12 | /** 13 | * Render 14 | * @return {ReactElement} 15 | */ 16 | render() { 17 | const { name, value, type, sub, last } = this.props; 18 | const GDiv = Glamorous.div({ 19 | display: "flex", 20 | verticalAlign: "bottom" 21 | }); 22 | return ( 23 |
24 | 25 | 30 | 37 | 38 | {last ? null : } 39 |
40 | ); 41 | } 42 | } 43 | Entry.propTypes = { 44 | name: PropTypes.string.isRequired, 45 | value: PropTypes.oneOfType([ 46 | PropTypes.string.isRequired, 47 | PropTypes.number.isRequired 48 | ]), 49 | type: PropTypes.string.isRequired, 50 | sub: PropTypes.bool.isRequired, 51 | last: PropTypes.bool.isRequired 52 | }; 53 | Entry.defaultProps = { 54 | type: "text", 55 | sub: false, 56 | last: false 57 | }; 58 | export default Entry; 59 | -------------------------------------------------------------------------------- /src/components/EntryMulti.js: -------------------------------------------------------------------------------- 1 | import React, { Component } from "react"; 2 | import PropTypes from "prop-types"; 3 | import Glamorous from "glamorous"; 4 | import Line from "./Line"; 5 | import Typo from "./Typo"; 6 | import Entry from "./Entry"; 7 | import { capitalizeFirstLetter, getType } from "../utils/functions"; 8 | import _ from "lodash"; 9 | 10 | /** 11 | * The component 12 | * @type {Object} 13 | */ 14 | class EntryMulti extends Component { 15 | /** 16 | * Render 17 | * @return {ReactElement} 18 | */ 19 | render() { 20 | const { name, object, lastOverall } = this.props; 21 | const GDiv = Glamorous.div({ 22 | marginLeft: 50 23 | }); 24 | let entries = []; 25 | let length = Object.keys(object).length - 1; 26 | let counter = 0; 27 | _.forEach(object, function(value, key) { 28 | let last = counter === length ? true : false; 29 | counter += 1; 30 | entries.push( 31 | 39 | ); 40 | }); 41 | return ( 42 |
43 | 44 | 45 | {entries} 46 | {lastOverall ? null : } 47 |
48 | ); 49 | } 50 | } 51 | EntryMulti.propTypes = { 52 | name: PropTypes.string.isRequired, 53 | object: PropTypes.object.isRequired 54 | }; 55 | export default EntryMulti; 56 | -------------------------------------------------------------------------------- /src/App.js: -------------------------------------------------------------------------------- 1 | import React, { Component } from "react"; 2 | import Viewer from "./components/Viewer"; 3 | import Papa from "papaparse"; 4 | import data from "./data"; 5 | import { getStats } from "./utils/statistics"; 6 | import "./App.css"; 7 | 8 | /** 9 | * Only run to get statistics in the console 10 | */ 11 | // getStats(); 12 | 13 | const url = 14 | "https://raw.githubusercontent.com/ahmedhosny/datanutrition/master/src/utils/sample_missing.csv"; 15 | 16 | class App extends Component { 17 | constructor(props) { 18 | super(props); 19 | this.state = { 20 | raw: {} 21 | }; 22 | this.formatData = this.formatData.bind(this); 23 | } 24 | formatData(results) { 25 | const transposed = Object.assign( 26 | ...Object.keys(results.data[0]).map(key => ({ 27 | [key]: results.data.map(o => o[key]) 28 | })) 29 | ); 30 | this.setState({ 31 | raw: transposed 32 | }); 33 | } 34 | componentWillMount() { 35 | Papa.parse(url, { 36 | download: true, 37 | header: true, 38 | skipEmptyLines: true, 39 | complete: this.formatData 40 | }); 41 | } 42 | render() { 43 | const { raw } = this.state; 44 | return ( 45 |
46 |
47 | 48 |
49 |

Dataset Nutrition Label

50 |
51 |
52 | 53 |
54 | ); 55 | } 56 | } 57 | 58 | export default App; 59 | -------------------------------------------------------------------------------- /src/utils/statistics.js: -------------------------------------------------------------------------------- 1 | import Papa from "papaparse"; 2 | import data from "../data"; 3 | import { getOrdinalNominal } from "./ordinalNominal"; 4 | import { getContinuousDiscrete } from "./continuousDiscrete"; 5 | 6 | // const url = 7 | // "https://raw.githubusercontent.com/ahmedhosny/datanutrition/master/src/utils/sample.csv"; 8 | const url = 9 | "https://raw.githubusercontent.com/ahmedhosny/datanutrition/master/src/utils/sample_missing.csv"; 10 | 11 | // all csv is parsed as string 12 | export function getStats() { 13 | Papa.parse(url, { 14 | download: true, 15 | header: true, 16 | skipEmptyLines: true, 17 | complete: function(results) { 18 | const noOfRows = results.data.length; 19 | const transposed = Object.assign( 20 | ...Object.keys(results.data[0]).map(key => ({ 21 | [key]: results.data.map(o => o[key]) 22 | })) 23 | ); 24 | const ordinalNominal = getOrdinalNominal(data, transposed, noOfRows); 25 | const continuousDiscrete = getContinuousDiscrete( 26 | data, 27 | transposed, 28 | noOfRows 29 | ); 30 | // console.log(JSON.stringify(continuousDiscrete)); 31 | } 32 | }); 33 | } 34 | 35 | /** 36 | * Calculate missing percentage 37 | * @param {object} count count from lodash 38 | * @param {number} noOfRows number of entires 39 | * @return {string} [either 0% or the actual % 40 | */ 41 | export function getMissingOrZero(count, noOfRows, which) { 42 | return count[which] === undefined 43 | ? "0%" 44 | : parseFloat(count[which] / noOfRows * 100) 45 | .toFixed(2) 46 | .toString() + "%"; 47 | } 48 | -------------------------------------------------------------------------------- /src/components/Section.js: -------------------------------------------------------------------------------- 1 | import React, { Component } from "react"; 2 | import PropTypes from "prop-types"; 3 | import Line from "./Line"; 4 | import Typo from "./Typo"; 5 | import Entry from "./Entry"; 6 | import EntryMulti from "./EntryMulti"; 7 | import { getType } from "../utils/functions"; 8 | import _ from "lodash"; 9 | 10 | /** 11 | * The component 12 | * @type {Object} 13 | */ 14 | class Section extends Component { 15 | /** 16 | * Render 17 | * @return {ReactElement} 18 | */ 19 | render() { 20 | const { title, data } = this.props; 21 | let entries = []; 22 | let length = Object.keys(data).length - 1; 23 | let counter = 0; 24 | _.forEach(data, function(value, key) { 25 | let last = counter === length ? true : false; 26 | counter += 1; 27 | let entry; 28 | if (typeof data[key] === "string" || typeof data[key] === "number") { 29 | entry = ( 30 | 37 | ); 38 | } else { 39 | entry = ( 40 | 46 | ); 47 | } 48 | entries.push(entry); 49 | }); 50 | return ( 51 |
52 | 53 | 54 | {entries} 55 |
56 | ); 57 | } 58 | } 59 | Section.propTypes = { 60 | title: PropTypes.string.isRequired, 61 | data: PropTypes.object.isRequired 62 | }; 63 | export default Section; 64 | -------------------------------------------------------------------------------- /public/index.html: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 12 | 13 | 14 | 15 | 16 | 17 | 26 | The Dataset Nutrition Label 27 | 28 | 29 | 30 | 33 |
34 | 44 | 45 | 46 | -------------------------------------------------------------------------------- /src/components/Typo.js: -------------------------------------------------------------------------------- 1 | import React, { Component } from "react"; 2 | import PropTypes from "prop-types"; 3 | import glamorous from "glamorous"; 4 | import { getInner } from "../utils/functions"; 5 | 6 | /** 7 | * The component 8 | * @type {Object} 9 | */ 10 | class Typo extends Component { 11 | /** 12 | * Render 13 | * @return {ReactElement} 14 | */ 15 | render() { 16 | const dict = { 17 | 1: { 18 | fontSize: 24, 19 | fontFamily: "HelveticaLTStd-Light" 20 | }, 21 | 2: { 22 | fontSize: 30, 23 | fontFamily: "HelveticaLTStd-Roman" 24 | }, 25 | 3: { 26 | fontSize: 36, 27 | fontFamily: "HelveticaLTStd-Bold" 28 | }, 29 | 4: { 30 | fontSize: 50, 31 | fontFamily: "HelveticaLTStd-Bold" 32 | }, 33 | 5: { 34 | fontSize: 60, 35 | fontFamily: "HelveticaLTStd-Bold" 36 | } 37 | }; 38 | const { content, size, position, type, sub } = this.props; 39 | 40 | const GTypography = glamorous.div(dict[size]); 41 | const paddingLeft = position === "right" ? 20 : 0; 42 | const lineHeight = position === "right" || sub ? 1.3 : 1; 43 | const wordBreak = position === "right" ? "break-word" : "normal"; 44 | const wordWrap = "break-word"; 45 | const maxWidth = position === "" ? 400 : ""; 46 | const inner = getInner(type, content); 47 | return ( 48 | 59 | {inner} 60 | 61 | ); 62 | } 63 | } 64 | Typo.propTypes = { 65 | content: PropTypes.oneOfType([ 66 | PropTypes.string.isRequired, 67 | PropTypes.number.isRequired 68 | ]), 69 | type: PropTypes.number.isRequired, 70 | position: PropTypes.string.isRequired, 71 | type: PropTypes.string.isRequired, 72 | sub: PropTypes.bool.isRequired 73 | }; 74 | Typo.defaultProps = { 75 | position: "", 76 | type: "text", 77 | sub: false 78 | }; 79 | export default Typo; 80 | -------------------------------------------------------------------------------- /src/components/Label.js: -------------------------------------------------------------------------------- 1 | import React, { Component } from "react"; 2 | import PropTypes from "prop-types"; 3 | import glamorous from "glamorous"; 4 | import Card from "@material-ui/core/Card"; 5 | import CardContent from "@material-ui/core/CardContent"; 6 | import Section from "./Section"; 7 | import Header from "./Header"; 8 | import Spacer from "./Spacer"; 9 | import Statistics from "./Statistics"; 10 | import PairPlot from "./PairPlot"; 11 | import GroundTruth from "./GroundTruth"; 12 | import Probabilistic from "./Probabilistic"; 13 | import { Element } from "react-scroll"; 14 | import Typo from "./Typo"; 15 | import Line from "./Line"; 16 | import Wrapper from "./Wrapper"; 17 | 18 | /** 19 | * The component 20 | * @type {Object} 21 | */ 22 | class Label extends Component { 23 | /** 24 | * Render 25 | * @return {ReactElement} 26 | */ 27 | render() { 28 | const { data, raw } = this.props; 29 | const GCard = glamorous(Card)({ 30 | border: "5px solid black", 31 | padding: 0 32 | }); 33 | const GCardContent = glamorous(CardContent)({ 34 | paddingLeft: "16px !important", 35 | paddingRight: "16px !important" 36 | }); 37 | return ( 38 |
39 | } /> 40 | } 43 | /> 44 | } 47 | /> 48 | } 51 | /> 52 | } 55 | /> 56 | } /> 57 | } 60 | /> 61 | } 64 | /> 65 |
66 | ); 67 | } 68 | } 69 | Label.propTypes = { 70 | data: PropTypes.object.isRequired, 71 | raw: PropTypes.object.isRequired 72 | }; 73 | export default Label; 74 | -------------------------------------------------------------------------------- /src/logo.svg: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | -------------------------------------------------------------------------------- /src/components/Description.js: -------------------------------------------------------------------------------- 1 | import React, { Component } from "react"; 2 | import PropTypes from "prop-types"; 3 | import Glamorous from "glamorous"; 4 | import Grid from "@material-ui/core/Grid"; 5 | 6 | /** 7 | * The component 8 | * @type {Object} 9 | */ 10 | class Description extends Component { 11 | /** 12 | * Render 13 | * @return {ReactElement} 14 | */ 15 | render() { 16 | const GDiv = Glamorous.div({ 17 | paddingTop: 50, 18 | color: "#696969", 19 | fontSize: 24, 20 | fontFamily: "Lato" 21 | }); 22 | const GStrong = Glamorous.div({ 23 | fontWeight: 600, 24 | display: "inline" 25 | }); 26 | return ( 27 | 28 | 29 | 30 | The Dataset Nutrition Label aims to create a 31 | standard for interrogating datasets for measures that will 32 | ultimately drive the creation of better, more inclusive machine 33 | learning models. Our current prototype includes several ‘modules’ 34 | across a variety of qualitative and quantitative data that we 35 | believe is useful for exploring several aspects in datasets before 36 | the development of models. 37 |
38 |
39 | 43 |
44 |
45 | We developed this Label on ProPublica’s Dollars for Docs (2013-2015){" "} 46 | 50 | dataset 51 | 52 | , which details payments made from pharmaceutical companies to 53 | doctors. You can navigate through the modules using the links on the 54 | left. 55 |
56 |
57 | To learn more, please visit our{" "} 58 | 59 | website 60 | 61 | , read our{" "} 62 | 66 | paper abstract 67 | 68 | , or email us at{" "} 69 | 70 | nutrition@media.mit.edu 71 | 72 | . 73 | 74 | 75 | 76 | ); 77 | } 78 | } 79 | Description.propTypes = {}; 80 | export default Description; 81 | -------------------------------------------------------------------------------- /src/components/Probabilistic.js: -------------------------------------------------------------------------------- 1 | import React, { Component } from "react"; 2 | import glamorous from "glamorous"; 3 | import Typo from "./Typo"; 4 | import Line from "./Line"; 5 | import Plot from "react-plotly.js"; 6 | import TextField from "@material-ui/core/TextField"; 7 | import MenuItem from "@material-ui/core/MenuItem"; 8 | import Grid from "@material-ui/core/Grid"; 9 | import _ from "lodash"; 10 | import FormControlLabel from "@material-ui/core/FormControlLabel"; 11 | import Switch from "@material-ui/core/Switch"; 12 | 13 | const GPlot = glamorous(Plot)({ 14 | width: "100%", 15 | height: 300 16 | }); 17 | 18 | const marker = { 19 | color: "white", 20 | line: { 21 | color: "black", 22 | width: 2 23 | } 24 | }; 25 | 26 | class Probabilistic extends Component { 27 | state = { 28 | choice: "eliquis" 29 | }; 30 | 31 | handleChange = name => event => { 32 | this.setState({ 33 | [name]: event.target.value 34 | }); 35 | }; 36 | 37 | render() { 38 | const { data } = this.props; 39 | const { choice } = this.state; 40 | const choices = Object.keys(data).map((item, idx) => { 41 | return { 42 | value: item, 43 | label: item 44 | }; 45 | }); 46 | const keys = Object.keys(data[choice]); 47 | const values = Object.values(data[choice]); 48 | var dataPlotly = { 49 | x: keys, 50 | y: values, 51 | type: "bar", 52 | marker: { 53 | color: "rgb(0,0,0)" 54 | } 55 | }; 56 | 57 | var layout = { 58 | autosize: true, 59 | title: "" 60 | }; 61 | 62 | var config = { 63 | displayModeBar: false, 64 | displaylogo: false 65 | }; 66 | 67 | return ( 68 |
69 | 70 | 71 | 72 | 73 | 82 | {choices.map(option => ( 83 | 84 | {option.label} 85 | 86 | ))} 87 | 88 | 89 | 90 | 96 |
97 | ); 98 | } 99 | } 100 | export default Probabilistic; 101 | // margin: { 102 | // l: 300, 103 | // r: 50, 104 | // b: 120, 105 | // t: 50, 106 | // pad: 4 107 | // }, 108 | // reversescale: correlation ? true : false, 109 | // showlegend: false, 110 | // zmin: correlation ? 0 : -1, 111 | // zmax: correlation ? 1 : 0 112 | -------------------------------------------------------------------------------- /src/utils/ordinalNominal.js: -------------------------------------------------------------------------------- 1 | import _ from "lodash"; 2 | import data from "../data"; 3 | import { getMissingOrZero } from "./statistics"; 4 | 5 | /** 6 | * Temporary to bind ordinal and nominal 7 | */ 8 | let ordinalNominal = data.statistics.ordinal.concat(data.statistics.nominal); 9 | 10 | /** 11 | * Gets ordinal statistics 12 | * @param {Object} data data from my json 13 | * @param {array} trasnposed transposed from csv of actual data 14 | * @param {number} noOfRows number of rows. 15 | */ 16 | export function getOrdinalNominal(data, trasnposed, noOfRows) { 17 | let stats = []; 18 | ordinalNominal.map((m, index) => { 19 | const column = trasnposed[m.name]; 20 | const count = _.countBy(column); 21 | const uniqueEntries = _.uniq(column).length; 22 | const uniqueEntriesString = getUnique(column, count); 23 | const obj = { 24 | name: m.name, 25 | count: column.length, 26 | uniqueEntries: uniqueEntriesString, 27 | mostFrequent: getFreq(count, noOfRows, uniqueEntries, true), 28 | leastFrequent: getFreq(count, noOfRows, uniqueEntries, false), 29 | missing: getMissingOrZero(count, noOfRows, "") 30 | }; 31 | stats.push(obj); 32 | }); 33 | return stats; 34 | } 35 | 36 | /** 37 | * Calculate the freq of the most and least entires 38 | * @param {object} count count from lodash 39 | * @param {number} noOfRows number of entires 40 | * @param {number} unique number of unique entires 41 | * @param {bool} which true for most freq, false for least freq 42 | * @return {string} most or least frequent 43 | */ 44 | function getFreq(count, noOfRows, unique, which) { 45 | let freq = Object.keys(count).reduce(function(a, b) { 46 | if (which) { 47 | return count[a] > count[b] ? a : b; 48 | } else { 49 | return count[a] < count[b] ? a : b; 50 | } 51 | }); 52 | // 53 | // check if freq is undefined 54 | // 55 | const freqMissing = freq === "" ? "missing value" : freq; 56 | // 57 | //if the entire column is made up all unique entries 58 | // 59 | if (noOfRows === unique) { 60 | return "--"; 61 | } else if (unique === 1) { 62 | // 63 | // if entire column is made up of the same value 64 | // most frequent makes sense here - but least frequent is empty 65 | // 66 | return which ? freqMissing + " (" + count[freq].toString() + ")" : "--"; 67 | } else { 68 | // 69 | // if there is something in between 70 | // need to check if this is the absolute most/least frequent or there are 71 | // others - if so return "--" 72 | // regardless of most or least frequent 73 | // 74 | const edges = _.countBy(Object.values(count), function(item) { 75 | return item === count[freq]; 76 | }); 77 | return edges.true === 1 78 | ? freqMissing + " (" + count[freq].toString() + ")" 79 | : "multiple detected"; 80 | } 81 | } 82 | 83 | /** 84 | * Calculate number of unique values 85 | * @param {array} column column of a variable 86 | * @param {object} count count from lodash 87 | * @return {string} number of unique 88 | */ 89 | function getUnique(column, count) { 90 | return count[""] === undefined 91 | ? _.uniq(column).length.toString() 92 | : _.uniq(column).length.toString() + " including missing"; 93 | } 94 | -------------------------------------------------------------------------------- /src/components/ParallelCoords.js: -------------------------------------------------------------------------------- 1 | import React, { Component } from "react"; 2 | import glamorous from "glamorous"; 3 | import Plot from "react-plotly.js"; 4 | import _ from "lodash"; 5 | 6 | const GPlot = glamorous(Plot)({ 7 | width: "100%", 8 | height: 500 9 | }); 10 | 11 | class ParallelCoords extends Component { 12 | render() { 13 | var trace = { 14 | type: "parcoords", 15 | opacity: 0.5, 16 | line: { 17 | color: [1, 2, 3, 4, 5, 6, 7], 18 | colorscale: "Jet" 19 | }, 20 | labelfont: { 21 | size: 24 22 | }, 23 | labelfont: { 24 | size: 18 25 | }, 26 | tickfont: { 27 | size: 14 28 | }, 29 | dimensions: [ 30 | { 31 | range: [1, 7], 32 | constraintrange: [1, 7], 33 | tickvals: [1, 2, 3, 4, 5, 6, 7], 34 | ticktext: _.reverse([ 35 | "metadata", 36 | "provenance", 37 | "variables", 38 | "statistics", 39 | "pairplots", 40 | "probabilistic modeling", 41 | "ground truth correlations" 42 | ]), 43 | label: "module", 44 | values: [1, 2, 3, 4, 5, 6, 7] 45 | }, 46 | { 47 | range: [1, 3], 48 | tickvals: [1, 2, 3], 49 | ticktext: ["no exposure", "semi-exposure", "full exposure"], 50 | label: "exposes data", 51 | values: _.reverse([1, 1, 2, 2, 3, 3, 3]) 52 | }, 53 | { 54 | range: [1, 3], 55 | tickvals: [1, 2, 3], 56 | ticktext: ["full automated", "semi-automated", "fully manual"], 57 | label: "preparation effort", 58 | values: _.reverse([3, 3, 3, 1, 1, 2, 2]) 59 | }, 60 | { 61 | range: [1, 3], 62 | tickvals: [1, 2, 3], 63 | ticktext: ["factual", "semi-subjective", "subjective"], 64 | label: "subjectivity", 65 | values: _.reverse([1, 1, 2, 1, 1, 3, 1]) 66 | }, 67 | { 68 | range: [1, 3], 69 | tickvals: [1, 2, 3], 70 | ticktext: ["static", "semi-interactive", "interactive"], 71 | label: "interactivity", 72 | values: _.reverse([1, 1, 1, 1, 3, 1, 1]) 73 | }, 74 | { 75 | range: [1, 3], 76 | tickvals: [1, 2, 3], 77 | ticktext: ["low", "medium", "high"], 78 | label: "skill required", 79 | values: _.reverse([1, 1, 1, 2, 2, 3, 2]) 80 | }, 81 | { 82 | range: [1, 3], 83 | tickvals: [1, 2, 3], 84 | ticktext: ["qualitative", "semi-quantitative", "quantitative"], 85 | label: "measure", 86 | values: _.reverse([1, 1, 1, 3, 3, 3, 3]) 87 | } 88 | ] 89 | }; 90 | 91 | var layout = { 92 | margin: { 93 | l: 200, 94 | r: 120, 95 | b: 70, 96 | t: 150, 97 | pad: 4 98 | }, 99 | autosize: true, 100 | title: "Module Attributes", 101 | paper_bgcolor: "#eee", 102 | titlefont: { 103 | size: 24 104 | }, 105 | xaxis: { 106 | linewidth: 50 107 | }, 108 | yaxis: { 109 | linewidth: 50 110 | } 111 | }; 112 | 113 | var config = { 114 | displayModeBar: false, 115 | displaylogo: false 116 | }; 117 | 118 | return ( 119 |
120 | 126 |
127 | ); 128 | } 129 | } 130 | 131 | export default ParallelCoords; 132 | -------------------------------------------------------------------------------- /src/components/GroundTruth.js: -------------------------------------------------------------------------------- 1 | import React, { Component } from "react"; 2 | import glamorous from "glamorous"; 3 | import Typo from "./Typo"; 4 | import Line from "./Line"; 5 | import Plot from "react-plotly.js"; 6 | import TextField from "@material-ui/core/TextField"; 7 | import MenuItem from "@material-ui/core/MenuItem"; 8 | import Grid from "@material-ui/core/Grid"; 9 | import _ from "lodash"; 10 | import FormControlLabel from "@material-ui/core/FormControlLabel"; 11 | import Switch from "@material-ui/core/Switch"; 12 | 13 | const GPlot = glamorous(Plot)({ 14 | width: "100%", 15 | height: 300 16 | }); 17 | 18 | const marker = { 19 | color: "white", 20 | line: { 21 | color: "black", 22 | width: 2 23 | } 24 | }; 25 | 26 | class GroundTruth extends Component { 27 | state = { 28 | choice: "total_amount_of_payment_usdollars", 29 | correlation: true // positive 30 | }; 31 | 32 | handleChange = name => event => { 33 | this.setState({ 34 | [name]: event.target.value 35 | }); 36 | }; 37 | 38 | handleChangeSwitch = name => event => { 39 | this.setState({ 40 | [name]: event.target.checked 41 | }); 42 | }; 43 | 44 | render() { 45 | const { data } = this.props; 46 | const { choice, correlation } = this.state; 47 | const choices = Object.keys(data).map((item, idx) => { 48 | return { 49 | value: item, 50 | label: item 51 | }; 52 | }); 53 | const keys = Object.keys(data[choice]); 54 | const values = Object.values(data[choice]); 55 | var dataPlotly = { 56 | x: keys, 57 | y: _.fill(Array(keys.length), choice), 58 | z: values, 59 | type: "heatmap", 60 | colorscale: "Greys", 61 | reversescale: correlation ? true : false, 62 | showlegend: false, 63 | zmin: correlation ? 0 : -1, 64 | zmax: correlation ? 1 : 0 65 | }; 66 | 67 | var layout = { 68 | autosize: true, 69 | margin: { 70 | l: 300, 71 | r: 50, 72 | b: 120, 73 | t: 50, 74 | pad: 4 75 | }, 76 | title: "" 77 | }; 78 | 79 | var config = { 80 | displayModeBar: false, 81 | displaylogo: false 82 | }; 83 | 84 | return ( 85 |
86 | 87 | 88 | 89 | 90 | 98 | } 99 | label={ 100 | correlation ? "positive correlation" : "negative correlation" 101 | } 102 | /> 103 | 104 | 105 | 114 | {choices.map(option => ( 115 | 116 | {option.label} 117 | 118 | ))} 119 | 120 | 121 | 122 | 128 |
129 | ); 130 | } 131 | } 132 | export default GroundTruth; 133 | -------------------------------------------------------------------------------- /src/components/Navigation.js: -------------------------------------------------------------------------------- 1 | import React, { Component } from "react"; 2 | import PropTypes from "prop-types"; 3 | import Glamorous from "glamorous"; 4 | import Typo from "./Typo"; 5 | import { 6 | Link, 7 | DirectLink, 8 | Element, 9 | Events, 10 | animateScroll as scroll, 11 | scrollSpy, 12 | scroller 13 | } from "react-scroll"; 14 | 15 | /** 16 | * The component 17 | * @type {Object} 18 | */ 19 | class Navigation extends Component { 20 | handleSetActive(to) {} 21 | 22 | /** 23 | * Render 24 | * @return {ReactElement} 25 | */ 26 | render() { 27 | const GDiv = Glamorous.div({ 28 | padding: 20, 29 | paddingTop: 30, 30 | color: "#696969", 31 | position: "sticky", 32 | top: 0, 33 | backgroundColor: "#eeeeee", 34 | cursor: "pointer", 35 | zIndex: 9999, 36 | fontFamily: "Lato" 37 | }); 38 | const GDivT = Glamorous.div({ 39 | fontSize: 20 40 | }); 41 | const GLink = Glamorous(Link)({ 42 | textDecoration: "underline" 43 | }); 44 | return ( 45 | 46 |
    47 | 56 | Introduction 57 | 58 |
    59 |
    60 | 69 | Metadata 70 | 71 |
    72 | 81 | Provenance 82 | 83 |
    84 | 85 | 94 | Variables 95 | 96 |
    97 | 106 | Statistics 107 | 108 |
    109 | 118 | Pair Plot 119 | 120 |
    121 | 130 | Probabilistic Model 131 | 132 |
    133 | 142 | Ground Truth Correlations 143 | 144 |
145 | 146 | ); 147 | } 148 | } 149 | export default Navigation; 150 | // Navigate through different label modules here: 151 | -------------------------------------------------------------------------------- /src/components/PairPlot.js: -------------------------------------------------------------------------------- 1 | import React, { Component } from "react"; 2 | import glamorous from "glamorous"; 3 | import Typo from "./Typo"; 4 | import Line from "./Line"; 5 | import Plot from "react-plotly.js"; 6 | import TextField from "@material-ui/core/TextField"; 7 | import MenuItem from "@material-ui/core/MenuItem"; 8 | import Grid from "@material-ui/core/Grid"; 9 | 10 | const GPlot = glamorous(Plot)({ 11 | width: "100%", 12 | height: 900 13 | }); 14 | 15 | const marker = { 16 | color: "white", 17 | line: { 18 | color: "black", 19 | width: 2 20 | } 21 | }; 22 | 23 | class PairPlot extends Component { 24 | state = { 25 | choiceA: "product_name", 26 | choiceB: "recipient_state" 27 | }; 28 | 29 | handleChange = name => event => { 30 | this.setState({ 31 | [name]: event.target.value 32 | }); 33 | }; 34 | 35 | render() { 36 | const { raw } = this.props; 37 | const { choiceA, choiceB } = this.state; 38 | const choices = Object.keys(raw).map((item, idx) => { 39 | return { 40 | value: item, 41 | label: item 42 | }; 43 | }); 44 | // bottom left 45 | var trace1 = { 46 | x: raw[choiceA], 47 | y: raw[choiceB], 48 | type: "histogram2d", 49 | colorscale: "Greys", 50 | reversescale: true, 51 | showlegend: false 52 | }; 53 | // bottom right 54 | var trace2 = { 55 | x: raw[choiceB], 56 | type: "histogram", 57 | xaxis: "x2", 58 | yaxis: "y2", 59 | showlegend: false, 60 | marker: marker 61 | }; 62 | // top left 63 | var trace3 = { 64 | x: raw[choiceA], 65 | type: "histogram", 66 | xaxis: "x3", 67 | yaxis: "y3", 68 | showlegend: false, 69 | marker: marker 70 | }; 71 | // top right 72 | var trace4 = { 73 | x: raw[choiceB], 74 | y: raw[choiceA], 75 | type: "histogram2d", 76 | colorscale: "Greys", 77 | xaxis: "x4", 78 | yaxis: "y4", 79 | reversescale: true, 80 | showlegend: false 81 | }; 82 | 83 | var data = [trace1, trace2, trace3, trace4]; 84 | 85 | var layout = { 86 | autosize: true, 87 | title: "", 88 | xaxis: { domain: [0, 0.43] }, 89 | yaxis: { domain: [0, 0.43] }, 90 | xaxis4: { 91 | domain: [0.57, 1], 92 | anchor: "y4" 93 | }, 94 | xaxis3: { 95 | domain: [0, 0.43], 96 | anchor: "y3" 97 | }, 98 | xaxis2: { domain: [0.57, 1] }, 99 | yaxis2: { 100 | domain: [0, 0.43], 101 | anchor: "x2" 102 | }, 103 | yaxis3: { domain: [0.57, 1] }, 104 | yaxis4: { 105 | domain: [0.57, 1], 106 | anchor: "x4" 107 | } 108 | }; 109 | 110 | var config = { 111 | displayModeBar: false, 112 | displaylogo: false 113 | }; 114 | 115 | return ( 116 |
117 | 118 | 119 | 125 | 126 | 127 | 128 | 137 | {choices.map(option => ( 138 | 139 | {option.label} 140 | 141 | ))} 142 | 143 | 144 | 145 | 154 | {choices.map(option => ( 155 | 156 | {option.label} 157 | 158 | ))} 159 | 160 | 161 | 162 |
163 | ); 164 | } 165 | } 166 | export default PairPlot; 167 | -------------------------------------------------------------------------------- /src/registerServiceWorker.js: -------------------------------------------------------------------------------- 1 | // In production, we register a service worker to serve assets from local cache. 2 | 3 | // This lets the app load faster on subsequent visits in production, and gives 4 | // it offline capabilities. However, it also means that developers (and users) 5 | // will only see deployed updates on the "N+1" visit to a page, since previously 6 | // cached resources are updated in the background. 7 | 8 | // To learn more about the benefits of this model, read https://goo.gl/KwvDNy. 9 | // This link also includes instructions on opting out of this behavior. 10 | 11 | const isLocalhost = Boolean( 12 | window.location.hostname === 'localhost' || 13 | // [::1] is the IPv6 localhost address. 14 | window.location.hostname === '[::1]' || 15 | // 127.0.0.1/8 is considered localhost for IPv4. 16 | window.location.hostname.match( 17 | /^127(?:\.(?:25[0-5]|2[0-4][0-9]|[01]?[0-9][0-9]?)){3}$/ 18 | ) 19 | ); 20 | 21 | export default function register() { 22 | if (process.env.NODE_ENV === 'production' && 'serviceWorker' in navigator) { 23 | // The URL constructor is available in all browsers that support SW. 24 | const publicUrl = new URL(process.env.PUBLIC_URL, window.location); 25 | if (publicUrl.origin !== window.location.origin) { 26 | // Our service worker won't work if PUBLIC_URL is on a different origin 27 | // from what our page is served on. This might happen if a CDN is used to 28 | // serve assets; see https://github.com/facebookincubator/create-react-app/issues/2374 29 | return; 30 | } 31 | 32 | window.addEventListener('load', () => { 33 | const swUrl = `${process.env.PUBLIC_URL}/service-worker.js`; 34 | 35 | if (isLocalhost) { 36 | // This is running on localhost. Lets check if a service worker still exists or not. 37 | checkValidServiceWorker(swUrl); 38 | 39 | // Add some additional logging to localhost, pointing developers to the 40 | // service worker/PWA documentation. 41 | navigator.serviceWorker.ready.then(() => { 42 | console.log( 43 | 'This web app is being served cache-first by a service ' + 44 | 'worker. To learn more, visit https://goo.gl/SC7cgQ' 45 | ); 46 | }); 47 | } else { 48 | // Is not local host. Just register service worker 49 | registerValidSW(swUrl); 50 | } 51 | }); 52 | } 53 | } 54 | 55 | function registerValidSW(swUrl) { 56 | navigator.serviceWorker 57 | .register(swUrl) 58 | .then(registration => { 59 | registration.onupdatefound = () => { 60 | const installingWorker = registration.installing; 61 | installingWorker.onstatechange = () => { 62 | if (installingWorker.state === 'installed') { 63 | if (navigator.serviceWorker.controller) { 64 | // At this point, the old content will have been purged and 65 | // the fresh content will have been added to the cache. 66 | // It's the perfect time to display a "New content is 67 | // available; please refresh." message in your web app. 68 | console.log('New content is available; please refresh.'); 69 | } else { 70 | // At this point, everything has been precached. 71 | // It's the perfect time to display a 72 | // "Content is cached for offline use." message. 73 | console.log('Content is cached for offline use.'); 74 | } 75 | } 76 | }; 77 | }; 78 | }) 79 | .catch(error => { 80 | console.error('Error during service worker registration:', error); 81 | }); 82 | } 83 | 84 | function checkValidServiceWorker(swUrl) { 85 | // Check if the service worker can be found. If it can't reload the page. 86 | fetch(swUrl) 87 | .then(response => { 88 | // Ensure service worker exists, and that we really are getting a JS file. 89 | if ( 90 | response.status === 404 || 91 | response.headers.get('content-type').indexOf('javascript') === -1 92 | ) { 93 | // No service worker found. Probably a different app. Reload the page. 94 | navigator.serviceWorker.ready.then(registration => { 95 | registration.unregister().then(() => { 96 | window.location.reload(); 97 | }); 98 | }); 99 | } else { 100 | // Service worker found. Proceed as normal. 101 | registerValidSW(swUrl); 102 | } 103 | }) 104 | .catch(() => { 105 | console.log( 106 | 'No internet connection found. App is running in offline mode.' 107 | ); 108 | }); 109 | } 110 | 111 | export function unregister() { 112 | if ('serviceWorker' in navigator) { 113 | navigator.serviceWorker.ready.then(registration => { 114 | registration.unregister(); 115 | }); 116 | } 117 | } 118 | -------------------------------------------------------------------------------- /src/data.js: -------------------------------------------------------------------------------- 1 | const data = { 2 | title: "ProPublica’s Dollars for Docs Data", 3 | metadata: { 4 | filename: "201612v1-docdollars-product_payments", 5 | format: "csv", 6 | url: "https://projects.propublica.org/docdollars/", 7 | domain: "healthcare", 8 | keywords: "Physicians, drugs, medicine, pharmaceutical, transactions", 9 | type: "tabular", 10 | rows: 500, 11 | columns: 18, 12 | missing: "5.2%", 13 | license: "cc", 14 | released: "JAN 2017", 15 | range: { from: "AUG 2013", to: "DEC 2015" }, 16 | description: 17 | "This is the data used in ProPublica’s Dollars for Docs news application. It is primarily based on CMS’s Open Payments data, but we have added a few features. ProPublica has standardized drug, device and manufacturer names, and made a flattened table (product_payments) that allows for easier aggregating payments associated with each drug/device. In [1], one payment record can be attributed to up to five different drugs or medical devices. This table flattens the payments out so that each drug/device related to each payment gets its own line." 18 | }, 19 | provenance: { 20 | source: { 21 | name: "U.S. Centers for Medicare & Medicaid Services", 22 | url: "https://www.cms.gov/OpenPayments/", 23 | email: "openpayments@cms.hhs.gov" 24 | }, 25 | author: { 26 | name: "Propublica", 27 | url: "https://www.propublica.org/datastore/", 28 | email: "data.store@propublica.org" 29 | } 30 | }, 31 | variables: { 32 | id: 33 | "A unique ID number for this payment & product combination. This is assigned by ProPublica for internal use", 34 | applicable_manufacturer_or_applicable_gpo_making_payment_id: 35 | "ID of the applicable manufacturer or submitting applicable GPO making the payment or other transfer of value", 36 | date_of_payment: 37 | "If a singular payment, then this is the actual date the payment was issued; if a series of payments or an aggregated set of payments, this is the date of the first payment to the covered recipient in this program year", 38 | general_transaction_id: 39 | "System-assigned identifier to the general transaction at the time of submission", 40 | program_year: 41 | "The calendar year for which the payment is reported in Open Payments", 42 | product_name: 43 | "Derived from the 'name_of_associated_covered_drug_or_biologicalX' field (for drugs) or 'name_of_associated_covered_device_or_medical_supplyX' field (for medical devices). Where possible,multiple versions of the same product are converted to the same product_name (i.e. records for 'Zorvolex 65mg' and 'Zorvolex 35mg' will be converted to 'Zorvolex'). The original value is contained in original_product_name", 44 | original_product_name: 45 | "A copy of the original name_of_associated_covered_drug_or_biologicalX' field (for drugs) or 'name_of_associated_covered_device_or_medical_supplyX' field (for medical devices)", 46 | product_ndc: 47 | "If the product is a drug, this a copy of the original 'ndc_of_associated_covered_drug_or_biologicalX' field", 48 | product_is_drug: 49 | "'t' if the product is a drug (contained in a 'name_of_associated_covered_drug_or_biologicalX' field). 'f' if the product is a medical device (contained in a 'name_of_associated_covered_device_or_medical_supplyX' field)", 50 | payment_has_many: 51 | "'t' if the original payment record included data on more than one drug or device, i.e. 'name_of_associated_covered_drug_or_biological1' and 'name_of_associated_covered_drug_or_biological2', 'name_of_associated_covered_device_or_medical_supply1' and 'name_of_associated_covered_device_or_medical_supply2', etc.", 52 | teaching_hospital_id: 53 | "Open Payments system-generated unique identifier of the teaching hospital receiving the payment or other transfer of value", 54 | physician_profile_id: 55 | "ID of the physician receiving the payment or other transfer of value", 56 | recipient_state: 57 | "The state or territory abbreviation of the primary business address of the physician or teaching hospital or non-covered recipient entity receiving the payment or other transfer of value if the primary business address is in the United States", 58 | applicable_manufacturer_or_applicable_gpo_making_payment_name: 59 | "Textual proper name of the applicable manufacturer or applicable GPO making the payment or other transfer of value. This field has been standardized to eliminate different names attributable solely to punctuation", 60 | teaching_hospital_ccn: 61 | "A unique identifying number (CMS Certification Number) of the Teaching Hospital receiving the payment or other transfer of value", 62 | product_slug: 63 | "Used internally at ProPublica for web display on the Dollars for Docs app. You can pull up the corresponding Dollars for Docs page for a product by appending product_slug to https://projects.propublica.org/docdollars/products/, i.e. https://projects.propublica.org/docdollars/products/device-dental-cabinetry", 64 | total_amount_of_payment_usdollars: 65 | "U.S. dollar amount of payment or other transfer of value to recipient (manufacturer must convert to dollar currency if necessary)", 66 | number_of_payments_included_in_total_amount: 67 | "The number of discrete payments being reported in the 'Total Amount of Payment' data element" 68 | }, 69 | statistics: { 70 | ordinal: [ 71 | { 72 | name: "id", 73 | type: "number", 74 | count: 500, 75 | uniqueEntries: "488 including missing", 76 | mostFrequent: "missing value (13)", 77 | leastFrequent: "multiple detected", 78 | missing: "2.60%" 79 | }, 80 | { 81 | name: "applicable_manufacturer_or_applicable_gpo_making_payment_id", 82 | type: "number", 83 | count: 500, 84 | uniqueEntries: "4", 85 | mostFrequent: "100000000232 (417)", 86 | leastFrequent: "multiple detected", 87 | missing: "0%" 88 | }, 89 | { 90 | name: "date_of_payment", 91 | type: "date", 92 | count: 500, 93 | uniqueEntries: "213 including missing", 94 | mostFrequent: "missing value (27)", 95 | leastFrequent: "multiple detected", 96 | missing: "5.40%" 97 | }, 98 | { 99 | name: "general_transaction_id", 100 | type: "number", 101 | count: 500, 102 | uniqueEntries: "467 including missing", 103 | mostFrequent: "missing value (34)", 104 | leastFrequent: "multiple detected", 105 | missing: "6.80%" 106 | }, 107 | { 108 | name: "program_year", 109 | type: "number", 110 | count: 500, 111 | uniqueEntries: "2 including missing", 112 | mostFrequent: "2014 (495)", 113 | leastFrequent: "missing value (5)", 114 | missing: "1.00%" 115 | } 116 | ], 117 | nominal: [ 118 | { 119 | name: "product_name", 120 | type: "string", 121 | count: 500, 122 | uniqueEntries: "16 including missing", 123 | mostFrequent: "Xarelto (200)", 124 | leastFrequent: "Aciphex (1)", 125 | missing: "3.20%" 126 | }, 127 | { 128 | name: "original_product_name", 129 | type: "string", 130 | count: 500, 131 | uniqueEntries: "15", 132 | mostFrequent: "Xarelto (212)", 133 | leastFrequent: "Aciphex (1)", 134 | missing: "0%" 135 | }, 136 | { 137 | name: "product_ndc", 138 | type: "number", 139 | count: 500, 140 | uniqueEntries: "21 including missing", 141 | mostFrequent: "5045857810 (201)", 142 | leastFrequent: "multiple detected", 143 | missing: "5.00%" 144 | }, 145 | { 146 | name: "product_is_drug", 147 | type: "boolean", 148 | count: 500, 149 | uniqueEntries: "2 including missing", 150 | mostFrequent: "t (492)", 151 | leastFrequent: "missing value (8)", 152 | missing: "1.60%" 153 | }, 154 | { 155 | name: "payment_has_many", 156 | type: "boolean", 157 | count: 500, 158 | uniqueEntries: "3 including missing", 159 | mostFrequent: "f (267)", 160 | leastFrequent: "missing value (29)", 161 | missing: "5.80%" 162 | }, 163 | { 164 | name: "teaching_hospital_id", 165 | type: "number", 166 | count: 500, 167 | uniqueEntries: "2 including missing", 168 | mostFrequent: "0 (464)", 169 | leastFrequent: "missing value (36)", 170 | missing: "7.20%" 171 | }, 172 | { 173 | name: "physician_profile_id", 174 | type: "number", 175 | count: 500, 176 | uniqueEntries: "230 including missing", 177 | mostFrequent: "missing value (32)", 178 | leastFrequent: "multiple detected", 179 | missing: "6.40%" 180 | }, 181 | { 182 | name: "recipient_state", 183 | type: "string", 184 | count: 500, 185 | uniqueEntries: "40", 186 | mostFrequent: "CA (56)", 187 | leastFrequent: "multiple detected", 188 | missing: "0%" 189 | }, 190 | { 191 | name: "applicable_manufacturer_or_applicable_gpo_making_payment_name", 192 | type: "string", 193 | count: 500, 194 | uniqueEntries: "5 including missing", 195 | mostFrequent: "Janssen Pharmaceuticals, Inc (386)", 196 | leastFrequent: "multiple detected", 197 | missing: "7.00%" 198 | }, 199 | { 200 | name: "teaching_hospital_ccn", 201 | type: "number", 202 | count: 500, 203 | uniqueEntries: "2 including missing", 204 | mostFrequent: "0 (481)", 205 | leastFrequent: "missing value (19)", 206 | missing: "3.80%" 207 | }, 208 | { 209 | name: "product_slug", 210 | type: "string", 211 | count: 500, 212 | uniqueEntries: "15 including missing", 213 | mostFrequent: "drug-xarelto (196)", 214 | leastFrequent: "drug-aciphex (1)", 215 | missing: "8.20%" 216 | } 217 | ], 218 | continuous: [ 219 | { 220 | name: "total_amount_of_payment_usdollars", 221 | type: "number", 222 | count: 500, 223 | min: 0.14, 224 | median: "14.00", 225 | max: 5000, 226 | mean: "134.21", 227 | standardDeviation: "501.99", 228 | missing: "9.40%", 229 | zeros: "0%" 230 | } 231 | ], 232 | discrete: [ 233 | { 234 | name: "number_of_payments_included_in_total_amount", 235 | type: "number", 236 | count: 500, 237 | min: 1, 238 | median: "1.00", 239 | max: 1, 240 | mean: "1.00", 241 | standardDeviation: "0.00", 242 | missing: "4.80%", 243 | zeros: "0%" 244 | } 245 | ] 246 | }, 247 | probabilistic: { 248 | eliquis: { 249 | CA: 0.102, 250 | NY: 0.074, 251 | TX: 0.062, 252 | OH: 0.06, 253 | FL: 0.054, 254 | PA: 0.052, 255 | NC: 0.044, 256 | IL: 0.042, 257 | MI: 0.042, 258 | AL: 0.036, 259 | GA: 0.032, 260 | VA: 0.03, 261 | AZ: 0.026, 262 | IN: 0.024, 263 | MD: 0.024, 264 | NJ: 0.02, 265 | OK: 0.02, 266 | MA: 0.02, 267 | KY: 0.02, 268 | SC: 0.018, 269 | MO: 0.016, 270 | TN: 0.016, 271 | AR: 0.014, 272 | CO: 0.014, 273 | LA: 0.014, 274 | CT: 0.014, 275 | WA: 0.01, 276 | WV: 0.01, 277 | KS: 0.01, 278 | MS: 0.01, 279 | HI: 0.008, 280 | OR: 0.008, 281 | NM: 0.006, 282 | NV: 0.006, 283 | PR: 0.006, 284 | MT: 0.004, 285 | AK: 0.004, 286 | UT: 0.004, 287 | WI: 0.004, 288 | IA: 0.004, 289 | ME: 0.004, 290 | VT: 0.002, 291 | MN: 0.002, 292 | ID: 0.002, 293 | NE: 0.002, 294 | DC: 0.002, 295 | SD: 0.002 296 | }, 297 | enbrel: { 298 | CA: 0.098, 299 | TX: 0.07, 300 | FL: 0.07, 301 | NY: 0.068, 302 | OH: 0.068, 303 | IL: 0.046, 304 | NJ: 0.042, 305 | PA: 0.042, 306 | IN: 0.036, 307 | TN: 0.03, 308 | WA: 0.026, 309 | OK: 0.024, 310 | AZ: 0.024, 311 | MI: 0.024, 312 | GA: 0.022, 313 | NC: 0.022, 314 | LA: 0.02, 315 | SC: 0.02, 316 | MD: 0.02, 317 | MA: 0.018, 318 | WV: 0.018, 319 | VA: 0.018, 320 | AL: 0.018, 321 | MS: 0.018, 322 | MO: 0.012, 323 | KY: 0.012, 324 | NM: 0.012, 325 | CT: 0.01, 326 | KS: 0.01, 327 | CO: 0.008, 328 | AR: 0.008, 329 | IA: 0.008, 330 | RI: 0.006, 331 | DC: 0.006, 332 | WI: 0.006, 333 | NH: 0.004, 334 | NV: 0.004, 335 | DE: 0.004, 336 | HI: 0.004, 337 | PR: 0.004, 338 | UT: 0.004, 339 | ID: 0.002, 340 | VT: 0.002, 341 | AK: 0.002, 342 | MT: 0.002, 343 | ME: 0.002, 344 | NE: 0.002, 345 | MN: 0.002, 346 | SD: 0.002 347 | }, 348 | invokana: { 349 | CA: 0.12, 350 | TX: 0.082, 351 | FL: 0.068, 352 | NY: 0.066, 353 | PA: 0.05, 354 | OH: 0.048, 355 | NJ: 0.044, 356 | MI: 0.042, 357 | IL: 0.042, 358 | NC: 0.03, 359 | VA: 0.026, 360 | TN: 0.026, 361 | LA: 0.024, 362 | KY: 0.022, 363 | MO: 0.022, 364 | MA: 0.02, 365 | IN: 0.02, 366 | CT: 0.02, 367 | MD: 0.02, 368 | SC: 0.02, 369 | AL: 0.016, 370 | GA: 0.016, 371 | WI: 0.014, 372 | AZ: 0.014, 373 | AR: 0.014, 374 | KS: 0.012, 375 | CO: 0.01, 376 | OK: 0.01, 377 | WA: 0.01, 378 | MS: 0.008, 379 | HI: 0.008, 380 | IA: 0.006, 381 | WV: 0.006, 382 | PR: 0.006, 383 | NV: 0.006, 384 | ID: 0.004, 385 | DC: 0.004, 386 | DE: 0.004, 387 | UT: 0.004, 388 | NE: 0.004, 389 | RI: 0.002, 390 | NM: 0.002, 391 | OR: 0.002, 392 | NH: 0.002, 393 | MN: 0.002, 394 | ME: 0.002 395 | }, 396 | xarelto: { 397 | CA: 0.122, 398 | TX: 0.084, 399 | NY: 0.07, 400 | NJ: 0.06, 401 | OH: 0.054, 402 | FL: 0.042, 403 | MI: 0.036, 404 | IL: 0.034, 405 | PA: 0.034, 406 | MD: 0.03, 407 | SC: 0.028, 408 | VA: 0.026, 409 | GA: 0.024, 410 | TN: 0.024, 411 | NC: 0.024, 412 | MO: 0.024, 413 | AZ: 0.022, 414 | OK: 0.02, 415 | MA: 0.02, 416 | CT: 0.018, 417 | IN: 0.018, 418 | WA: 0.016, 419 | KY: 0.016, 420 | AL: 0.014, 421 | HI: 0.014, 422 | ME: 0.01, 423 | KS: 0.01, 424 | DE: 0.01, 425 | LA: 0.01, 426 | AR: 0.008, 427 | WI: 0.008, 428 | CO: 0.008, 429 | OR: 0.008, 430 | MS: 0.006, 431 | IA: 0.006, 432 | NH: 0.006, 433 | WV: 0.006, 434 | UT: 0.006, 435 | DC: 0.004, 436 | WY: 0.004, 437 | NV: 0.004, 438 | ND: 0.004, 439 | RI: 0.004, 440 | PR: 0.004 441 | } 442 | }, 443 | groundtruth: { 444 | // total_spend 445 | total_amount_of_payment_usdollars: { 446 | total_population: 0.133329, 447 | White_alone: 0.207917, 448 | Black_or_African_American_alone: -0.033454, 449 | American_Indian_and_Alaska_Native_alone: 0.003296, 450 | Asian_alone: 0.066814, 451 | Native_Hawaiian_and_Other_Pacific_Islander_alone: 0.019523, 452 | Some_Other_Race_alone: -0.004408, 453 | Two_or_More_Races: 0.109671, 454 | Hispanic_or_Latino: 0.006774, 455 | Urban: 0.143797, 456 | Rural: -0.117904, 457 | White_alone_fraction: 0.058516, 458 | Black_or_African_American_alone_fraction: -0.06152, 459 | American_Indian_and_Alaska_Native_alone_fraction: -0.064703, 460 | Asian_alone_fraction: 0.049566, 461 | Native_Hawaiian_and_Other_Pacific_Islander_alone_fraction: -0.033035, 462 | Some_Other_Race_alone_fraction: -0.087694, 463 | Two_or_More_Races_fraction: -0.014509, 464 | Hispanic_or_Latino_fraction: -0.086743, 465 | Urban_fraction: 0.16001, 466 | Rural_fraction: -0.16001 467 | }, 468 | spend_per_person: { 469 | total_population: -0.103503, 470 | White_alone: -0.080727, 471 | Black_or_African_American_alone: -0.060158, 472 | American_Indian_and_Alaska_Native_alone: -0.096261, 473 | Asian_alone: -0.049087, 474 | Native_Hawaiian_and_Other_Pacific_Islander_alone: -0.053541, 475 | Some_Other_Race_alone: -0.08251, 476 | Two_or_More_Races: -0.101051, 477 | Hispanic_or_Latino: -0.085147, 478 | Urban: -0.095544, 479 | Rural: -0.053595, 480 | White_alone_fraction: 0.080405, 481 | Black_or_African_American_alone_fraction: -0.016709, 482 | American_Indian_and_Alaska_Native_alone_fraction: -0.029631, 483 | Asian_alone_fraction: -0.001635, 484 | Native_Hawaiian_and_Other_Pacific_Islander_alone_fraction: -0.054046, 485 | Some_Other_Race_alone_fraction: -0.097512, 486 | Two_or_More_Races_fraction: -0.092412, 487 | Hispanic_or_Latino_fraction: -0.100949, 488 | Urban_fraction: 0.011048, 489 | Rural_fraction: -0.011048 490 | } 491 | } 492 | 493 | // Caution Do not sum the total_amount field. CMS does not split totals per drug or medical device. Instead, this table is useful for counting how many payments were attributed to a singular drug or device or which doctors were associated with which products. 494 | // Other warning maybe? 495 | // doi some dummy id 496 | // references (other datasets rferenced in this label) [1] some dummy id 497 | // citations (other labels where this dataset was referenced) some dummy list 498 | // rational we need to be maybe a bit more specific with the question? 499 | // consent we need to be maybe a bit more specific with the question? 500 | // collection ? 501 | // entry type (or maybe a better name?) human (ok?) 502 | // includes PII no (but what are our guidelines here?) 503 | }; 504 | export default data; 505 | -------------------------------------------------------------------------------- /src/utils/sample_missing.csv: -------------------------------------------------------------------------------- 1 | ,id,product_name,original_product_name,product_ndc,product_is_drug,payment_has_many,teaching_hospital_id,physician_profile_id,recipient_state,applicable_manufacturer_or_applicable_gpo_making_payment_id,applicable_manufacturer_or_applicable_gpo_making_payment_name,total_amount_of_payment_usdollars,date_of_payment,number_of_payments_included_in_total_amount,general_transaction_id,program_year,teaching_hospital_ccn,product_slug 2 | 0,10306870,Invokana,Invokana,5045814001,t,t,0,172367,GA,100000000232,"Janssen Pharmaceuticals, Inc",20,2014-05-06,1,156381932,2014,0,drug-invokana 3 | 1,10306874,Invokana,Invokana,5045814001,t,t,0,172367,GA,100000000232,"Janssen Pharmaceuticals, Inc",20,2014-08-11,1,156381940,2014,0,drug-invokana 4 | 2,10306878,Invokana,Invokana,5045814001,t,t,0,172367,GA,100000000232,"Janssen Pharmaceuticals, Inc",18.75,2014-10-13,1,156381948,2014,0,drug-invokana 5 | 3,10306882,Xarelto,Xarelto,5045857810,t,f,0,195830,AL,100000000232,"Janssen Pharmaceuticals, Inc",14,2014-09-11,1,156381958,2014,0,drug-xarelto 6 | 4,10306886,Xarelto,Xarelto,5045857810,t,f,0,1094781,CA,100000000232,"Janssen Pharmaceuticals, Inc",26.67,2014-11-14,1,156381970,2014,0,drug-xarelto 7 | 5,10306890,Xarelto,Xarelto,5045857810,t,f,0,272410,MI,100000000232,,11.24,2014-08-14,1,156381978,2014,0,drug-xarelto 8 | 6,10306894,Invokana,Invokana,5045814001,t,t,0,51905,NC,100000000232,,10.28,2014-04-29,1,156381986,2014,0,drug-invokana 9 | 7,10306898,Invokana,Invokana,5045814001,t,t,0,304151,IL,100000000232,"Janssen Pharmaceuticals, Inc",9.84,2014-04-03,1,156381994,2014,0,drug-invokana 10 | 8,10306902,Xarelto,Xarelto,5045857810,t,f,0,304151,IL,100000000232,"Janssen Pharmaceuticals, Inc",99,2014-12-22,1,156382002,2014,0,drug-xarelto 11 | 9,10306906,Invokana,Invokana,5045814001,t,f,0,21830,LA,100000000232,"Janssen Pharmaceuticals, Inc",125,2014-02-18,,156382010,2014,0,drug-invokana 12 | 10,10306910,Xarelto,Xarelto,5045857810,t,f,0,21830,LA,100000000232,"Janssen Pharmaceuticals, Inc",1900,2014-10-03,,156382018,2014,0,drug-xarelto 13 | 11,10306914,Xarelto,Xarelto,5045857810,t,f,0,21830,LA,100000000232,"Janssen Pharmaceuticals, Inc",61.72,2014-10-15,,156382026,2014,0,drug-xarelto 14 | 12,10306918,Xarelto,Xarelto,,t,t,0,332119,KS,100000000232,"Janssen Pharmaceuticals, Inc",6.73,2014-09-03,1,156382036,2014,0,drug-xarelto 15 | 13,10306922,Xarelto,Xarelto,5045857810,t,f,0,346758,CA,100000000232,"Janssen Pharmaceuticals, Inc",6.94,2014-02-06,1,156382044,2014,0,drug-xarelto 16 | 14,10306926,Xarelto,Xarelto,5045857810,t,f,0,346758,CA,100000000232,"Janssen Pharmaceuticals, Inc",2.01,2014-01-07,1,156382052,2014,0,drug-xarelto 17 | 15,10306930,Xarelto,Xarelto,5045857810,t,f,0,346758,CA,100000000232,"Janssen Pharmaceuticals, Inc",15.01,2014-04-24,1,156382060,2014,0,drug-xarelto 18 | 16,10306934,Xarelto,Xarelto,5045857810,t,f,0,346758,CA,100000000232,"Janssen Pharmaceuticals, Inc",11.9,2014-07-24,1,156382068,2014,0,drug-xarelto 19 | 17,10306938,Xarelto,Xarelto,5045857810,t,f,0,346758,CA,100000000232,"Janssen Pharmaceuticals, Inc",21.17,2014-09-08,1,156382076,2014,0,drug-xarelto 20 | 18,10306942,Xarelto,Xarelto,5045857810,t,f,0,101520,RI,100000000232,"Janssen Pharmaceuticals, Inc",16.89,2014-01-24,1,156382084,2014,0,drug-xarelto 21 | 19,10306946,Xarelto,Xarelto,5045857810,t,f,0,101520,RI,100000000232,"Janssen Pharmaceuticals, Inc",12.93,2014-04-26,1,156382092,2014,0,drug-xarelto 22 | 20,10306950,Xarelto,Xarelto,5045857810,t,f,0,101520,RI,100000000232,"Janssen Pharmaceuticals, Inc",7.39,2014-08-21,1,,2014,0,drug-xarelto 23 | 21,10306954,Invokana,Invokana,5045814001,t,t,0,267941,MI,100000000232,"Janssen Pharmaceuticals, Inc",12.54,2014-02-10,1,,2014,0,drug-invokana 24 | 22,10306958,Invokana,Invokana,,t,t,0,267941,MI,100000000232,"Janssen Pharmaceuticals, Inc",15.56,2014-02-17,1,156382116,2014,0,drug-invokana 25 | 23,10306962,Invokana,Invokana,5045814001,t,,0,267941,MI,100000000232,"Janssen Pharmaceuticals, Inc",14.54,2014-05-09,1,156382124,2014,0,drug-invokana 26 | 24,10306966,Invokana,Invokana,5045814001,t,f,0,267941,MI,100000000232,"Janssen Pharmaceuticals, Inc",1900,2014-03-31,1,156382132,2014,0,drug-invokana 27 | 25,10306970,Invokana,Invokana,5045814001,t,f,0,267941,MI,100000000232,"Janssen Pharmaceuticals, Inc",2500,2014-02-10,1,156382140,2014,0,drug-invokana 28 | 26,10306974,Invokana,Invokana,5045814001,t,f,0,267941,MI,100000000232,"Janssen Pharmaceuticals, Inc",1250,2014-04-23,1,156382148,2014,0,drug-invokana 29 | 27,10306978,Invokana,Invokana,5045814001,t,f,0,267941,MI,100000000232,"Janssen Pharmaceuticals, Inc",2500,2014-06-25,1,156382156,2014,0,drug-invokana 30 | 28,,Invokana,Invokana,5045814001,t,f,,267941,MI,100000000232,"Janssen Pharmaceuticals, Inc",1900,2014-06-06,1,156382164,2014,0,drug-invokana 31 | 29,10306986,Invokana,Invokana,5045814001,t,f,,267941,MI,100000000232,,747.38,2014-01-30,1,156382172,2014,0,drug-invokana 32 | 30,10306990,Invokana,Invokana,5045814001,t,f,0,267941,MI,100000000232,,747.38,2014-05-07,1,,2014,0,drug-invokana 33 | 31,10306994,Invokana,Invokana,,t,f,0,267941,MI,100000000232,"Janssen Pharmaceuticals, Inc",78.63,2014-01-30,1,,2014,0,drug-invokana 34 | 32,10306998,Invokana,Invokana,5045814001,t,f,0,267941,MI,100000000232,"Janssen Pharmaceuticals, Inc",120,2014-05-14,1,156382196,2014,0,drug-invokana 35 | 33,10307002,Invokana,Invokana,5045814001,t,f,0,267941,MI,100000000232,"Janssen Pharmaceuticals, Inc",125,2014-06-24,1,156382204,2014,0,drug-invokana 36 | 34,10307006,Invokana,Invokana,5045814001,t,f,0,267941,MI,100000000232,"Janssen Pharmaceuticals, Inc",23.02,2014-03-17,1,156382212,2014,0,drug-invokana 37 | 35,10307010,Invokana,Invokana,5045814001,t,f,0,267941,MI,100000000232,"Janssen Pharmaceuticals, Inc",33.6,2014-05-23,1,156382220,2014,0,drug-invokana 38 | 36,10307014,Invokana,Invokana,5045814001,t,f,0,267941,MI,100000000232,"Janssen Pharmaceuticals, Inc",71.4,2014-06-27,1,156382228,2014,0,drug-invokana 39 | 37,10307018,Invokana,Invokana,5045814001,t,f,0,267941,MI,100000000232,"Janssen Pharmaceuticals, Inc",2500,2014-09-12,1,156382236,2014,0,drug-invokana 40 | 38,10307022,Invokana,Invokana,5045814001,,,0,267941,MI,100000000232,"Janssen Pharmaceuticals, Inc",1900,2014-09-05,1,156382244,2014,0,drug-invokana 41 | 39,10307026,Invokana,Invokana,5045814001,t,f,0,267941,MI,100000000232,"Janssen Pharmaceuticals, Inc",5000,2014-09-05,1,156382252,2014,0,drug-invokana 42 | 40,10307030,Invokana,Invokana,5045814001,t,f,0,267941,MI,100000000232,"Janssen Pharmaceuticals, Inc",75,2014-09-05,1,156382260,2014,0,drug-invokana 43 | 41,10307034,Invokana,Invokana,5045814001,t,f,0,267941,MI,100000000232,"Janssen Pharmaceuticals, Inc",75,2014-09-05,1,156382268,2014,0,drug-invokana 44 | 42,10307038,Invokana,Invokana,5045814001,t,f,,267941,MI,100000000232,"Janssen Pharmaceuticals, Inc",30.3,2014-07-16,1,156382276,2014,0,drug-invokana 45 | 43,10307042,Invokana,Invokana,5045814001,t,f,,267941,MI,100000000232,"Janssen Pharmaceuticals, Inc",78.4,2014-08-08,1,156382284,2014,0,drug-invokana 46 | 44,10307046,Invokana,Invokana,5045814001,t,f,,267941,MI,100000000232,"Janssen Pharmaceuticals, Inc",31.5,2014-09-05,1,156382292,2014,0,drug-invokana 47 | 45,10307050,Invokana,Invokana,5045814001,t,f,,267941,MI,100000000232,"Janssen Pharmaceuticals, Inc",2500,2014-10-08,1,156382300,2014,0,drug-invokana 48 | 46,,Invokana,Invokana,,t,f,,267941,MI,100000000232,"Janssen Pharmaceuticals, Inc",2500,2014-11-07,1,156382308,2014,0,drug-invokana 49 | 47,10307058,Invokana,Invokana,5045814001,t,f,,267941,MI,100000000232,"Janssen Pharmaceuticals, Inc",687.78,2014-10-20,1,156382316,2014,0,drug-invokana 50 | 48,10307254,Xarelto,Xarelto,5045857810,t,t,,15989,CA,100000000232,"Janssen Pharmaceuticals, Inc",11.39,2014-08-06,1,156382784,2014,0,drug-xarelto 51 | 49,10307062,Invokana,Invokana,5045814001,t,,0,267941,MI,100000000232,"Janssen Pharmaceuticals, Inc",79.92,2014-11-26,1,,2014,0,drug-invokana 52 | 50,10307066,Invokana,Invokana,5045814403,t,f,0,267941,MI,100000000232,"Janssen Pharmaceuticals, Inc",2500,2014-01-13,1,,2014,0,drug-invokana 53 | 51,10307070,Invokana,Invokana,5045814001,t,t,0,267941,MI,100000000232,"Janssen Pharmaceuticals, Inc",16.51,2014-06-19,1,156382340,2014,0,drug-invokana 54 | 52,10307074,Xarelto,Xarelto,5045857810,t,f,0,154004,NJ,100000000232,"Janssen Pharmaceuticals, Inc",14.3,2014-05-02,1,156382352,2014,0,drug-xarelto 55 | 53,10307078,Xarelto,Xarelto,5045857810,t,t,0,333620,FL,100000000232,"Janssen Pharmaceuticals, Inc",14.14,2014-05-15,1,156382360,2014,0,drug-xarelto 56 | 54,10307082,Invokana,Invokana,,t,t,0,37372,TN,100000000232,"Janssen Pharmaceuticals, Inc",2.54,2014-01-28,1,156382382,2014,0,drug-invokana 57 | 55,10307086,,Xarelto,5045857810,t,t,0,37372,TN,100000000232,"Janssen Pharmaceuticals, Inc",13.79,2014-08-01,1,156382390,2014,0,drug-xarelto 58 | 56,10307090,Invokana,Invokana,5045814001,t,t,0,118994,GA,100000000232,"Janssen Pharmaceuticals, Inc",13.6,2014-07-22,1,156382408,2014,0,drug-invokana 59 | 57,10307094,Invega Sustenna,Invega Sustenna,5045856001,t,f,0,181073,OH,100000000232,"Janssen Pharmaceuticals, Inc",17.74,2014-02-05,1,156382416,2014,0,drug-invega-sustenna 60 | 58,10307098,Invega Sustenna,Invega Sustenna,5045856001,t,f,0,181073,OH,100000000232,"Janssen Pharmaceuticals, Inc",9.74,2014-03-31,1,156382424,2014,0,drug-invega-sustenna 61 | 59,10307102,Invega Sustenna,Invega Sustenna,5045856001,t,f,0,181073,OH,100000000232,"Janssen Pharmaceuticals, Inc",11.7,2014-05-16,1,156382432,2014,0,drug-invega-sustenna 62 | 60,10307106,Invega Sustenna,Invega Sustenna,5045856001,t,f,0,181073,OH,100000000232,"Janssen Pharmaceuticals, Inc",81.99,2014-12-11,1,156382440,2014,0,drug-invega-sustenna 63 | 61,10307110,Xarelto,Xarelto,5045857810,t,t,0,278575,MI,100000000232,"Janssen Pharmaceuticals, Inc",10.38,2014-02-11,1,156382448,2014,0,drug-xarelto 64 | 62,10307114,Xarelto,Xarelto,5045857810,t,f,0,278575,MI,100000000232,"Janssen Pharmaceuticals, Inc",16.09,2014-03-10,1,156382456,2014,0,drug-xarelto 65 | 63,10307118,Xarelto,Xarelto,5045857810,t,f,0,278575,MI,100000000232,"Janssen Pharmaceuticals, Inc",14.73,2014-11-14,1,156382464,2014,0,drug-xarelto 66 | 64,10307122,Xarelto,Xarelto,5045857810,t,f,0,101267,NE,100000000232,"Janssen Pharmaceuticals, Inc",2.01,2014-02-14,1,156382472,2014,0,drug-xarelto 67 | 65,10307126,Simponi Aria,Simponi Aria,5789406002,t,t,0,38042,MS,100000000329,"Janssen Biotech, Inc.",16.6,2014-06-05,1,156382482,2014,0,drug-simponi-aria 68 | 66,10307130,Invokana,Invokana,5045814001,t,t,0,360021,MO,100000000232,"Janssen Pharmaceuticals, Inc",11.55,2014-02-10,1,156382490,2014,0,drug-invokana 69 | 67,10307134,Invokana,Invokana,5045814001,t,t,0,360021,MO,100000000232,"Janssen Pharmaceuticals, Inc",9.95,2014-08-29,1,,2014,0,drug-invokana 70 | 68,10307138,Invokana,Invokana,5045814001,,f,0,360021,MO,100000000232,"Janssen Pharmaceuticals, Inc",99.99,2014-07-28,1,,2014,0,drug-invokana 71 | 69,,Xarelto,Xarelto,5045857810,t,t,0,206531,AR,100000000232,"Janssen Pharmaceuticals, Inc",11.36,2014-05-01,1,156382514,2014,0,drug-xarelto 72 | 70,10307146,Invega Sustenna,Invega Sustenna,5045856001,t,f,0,1059338,MD,100000000232,"Janssen Pharmaceuticals, Inc",23.06,2014-10-07,1,156382530,2014,0,drug-invega-sustenna 73 | 71,10307150,Nucynta,Nucynta,5045882002,t,f,0,318543,NC,100000000232,"Janssen Pharmaceuticals, Inc",9.66,2014-09-03,1,156382538,2014,0,drug-nucynta 74 | 72,10307154,Xarelto,Xarelto,5045857810,t,f,0,189013,PA,100000000232,"Janssen Pharmaceuticals, Inc",18.83,2014-04-21,1,156382552,2014,0,drug-xarelto 75 | 73,10307158,Xarelto,Xarelto,5045857810,t,f,0,189013,PA,100000000232,"Janssen Pharmaceuticals, Inc",15.11,2014-06-20,1,156382560,2014,0,drug-xarelto 76 | 74,10307162,Xarelto,Xarelto,5045857810,t,f,0,189013,PA,100000000232,"Janssen Pharmaceuticals, Inc",14.16,2014-08-11,1,156382568,2014,0,drug-xarelto 77 | 75,10307166,Xarelto,Xarelto,5045857810,t,f,0,189013,PA,100000000232,"Janssen Pharmaceuticals, Inc",15.63,2014-10-14,1,156382576,2014,0,drug-xarelto 78 | 76,10307170,Xarelto,Xarelto,5045857810,t,f,0,393327,CA,100000000232,,145.7,2014-06-16,1,156382584,2014,0,drug-xarelto 79 | 77,10307174,Invokana,Invokana,5045814001,t,,0,283976,IA,100000000232,,14.34,2014-04-16,1,156382594,2014,0,drug-invokana 80 | 78,10307178,Xarelto,Xarelto,5045857810,t,,0,283976,IA,100000000232,"Janssen Pharmaceuticals, Inc",0.9,2014-06-30,1,156382602,2014,0,drug-xarelto 81 | 79,10307182,Invokana,Invokana,5045814001,t,t,0,283976,IA,100000000232,"Janssen Pharmaceuticals, Inc",11.82,2014-07-24,1,156382610,2014,0,drug-invokana 82 | 80,10307186,Invokana,Invokana,5045814001,t,t,0,283976,IA,100000000232,"Janssen Pharmaceuticals, Inc",10.59,2014-10-06,1,156382618,2014,0,drug-invokana 83 | 81,10307190,Xarelto,Xarelto,5045857810,t,t,0,283976,IA,100000000232,"Janssen Pharmaceuticals, Inc",,2014-07-15,1,156382626,2014,0,drug-xarelto 84 | 82,10307194,Xarelto,Xarelto,5045857810,t,t,0,331712,AL,100000000232,"Janssen Pharmaceuticals, Inc",,2014-06-12,1,156382634,2014,0,drug-xarelto 85 | 83,10307198,Invokana,Invokana,5045814001,t,t,0,331712,AL,100000000232,"Janssen Pharmaceuticals, Inc",,2014-01-24,1,156382642,2014,0,drug-invokana 86 | 84,10307202,Xarelto,Xarelto,,t,,0,331712,AL,100000000232,"Janssen Pharmaceuticals, Inc",5.08,2014-02-07,1,156382650,2014,0,drug-xarelto 87 | 85,10307206,,Xarelto,5045857810,t,t,0,331712,AL,100000000232,"Janssen Pharmaceuticals, Inc",2.57,2014-04-02,1,156382658,2014,0,drug-xarelto 88 | 86,10307210,Invokana,Invokana,5045814001,t,t,0,331712,AL,100000000232,"Janssen Pharmaceuticals, Inc",2.96,2014-07-25,1,156382666,2014,0,drug-invokana 89 | 87,10307214,Xarelto,Xarelto,5045857810,t,t,0,331712,AL,100000000232,"Janssen Pharmaceuticals, Inc",3.45,2014-10-30,1,,2014,0,drug-xarelto 90 | 88,10307218,Xarelto,Xarelto,5045857810,t,f,0,331712,AL,100000000232,"Janssen Pharmaceuticals, Inc",5.94,2014-09-08,1,,2014,0,drug-xarelto 91 | 89,10307222,Xarelto,Xarelto,5045857810,t,t,0,141147,TX,100000000232,"Janssen Pharmaceuticals, Inc",19.49,2014-02-12,1,,2014,0,drug-xarelto 92 | 90,,Xarelto,Xarelto,5045857810,t,t,0,141147,TX,100000000232,"Janssen Pharmaceuticals, Inc",4.34,2014-08-11,1,156382722,2014,0,drug-xarelto 93 | 91,10307230,Invega Sustenna,Invega Sustenna,5045856001,t,t,0,216346,OH,100000000232,"Janssen Pharmaceuticals, Inc",1.56,2014-05-22,1,156382730,2014,0,drug-invega-sustenna 94 | 92,10307234,Invokana,Invokana,5045814001,t,,0,92126,KS,100000000232,"Janssen Pharmaceuticals, Inc",10.01,2014-06-02,1,156382738,2014,0,drug-invokana 95 | 93,10307238,Invokana,Invokana,5045814001,t,t,0,360779,SC,100000000232,"Janssen Pharmaceuticals, Inc",12.3,2014-03-05,1,156382746,2014,0,drug-invokana 96 | 94,10307242,Xarelto,Xarelto,5045857810,t,f,0,360779,SC,100000000232,"Janssen Pharmaceuticals, Inc",15.34,2014-07-08,1,156382754,2014,0,drug-xarelto 97 | 95,10307246,Invokana,Invokana,5045814001,t,t,0,73748,OH,100000000232,"Janssen Pharmaceuticals, Inc",8.07,2014-07-17,1,156382764,2014,0, 98 | 96,10307250,Xarelto,Xarelto,5045857810,t,t,0,15989,CA,100000000232,"Janssen Pharmaceuticals, Inc",10.5,2014-05-29,1,156382776,2014,0, 99 | 97,10307258,Stelara,Stelara,5789406002,,f,0,98148,WA,100000000329,"Janssen Biotech, Inc.",8.86,2014-08-27,1,156382792,2014,0,drug-stelara 100 | 98,10307262,Xarelto,Xarelto,5045857810,t,f,0,891713,IA,100000000232,"Janssen Pharmaceuticals, Inc",36.24,2014-11-20,1,156382800,2014,0,drug-xarelto 101 | 99,10307266,Invokana,Invokana,5045814001,t,t,0,144665,LA,100000000232,"Janssen Pharmaceuticals, Inc",18.17,2014-11-12,1,156382808,2014,0,drug-invokana 102 | 100,10307270,Invokana,Invokana,5045814001,t,t,0,144665,LA,100000000232,"Janssen Pharmaceuticals, Inc",15.16,2014-01-29,1,156382816,2014,0,drug-invokana 103 | 101,10307274,Xarelto,Xarelto,5045857810,t,f,0,223647,OR,100000000232,"Janssen Pharmaceuticals, Inc",12.16,2014-11-10,1,156382824,2014,0,drug-xarelto 104 | 102,10307278,Xarelto,Xarelto,5045857810,t,f,0,281525,CA,100000000232,"Janssen Pharmaceuticals, Inc",2.79,2014-03-04,1,,2014,0,drug-xarelto 105 | 103,10307282,Xarelto,Xarelto,5045857810,t,,0,281525,CA,100000000232,"Janssen Pharmaceuticals, Inc",18.69,2014-07-22,1,,2014,0,drug-xarelto 106 | 104,10307286,Xarelto,Xarelto,,t,,0,281525,CA,100000000232,"Janssen Pharmaceuticals, Inc",13.04,2014-10-17,1,156382848,2014,0,drug-xarelto 107 | 105,10307290,Nucynta,Nucynta,5045882002,t,,0,17487,MS,100000000232,"Janssen Pharmaceuticals, Inc",12.23,2014-03-18,1,156382856,2014,0,drug-nucynta 108 | 106,10307294,Nucynta,Nucynta,5045882002,t,,0,17487,MS,100000000232,"Janssen Pharmaceuticals, Inc",11.59,2014-09-04,1,156382864,2014,0,drug-nucynta 109 | 107,10307298,Xarelto,Xarelto,5045857810,t,,0,116116,CA,100000000232,"Janssen Pharmaceuticals, Inc",19.36,2014-06-23,1,156382874,2014,0,drug-xarelto 110 | 108,10307302,Xarelto,Xarelto,5045857810,t,f,0,116116,CA,100000000232,"Janssen Pharmaceuticals, Inc",3.32,2014-04-23,1,156382882,2014,0,drug-xarelto 111 | 109,10307306,Xarelto,Xarelto,5045857810,t,f,0,116116,CA,100000000232,"Janssen Pharmaceuticals, Inc",25.71,,1,156382890,2014,0,drug-xarelto 112 | 110,10307310,Xarelto,Xarelto,,t,f,0,305522,GA,100000000232,"Janssen Pharmaceuticals, Inc",5.91,,1,156382898,2014,,drug-xarelto 113 | 111,10307314,Xarelto,Xarelto,5045857810,t,t,0,185142,GA,100000000232,"Janssen Pharmaceuticals, Inc",8.69,2014-07-21,1,156382908,2014,,drug-xarelto 114 | 112,10307318,Stelara,Stelara,5789406002,t,f,0,126359,PA,100000000332,"Janssen Scientific Affairs, LLC",29.5,2014-01-23,1,156382920,2014,,drug-stelara 115 | 113,10307322,Xarelto,Xarelto,5045857810,t,f,0,161483,CA,100000000232,"Janssen Pharmaceuticals, Inc",20.46,2014-09-10,1,156382928,2014,,drug-xarelto 116 | 114,10307326,Xarelto,Xarelto,5045857810,t,f,0,302928,VA,100000000232,"Janssen Pharmaceuticals, Inc",12.51,2014-09-18,1,156382936,2014,, 117 | 115,10307330,Invokana,Invokana,5045814001,t,f,0,89803,IL,100000000232,"Janssen Pharmaceuticals, Inc",122.78,,1,156382954,2014,0, 118 | 116,10307334,Xarelto,Xarelto,5045857810,t,t,0,89803,IL,100000000232,"Janssen Pharmaceuticals, Inc",6.76,,1,156382962,2014,0, 119 | 117,10307338,Invokana,Invokana,5045814001,t,t,0,,SD,100000000232,,8.89,2014-09-29,1,156382976,2014,0, 120 | 118,10307342,Xarelto,Xarelto,5045857810,t,t,0,306952,SD,100000000232,,6.11,2014-06-03,1,156382984,2014,0, 121 | 119,10307346,Xarelto,Xarelto,5045857810,t,f,0,66596,NC,100000000232,,13.31,2014-03-25,1,156382992,2014,0,drug-xarelto 122 | 120,10307350,Invokana,Invokana,5045814001,t,t,0,279423,GA,100000000232,,15.52,2014-02-04,,156383002,2014,0,drug-invokana 123 | 121,10307354,Xarelto,Xarelto,5045857810,t,t,0,263204,KY,100000000232,,17.16,2014-01-23,,156383014,2014,0,drug-xarelto 124 | 122,10307358,Xarelto,Xarelto,5045857810,t,t,0,,KY,100000000232,,11.77,2014-05-27,,156383022,2014,0,drug-xarelto 125 | 123,10307362,Xarelto,Xarelto,5045857810,t,t,0,263204,KY,100000000232,"Janssen Pharmaceuticals, Inc",3.32,2014-10-28,1,156383030,2014,0,drug-xarelto 126 | 124,10307366,,Invega Sustenna,5045856001,t,f,0,246654,MA,100000000232,"Janssen Pharmaceuticals, Inc",7.17,2014-10-06,1,,2014,0,drug-invega-sustenna 127 | 125,10307370,Xarelto,Xarelto,5045857810,t,f,0,207644,FL,100000000232,"Janssen Pharmaceuticals, Inc",7.7,,1,156383052,2014,0,drug-xarelto 128 | 126,10307374,Xarelto,Xarelto,5045857810,t,f,0,207644,FL,100000000232,"Janssen Pharmaceuticals, Inc",,,1,156383060,2014,0,drug-xarelto 129 | 127,10307378,Xarelto,Xarelto,5045857810,t,f,0,,FL,100000000232,"Janssen Pharmaceuticals, Inc",,2014-02-11,1,156383068,2014,0,drug-xarelto 130 | 128,10307382,Invokana,Invokana,5045814001,t,t,0,,NC,100000000232,,,2014-07-24,1,156383076,2014,0,drug-invokana 131 | 129,10307386,Xarelto,Xarelto,5045857810,t,t,0,,NC,100000000232,"Janssen Pharmaceuticals, Inc",13.15,2014-10-07,1,156383084,2014,0,drug-xarelto 132 | 130,10307390,Xarelto,Xarelto,5045857810,t,f,0,140401,GA,100000000232,"Janssen Pharmaceuticals, Inc",12.2,2014-10-14,1,156383096,2014,0,drug-xarelto 133 | 131,10307394,Invokana,Invokana,5045814001,t,t,0,167114,WV,100000000232,"Janssen Pharmaceuticals, Inc",11.27,2014-04-02,1,,2014,0,drug-invokana 134 | 132,10307398,Invokana,Invokana,5045814001,t,t,0,167114,WV,100000000232,"Janssen Pharmaceuticals, Inc",1.04,2014-07-17,1,,2014,0,drug-invokana 135 | 133,10307402,Invokana,Invokana,5045814001,t,t,0,167114,WV,100000000232,"Janssen Pharmaceuticals, Inc",10.74,2014-11-03,1,,2014,0, 136 | 134,10307406,Xarelto,Xarelto,5045857810,t,f,0,167114,WV,100000000232,"Janssen Pharmaceuticals, Inc",15.64,2014-12-19,1,156383128,2014,0, 137 | 135,10307410,Xarelto,Xarelto,5045857810,t,f,0,346056,PA,100000000232,"Janssen Pharmaceuticals, Inc",99.6,2014-07-15,1,156383136,2014,0,drug-xarelto 138 | 136,10307414,Xarelto,Xarelto,5045857810,t,t,,204700,CA,100000000232,"Janssen Pharmaceuticals, Inc",3.61,2014-04-04,1,156383146,2014,0,drug-xarelto 139 | 137,10307418,Invokana,Invokana,5045814001,t,t,,204700,CA,100000000232,"Janssen Pharmaceuticals, Inc",17.48,2014-06-11,1,156383154,2014,0,drug-invokana 140 | 138,10307422,Xarelto,Xarelto,5045857810,t,t,,204700,CA,100000000232,"Janssen Pharmaceuticals, Inc",17.62,2014-07-10,1,156383162,2014,0,drug-xarelto 141 | 139,10307426,Invokana,Invokana,,t,t,,204700,CA,100000000232,"Janssen Pharmaceuticals, Inc",3.5,2014-09-23,1,156383170,2014,0,drug-invokana 142 | 140,10307430,Invokana,Invokana,5045814001,t,,0,204700,CA,100000000232,"Janssen Pharmaceuticals, Inc",6.11,2014-09-17,1,156383178,2014,0,drug-invokana 143 | 141,10307434,Xarelto,Xarelto,5045857810,t,f,0,204700,CA,100000000232,"Janssen Pharmaceuticals, Inc",3.6,2014-09-04,1,156383186,2014,0,drug-xarelto 144 | 142,10307438,Xarelto,Xarelto,5045857810,t,t,0,208729,FL,100000000232,"Janssen Pharmaceuticals, Inc",,2014-01-07,1,156383202,2014,0,drug-xarelto 145 | 143,10307442,Xarelto,Xarelto,5045857810,t,t,0,206777,NE,100000000232,,,2014-04-30,1,156383212,2014,0,drug-xarelto 146 | 144,10307446,Invega Sustenna,Invega Sustenna,5045856001,t,f,0,161833,MS,100000000232,,,2014-03-27,1,156383220,2014,0,drug-invega-sustenna 147 | 145,,Invokana,Invokana,5045814001,t,f,0,60838,WI,100000000232,"Janssen Pharmaceuticals, Inc",47.41,2014-02-19,1,156383228,2014,0,drug-invokana 148 | 146,10307454,Invokana,Invokana,5045814001,t,t,0,247508,MD,100000000232,"Janssen Pharmaceuticals, Inc",33.05,2014-11-20,1,156383240,2014,0,drug-invokana 149 | 147,10307458,Xarelto,Xarelto,5045857810,t,f,0,292153,MA,100000000232,"Janssen Pharmaceuticals, Inc",35.56,2014-10-22,1,156383248,2014,0,drug-xarelto 150 | 148,10307462,Xarelto,Xarelto,5045857810,t,f,0,337177,FL,100000000232,"Janssen Pharmaceuticals, Inc",11.36,2014-08-15,1,156383256,2014,0,drug-xarelto 151 | 149,10307466,Xarelto,Xarelto,5045857810,t,f,0,109178,OR,100000000232,"Janssen Pharmaceuticals, Inc",22.83,2014-03-17,1,156383266,2014,0,drug-xarelto 152 | 150,10307470,Xarelto,Xarelto,5045857810,t,t,0,163051,TX,100000000232,"Janssen Pharmaceuticals, Inc",14.01,2014-11-25,1,156383274,2014,0,drug-xarelto 153 | 151,10307474,Xarelto,Xarelto,5045857810,t,t,0,268694,IL,100000000232,"Janssen Pharmaceuticals, Inc",11.57,2014-02-03,1,156383282,2014,0,drug-xarelto 154 | 152,10307478,Xarelto,Xarelto,5045857810,t,t,0,268694,IL,100000000232,"Janssen Pharmaceuticals, Inc",17.67,2014-06-02,1,156383290,2014,0,drug-xarelto 155 | 153,10307482,Xarelto,Xarelto,5045857810,t,f,0,268694,IL,100000000232,"Janssen Pharmaceuticals, Inc",14.86,2014-04-08,1,156383298,2014,0,drug-xarelto 156 | 154,10307486,Xarelto,Xarelto,5045857810,t,f,0,268694,IL,100000000232,"Janssen Pharmaceuticals, Inc",18.29,2014-07-07,1,156383306,2014,0,drug-xarelto 157 | 155,10307490,Xarelto,Xarelto,5045857810,t,f,0,268694,IL,100000000232,"Janssen Pharmaceuticals, Inc",16.14,2014-10-15,1,156383314,2014,0,drug-xarelto 158 | 156,10307494,Xarelto,Xarelto,5045857810,t,f,0,268694,IL,100000000232,"Janssen Pharmaceuticals, Inc",0.96,2014-11-18,1,156383322,2014,0,drug-xarelto 159 | 157,10307498,Xarelto,Xarelto,5045857810,t,f,0,268694,IL,100000000232,"Janssen Pharmaceuticals, Inc",3.28,2014-11-18,1,156383330,2014,0,drug-xarelto 160 | 158,10307502,Xarelto,Xarelto,5045857810,t,f,0,277606,AZ,100000000232,"Janssen Pharmaceuticals, Inc",18.59,2014-11-03,1,156383338,2014,0,drug-xarelto 161 | 159,10307506,Xarelto,Xarelto,5045857810,t,,0,8611,FL,100000000232,"Janssen Pharmaceuticals, Inc",97.14,2014-04-10,1,156383346,2014,0,drug-xarelto 162 | 160,10307510,Xarelto,Xarelto,5045857810,t,,0,159834,PA,100000000232,"Janssen Pharmaceuticals, Inc",,2014-06-05,1,156383356,2014,0,drug-xarelto 163 | 161,10307514,Invokana,Invokana,5045814001,t,,0,159834,PA,100000000232,"Janssen Pharmaceuticals, Inc",,2014-09-22,1,156383364,2014,0,drug-invokana 164 | 162,10307518,Invokana,Invokana,5045814001,t,f,0,159834,PA,100000000232,"Janssen Pharmaceuticals, Inc",28.5,2014-09-17,1,156383372,2014,0,drug-invokana 165 | 163,10307522,Xarelto,Xarelto,,t,f,0,159834,PA,100000000232,"Janssen Pharmaceuticals, Inc",11.95,2014-01-07,1,156383380,2014,0,drug-xarelto 166 | 164,10307526,Xarelto,Xarelto,5045857810,t,f,0,159834,PA,100000000232,"Janssen Pharmaceuticals, Inc",12.86,2014-07-24,1,156383388,2014,0,drug-xarelto 167 | 165,,Xarelto,Xarelto,5045857810,t,f,0,159834,PA,100000000232,"Janssen Pharmaceuticals, Inc",99.95,2014-10-17,1,156383396,2014,0,drug-xarelto 168 | 166,10307534,Xarelto,Xarelto,5045857810,t,f,0,30539,CA,100000000232,"Janssen Pharmaceuticals, Inc",2.04,2014-03-19,1,156383624,2014,0, 169 | 167,10307538,Xarelto,Xarelto,5045857810,t,f,0,180719,KY,100000000232,"Janssen Pharmaceuticals, Inc",2.03,2014-04-28,1,156383416,2014,0,drug-xarelto 170 | 168,10307542,Xarelto,Xarelto,5045857810,t,f,0,180719,KY,100000000232,"Janssen Pharmaceuticals, Inc",8.39,2014-08-05,1,156383424,2014,0,drug-xarelto 171 | 169,10307546,Invokana,Invokana,5045814001,t,t,0,12932,VA,100000000232,"Janssen Pharmaceuticals, Inc",14.08,2014-03-11,1,156383432,2014,0,drug-invokana 172 | 170,10307550,Invokana,Invokana,5045814001,t,t,0,12932,VA,100000000232,"Janssen Pharmaceuticals, Inc",6.33,2014-07-02,1,156383440,2014,0,drug-invokana 173 | 171,10307554,Xarelto,Xarelto,5045857810,t,f,0,327137,NY,100000000232,"Janssen Pharmaceuticals, Inc",71.95,2014-09-10,1,156383450,2014,0,drug-xarelto 174 | 172,10307558,Invega Sustenna,Invega Sustenna,5045856001,t,f,0,1169159,NY,100000000232,"Janssen Pharmaceuticals, Inc",99.99,2014-08-12,1,156383458,2014,0,drug-invega-sustenna 175 | 173,10307562,Invega Sustenna,Invega Sustenna,5045856001,t,f,0,116687,MO,100000000232,"Janssen Pharmaceuticals, Inc",4.47,2014-02-04,1,156383466,,0,drug-invega-sustenna 176 | 174,10307566,Invega Sustenna,Invega Sustenna,5045856001,t,f,0,116687,MO,100000000232,"Janssen Pharmaceuticals, Inc",5.61,,1,156383474,,0,drug-invega-sustenna 177 | 175,10307570,Invega Sustenna,Invega Sustenna,5045856001,t,f,0,116687,MO,100000000232,"Janssen Pharmaceuticals, Inc",69,,1,156383482,,0,drug-invega-sustenna 178 | 176,10307574,Invega Sustenna,Invega Sustenna,5045856001,t,f,0,116687,MO,100000000232,"Janssen Pharmaceuticals, Inc",6.18,2014-08-21,1,156383490,,0,drug-invega-sustenna 179 | 177,10307578,Invega Sustenna,Invega Sustenna,5045856001,t,f,0,116687,MO,100000000232,"Janssen Pharmaceuticals, Inc",7.49,2014-10-16,1,156383498,2014,0,drug-invega-sustenna 180 | 178,10307582,Invega Sustenna,Invega Sustenna,5045856001,t,f,0,116687,MO,100000000232,"Janssen Pharmaceuticals, Inc",6.75,2014-12-02,1,,2014,0,drug-invega-sustenna 181 | 179,10307586,Invega Sustenna,Invega Sustenna,5045856001,t,f,0,48822,MI,100000000232,"Janssen Pharmaceuticals, Inc",10.55,2014-04-15,1,156383514,2014,0,drug-invega-sustenna 182 | 180,10307590,Invega Sustenna,Invega Sustenna,5045856001,t,f,0,48822,MI,100000000232,"Janssen Pharmaceuticals, Inc",13.18,2014-08-12,1,156383522,2014,0, 183 | 181,10307594,Invega Sustenna,Invega Sustenna,5045856001,t,f,0,48822,MI,100000000232,"Janssen Pharmaceuticals, Inc",0.14,2014-12-09,1,156383530,2014,0, 184 | 182,10307598,Invokana,Invokana,5045814001,t,f,0,154013,OR,100000000232,"Janssen Pharmaceuticals, Inc",12.14,2014-02-26,1,156383538,2014,0, 185 | 183,10307602,Invega Sustenna,Invega Sustenna,5045856001,t,f,0,291724,CA,100000000232,"Janssen Pharmaceuticals, Inc",18.33,2014-05-22,1,156383546,2014,0, 186 | 184,10307606,Xarelto,Xarelto,5045857810,t,f,0,183952,WV,100000000232,"Janssen Pharmaceuticals, Inc",2.11,2014-10-01,1,156383554,2014,0,drug-xarelto 187 | 185,,Xarelto,Xarelto,,t,f,0,183952,WV,100000000232,"Janssen Pharmaceuticals, Inc",2.37,2014-11-24,1,156383562,2014,0,drug-xarelto 188 | 186,10307614,Xarelto,Xarelto,5045857810,t,f,0,183952,WV,100000000232,"Janssen Pharmaceuticals, Inc",2.7,2014-12-30,1,156383570,2014,0,drug-xarelto 189 | 187,10307618,Xarelto,Xarelto,5045857810,t,f,0,265679,TN,100000000232,"Janssen Pharmaceuticals, Inc",10.76,2014-07-23,1,156383578,2014,0,drug-xarelto 190 | 188,10307622,Xarelto,Xarelto,5045857810,t,f,0,235941,IL,100000000232,"Janssen Pharmaceuticals, Inc",11.12,2014-07-24,1,156383586,2014,0,drug-xarelto 191 | 189,10307626,Invokana,Invokana,5045814001,t,t,0,1074898,MA,100000000232,"Janssen Pharmaceuticals, Inc",19.78,2014-06-28,1,156383592,2014,0,drug-invokana 192 | 190,10307630,Simponi,Simponi,5789407001,t,t,0,168826,CA,100000000329,"Janssen Biotech, Inc.",9.95,2014-11-03,1,156383602,2014,0,drug-simponi 193 | 191,10307634,OLYSIO,OLYSIO,5967622528,t,t,0,36580,MO,100000000329,"Janssen Biotech, Inc.",24.34,2014-05-14,1,156383610,2014,0,drug-olysio 194 | 192,10307638,Invokana,Invokana,5045814001,t,t,0,66342,CA,100000000232,"Janssen Pharmaceuticals, Inc",15,2014-09-23,1,156383618,2014,0,drug-invokana 195 | 193,10307642,Xarelto,Xarelto,5045857810,t,f,,30539,CA,100000000232,"Janssen Pharmaceuticals, Inc",14.83,,1,156383630,2014,0,drug-xarelto 196 | 194,10307646,Xarelto,Xarelto,5045857810,t,f,,183481,AZ,100000000232,"Janssen Pharmaceuticals, Inc",17.85,,1,156383640,2014,0,drug-xarelto 197 | 195,10307650,Xarelto,Xarelto,5045857810,t,f,,93504,TX,100000000232,"Janssen Pharmaceuticals, Inc",1.39,,1,156383648,2014,0,drug-xarelto 198 | 196,10307654,Invega Sustenna,Invega Sustenna,5045856001,t,f,,267859,PA,100000000232,"Janssen Pharmaceuticals, Inc",2.1,,1,156383656,2014,0,drug-invega-sustenna 199 | 197,10307658,Invokana,Invokana,5045814001,t,f,0,346747,NJ,100000000232,"Janssen Pharmaceuticals, Inc",99,2014-11-19,1,156383664,2014,0,drug-invokana 200 | 198,10307662,Invokana,Invokana,5045814001,t,t,0,55196,CA,100000000232,"Janssen Pharmaceuticals, Inc",11.45,2014-04-22,1,156383672,2014,0,drug-invokana 201 | 199,10307666,Invega Sustenna,Invega Sustenna,5045856001,t,f,0,319358,DE,100000000232,"Janssen Pharmaceuticals, Inc",15.25,2014-01-23,1,156383686,2014,0,drug-invega-sustenna 202 | 200,10307670,Invega Sustenna,Invega Sustenna,5045856001,t,f,0,319358,DE,100000000232,"Janssen Pharmaceuticals, Inc",11.99,2014-09-11,1,156383694,2014,0,drug-invega-sustenna 203 | 201,10307674,Invega Sustenna,Invega Sustenna,5045856001,t,f,0,319358,DE,100000000232,"Janssen Pharmaceuticals, Inc",,2014-12-18,1,156383702,2014,0,drug-invega-sustenna 204 | 202,10307678,Xarelto,Xarelto,5045857810,t,t,0,359479,FL,100000000232,"Janssen Pharmaceuticals, Inc",,2014-06-03,1,156383710,2014,0,drug-xarelto 205 | 203,10307682,Invega Sustenna,Invega Sustenna,,t,f,0,,AZ,100000000232,"Janssen Pharmaceuticals, Inc",,2014-09-04,1,156383718,2014,0, 206 | 204,10307686,Prezista,Prezista,5967656101,t,t,0,,FL,100000000329,"Janssen Biotech, Inc.",15.95,2014-04-24,1,156383726,2014,0, 207 | 205,10307690,Xarelto,Xarelto,5045857810,t,t,0,769397,OH,100000000232,"Janssen Pharmaceuticals, Inc",2.19,2014-08-12,1,156383736,2014,0,drug-xarelto 208 | 206,10307694,Invokana,Invokana,5045814001,t,t,0,769397,OH,100000000232,"Janssen Pharmaceuticals, Inc",4.99,2014-12-05,1,156383744,2014,0,drug-invokana 209 | 207,10307698,Xarelto,Xarelto,5045857810,t,t,0,70442,KY,100000000232,"Janssen Pharmaceuticals, Inc",15.22,2014-08-26,1,156383760,2014,0,drug-xarelto 210 | 208,10307702,Invokana,Invokana,5045814001,t,t,0,70442,KY,100000000232,"Janssen Pharmaceuticals, Inc",6.21,2014-11-12,1,156383768,2014,0,drug-invokana 211 | 209,10307706,Xarelto,Xarelto,5045857810,t,f,0,271034,CA,100000000232,"Janssen Pharmaceuticals, Inc",3.15,2014-02-26,1,156383780,2014,0,drug-xarelto 212 | 210,10307710,Xarelto,Xarelto,5045857810,t,f,0,271034,CA,100000000232,"Janssen Pharmaceuticals, Inc",3.23,2014-07-10,1,156383788,2014,0,drug-xarelto 213 | 211,10307714,Xarelto,Xarelto,5045857810,t,f,0,337203,FL,100000000232,"Janssen Pharmaceuticals, Inc",18.07,2014-01-08,1,156383796,2014,0,drug-xarelto 214 | 212,10307718,Olysio,Olysio,5967622528,t,f,0,898522,MD,100000000329,"Janssen Biotech, Inc.",37.53,2014-04-24,1,156383804,2014,0,drug-olysio 215 | 213,10307722,Prezista,Prezista,5967656101,t,,0,898522,MD,100000000325,"Janssen Products, LP",250,2014-03-04,1,156383812,2014,0, 216 | 214,10307726,Prezista,Prezista,5967656101,t,,0,898522,MD,100000000325,"Janssen Products, LP",2000,2014-07-23,1,156383820,2014,0,drug-prezista 217 | 215,10307730,Prezista,Prezista,5967656101,t,f,0,898522,MD,100000000325,"Janssen Products, LP",101.04,2014-08-22,1,,2014,0,drug-prezista 218 | 216,10307734,Prezista,Prezista,,t,f,0,898522,MD,100000000325,"Janssen Products, LP",114.91,2014-10-22,1,,2014,,drug-prezista 219 | 217,,Prezista,Prezista,5967656101,t,f,0,898522,MD,100000000325,"Janssen Products, LP",22.4,2014-08-22,1,,2014,,drug-prezista 220 | 218,10307742,Simponi Aria,Simponi Aria,5789435089,t,t,0,898522,MD,100000000329,"Janssen Biotech, Inc.",15.37,2014-06-12,1,,2014,,drug-simponi-aria 221 | 219,10307746,Invokana,Invokana,5045814001,t,t,0,168084,NY,100000000232,"Janssen Pharmaceuticals, Inc",24.63,2014-05-05,1,,2014,,drug-invokana 222 | 220,10307750,Invokana,Invokana,5045814001,t,f,0,168084,NY,100000000232,"Janssen Pharmaceuticals, Inc",2.59,2014-09-05,1,156383868,2014,,drug-invokana 223 | 221,10307754,Xarelto,Xarelto,5045857810,t,t,0,168084,NY,100000000232,"Janssen Pharmaceuticals, Inc",8.31,2014-09-05,1,156383876,2014,,drug-xarelto 224 | 222,10307758,Invokana,Invokana,5045814001,t,t,0,35501,NY,100000000232,"Janssen Pharmaceuticals, Inc",17.34,2014-08-29,1,156383890,2014,,drug-invokana 225 | 223,10307762,Xarelto,Xarelto,5045857810,t,t,0,361900,MI,100000000232,,11.12,2014-08-15,1,156383900,2014,,drug-xarelto 226 | 224,10307766,Invokana,Invokana,5045814001,t,t,0,301882,NY,100000000232,"Janssen Pharmaceuticals, Inc",24.63,2014-05-05,1,156383908,2014,,drug-invokana 227 | 225,10307770,Invokana,Invokana,5045814001,t,f,0,301882,NY,100000000232,"Janssen Pharmaceuticals, Inc",2.95,2014-02-25,1,156383916,2014,0,drug-invokana 228 | 226,10307774,Xarelto,Xarelto,5045857810,t,t,0,,NY,100000000232,"Janssen Pharmaceuticals, Inc",8.31,2014-09-05,1,,2014,0,drug-xarelto 229 | 227,10307778,Stelara,Stelara,5789406002,t,f,0,,GA,100000000329,"Janssen Biotech, Inc.",17.26,2014-08-13,1,156383932,2014,0,drug-stelara 230 | 228,10307782,Nucynta,Nucynta,5045882002,t,f,0,190799,AZ,100000000232,"Janssen Pharmaceuticals, Inc",22,2014-02-19,1,156383940,2014,0,drug-nucynta 231 | 229,10307786,Stelara,Stelara,5789406002,t,f,0,1235093,TX,100000000332,"Janssen Scientific Affairs, LLC",120.24,2014-09-30,1,156383948,2014,0,drug-stelara 232 | 230,10307790,Olysio,Olysio,5967625493,t,f,0,187915,NH,100000000325,"Janssen Products, LP",87.95,2014-07-31,1,156383956,2014,0,drug-olysio 233 | 231,10307794,Simponi,Simponi,5789407001,t,t,0,187915,NH,100000000329,"Janssen Biotech, Inc.",15.03,2014-05-16,1,156383964,2014,0,drug-simponi 234 | 232,10307798,Simponi,Simponi,5789407001,t,t,0,187915,NH,100000000329,"Janssen Biotech, Inc.",21.79,2014-06-06,1,156383972,2014,0,drug-simponi 235 | 233,10307802,Simponi,Simponi,5789407001,t,t,0,187915,NH,100000000329,"Janssen Biotech, Inc.",1.59,,1,156383980,2014,0,drug-simponi 236 | 234,10307806,Simponi Aria,Simponi Aria,5789435089,t,t,,187915,NH,100000000329,"Janssen Biotech, Inc.",15.38,,1,156383988,2014,0,drug-simponi-aria 237 | 235,10307810,Invega Sustenna,Invega Sustenna,5045856001,t,f,,67180,IN,100000000232,"Janssen Pharmaceuticals, Inc",0.8,,1,156383996,2014,0,drug-invega-sustenna 238 | 236,10307814,Invokana,Invokana,5045814001,t,t,,331783,PA,100000000232,"Janssen Pharmaceuticals, Inc",14.89,,1,156384004,2014,0,drug-invokana 239 | 237,10307818,Xarelto,Xarelto,,t,f,,265694,MI,100000000232,"Janssen Pharmaceuticals, Inc",16.91,2014-05-22,1,156384012,2014,0,drug-xarelto 240 | 238,10307822,,Xarelto,5045857810,t,f,0,265694,MI,100000000232,"Janssen Pharmaceuticals, Inc",12.59,2014-09-17,1,156384020,2014,0,drug-xarelto 241 | 239,10307826,Xarelto,Xarelto,5045857810,t,f,0,265694,MI,100000000232,"Janssen Pharmaceuticals, Inc",1.01,2014-10-22,1,156384028,2014,0,drug-xarelto 242 | 240,,Xarelto,Xarelto,5045857810,t,t,0,189411,VA,100000000232,"Janssen Pharmaceuticals, Inc",19.41,2014-03-21,1,156384036,2014,0,drug-xarelto 243 | 241,10307834,Xarelto,Xarelto,5045857810,t,f,0,1183642,NJ,100000000232,"Janssen Pharmaceuticals, Inc",98.43,2014-12-02,1,156384044,2014,0,drug-xarelto 244 | 242,10307838,Xarelto,Xarelto,5045857810,t,t,0,530316,MD,100000000232,"Janssen Pharmaceuticals, Inc",11.01,2014-01-22,1,156384052,2014,0,drug-xarelto 245 | 243,10307842,Xarelto,Xarelto,5045857810,t,t,0,530316,MD,100000000232,,13.11,2014-01-24,1,156384060,2014,0, 246 | 244,10307846,Xarelto,Xarelto,5045857810,t,,0,,MD,100000000232,,13.38,2014-05-13,1,156384068,2014,0, 247 | 245,10307850,Imbruvica,Imbruvica,5796214009,t,f,0,707406,NY,100000000332,"Janssen Scientific Affairs, LLC",2200,2014-08-13,1,156384076,2014,0,drug-imbruvica 248 | 246,10307854,Imbruvica,Imbruvica,5796214009,t,f,0,707406,NY,100000000332,"Janssen Scientific Affairs, LLC",105.2,2014-08-13,1,156384084,2014,0,drug-imbruvica 249 | 247,10307858,Simponi,Simponi,5789407001,t,t,0,276378,TN,100000000329,"Janssen Biotech, Inc.",19.14,2014-08-25,1,156384092,2014,0,drug-simponi 250 | 248,10307862,Invokana,Invokana,,t,t,0,338712,NC,100000000232,"Janssen Pharmaceuticals, Inc",11.96,2014-08-29,1,156384100,2014,0,drug-invokana 251 | 249,10307866,Xarelto,Xarelto,5045857810,t,t,0,338712,NC,100000000232,"Janssen Pharmaceuticals, Inc",3.96,2014-08-11,1,156384108,2014,0,drug-xarelto 252 | 250,10307870,Simponi,Simponi,5789407001,t,f,0,83889,PA,100000000329,,10.74,2014-02-21,1,156384118,2014,0,drug-simponi 253 | 251,10307874,Simponi,Simponi,5789407001,t,f,0,83889,PA,100000000332,"Janssen Scientific Affairs, LLC",750,2014-10-28,1,156384126,2014,0,drug-simponi 254 | 252,10307878,Simponi,Simponi,5789407001,t,f,0,83889,PA,100000000332,"Janssen Scientific Affairs, LLC",750.88,2014-10-09,1,156384134,2014,0,drug-simponi 255 | 253,10307882,Simponi,Simponi,5789407001,t,f,0,83889,PA,100000000332,"Janssen Scientific Affairs, LLC",93.3,2014-12-17,1,156384142,2014,0,drug-simponi 256 | 254,10307886,Simponi Aria,Simponi Aria,5789435089,t,t,,83889,PA,100000000329,"Janssen Biotech, Inc.",38.68,2014-04-28,1,156384150,2014,0,drug-simponi-aria 257 | 255,10307890,Invokana,Invokana,5045814001,t,t,0,64613,IL,100000000232,"Janssen Pharmaceuticals, Inc",12.78,2014-02-04,1,,2014,0,drug-invokana 258 | 256,10307894,Xarelto,Xarelto,5045857810,t,f,0,64613,IL,100000000232,"Janssen Pharmaceuticals, Inc",9.67,2014-02-28,1,,2014,0,drug-xarelto 259 | 257,10307898,Xarelto,Xarelto,5045857810,t,f,0,64613,IL,100000000232,"Janssen Pharmaceuticals, Inc",8.8,2014-06-06,1,,2014,0,drug-xarelto 260 | 258,10307902,Xarelto,Xarelto,5045857810,t,f,0,64613,IL,100000000232,"Janssen Pharmaceuticals, Inc",18.69,2014-07-22,1,156384182,2014,0,drug-xarelto 261 | 259,10307906,Xarelto,Xarelto,5045857810,t,f,0,64613,IL,100000000232,"Janssen Pharmaceuticals, Inc",13.17,2014-10-10,1,156384190,2014,0,drug-xarelto 262 | 260,,Xarelto,Xarelto,,t,f,0,64613,IL,100000000232,"Janssen Pharmaceuticals, Inc",16.77,2014-11-07,1,156384198,2014,0,drug-xarelto 263 | 261,10307914,Invokana,Invokana,5045814001,t,,0,290298,FL,100000000232,"Janssen Pharmaceuticals, Inc",15.97,2014-03-05,1,156384206,2014,0,drug-invokana 264 | 262,10307918,Xarelto,Xarelto,5045857810,t,f,0,290298,FL,100000000232,"Janssen Pharmaceuticals, Inc",2.01,2014-09-10,1,156384214,2014,0,drug-xarelto 265 | 263,10307922,Invokana,Invokana,5045814001,t,f,,81099,NY,100000000232,"Janssen Pharmaceuticals, Inc",68.88,2014-07-22,1,156384222,2014,0,drug-invokana 266 | 264,10307926,Xarelto,Xarelto,5045857810,t,f,0,81099,NY,100000000232,"Janssen Pharmaceuticals, Inc",12.77,2014-09-26,1,156384230,2014,0, 267 | 265,10307930,Invokana,Invokana,5045814001,t,t,0,,MI,100000000232,"Janssen Pharmaceuticals, Inc",10.94,2014-03-19,1,156384246,2014,0,drug-invokana 268 | 266,10307934,Xarelto,Xarelto,5045857810,t,t,0,348310,MI,100000000232,"Janssen Pharmaceuticals, Inc",22.01,2014-04-02,1,156384254,2014,0,drug-xarelto 269 | 267,10307938,Xarelto,Xarelto,5045857810,t,t,0,348310,MI,100000000232,"Janssen Pharmaceuticals, Inc",11.25,2014-07-30,1,156384260,2014,0,drug-xarelto 270 | 268,10307942,Xarelto,Xarelto,5045857810,t,t,0,348310,MI,100000000232,"Janssen Pharmaceuticals, Inc",9.37,2014-09-18,1,156384268,2014,0,drug-xarelto 271 | 269,10307946,Invokana,Invokana,5045814001,t,t,0,132084,TN,100000000232,"Janssen Pharmaceuticals, Inc",15.1,2014-09-18,1,156384276,2014,0,drug-invokana 272 | 270,10307950,Invokana,Invokana,5045814001,t,t,0,29734,MD,100000000232,"Janssen Pharmaceuticals, Inc",0.67,2014-03-31,,156384284,2014,0,drug-invokana 273 | 271,10307954,Invokana,Invokana,5045814001,t,t,0,29734,MD,100000000232,"Janssen Pharmaceuticals, Inc",18.09,2014-08-05,,156384294,2014,0,drug-invokana 274 | 272,10307958,Invokana,Invokana,5045814001,t,t,0,29734,MD,100000000232,,0.38,2014-12-01,,156384302,2014,0,drug-invokana 275 | 273,10307962,Invokana,Invokana,5045814001,t,t,0,37348,FL,100000000232,"Janssen Pharmaceuticals, Inc",9.67,2014-04-21,,156384310,2014,0,drug-invokana 276 | 274,10307966,Invokana,Invokana,5045814001,t,,0,37348,FL,100000000232,"Janssen Pharmaceuticals, Inc",16.34,2014-10-07,,,2014,0,drug-invokana 277 | 275,10307970,Invokana,Invokana,5045814001,t,t,0,67940,NY,100000000232,"Janssen Pharmaceuticals, Inc",20,2014-06-16,,156384326,2014,0,drug-invokana 278 | 276,10307974,Xarelto,Xarelto,5045857810,t,t,0,67940,NY,100000000232,"Janssen Pharmaceuticals, Inc",14.35,2014-09-11,,156384334,2014,0,drug-xarelto 279 | 277,10307978,Xarelto,Xarelto,,t,t,0,1007331,NC,100000000232,"Janssen Pharmaceuticals, Inc",19.21,2014-12-22,,156384342,2014,0,drug-xarelto 280 | 278,10307982,Invokana,Invokana,5045814001,t,t,0,229708,CT,100000000232,"Janssen Pharmaceuticals, Inc",15.95,2014-03-28,1,156384350,2014,0,drug-invokana 281 | 279,10307986,Xarelto,Xarelto,5045857810,t,f,,229708,CT,100000000232,"Janssen Pharmaceuticals, Inc",13.85,2014-01-24,1,156384358,2014,0,drug-xarelto 282 | 280,10307990,Xarelto,Xarelto,5045857810,t,f,,229708,CT,100000000232,"Janssen Pharmaceuticals, Inc",12.52,2014-05-30,1,156384366,2014,0,drug-xarelto 283 | 281,10307994,Xarelto,Xarelto,5045857810,t,f,0,229708,CT,100000000232,"Janssen Pharmaceuticals, Inc",15.87,2014-06-13,1,156384374,2014,0,drug-xarelto 284 | 282,10307998,Xarelto,Xarelto,5045857810,t,f,0,229708,CT,100000000232,"Janssen Pharmaceuticals, Inc",99.95,2014-09-23,1,156384382,2014,0,drug-xarelto 285 | 283,10308002,Xarelto,Xarelto,5045857810,t,f,0,229708,CT,100000000232,"Janssen Pharmaceuticals, Inc",9.57,2014-08-07,1,156384390,2014,0, 286 | 284,10308006,Xarelto,Xarelto,5045857810,t,f,0,229708,CT,100000000232,"Janssen Pharmaceuticals, Inc",8.37,2014-09-04,1,,2014,0, 287 | 285,10308010,Xarelto,Xarelto,5045857810,t,f,0,229708,CT,100000000232,"Janssen Pharmaceuticals, Inc",12.99,2014-09-18,1,156384406,2014,0,drug-xarelto 288 | 286,10308014,Xarelto,Xarelto,5045857810,t,f,0,229708,CT,100000000232,"Janssen Pharmaceuticals, Inc",4,2014-10-16,1,156384414,2014,0,drug-xarelto 289 | 287,10308018,Xarelto,Xarelto,5045857810,t,f,0,229708,CT,100000000232,"Janssen Pharmaceuticals, Inc",11.49,2014-10-09,1,156384422,2014,0,drug-xarelto 290 | 288,10308022,Xarelto,Xarelto,5045857810,t,f,0,229708,CT,100000000232,"Janssen Pharmaceuticals, Inc",9.37,2014-11-05,1,156384430,2014,0,drug-xarelto 291 | 289,10248127,Xarelto,Xarelto,5045857810,t,t,0,209395,MT,100000000232,,8.44,2014-07-22,1,156255900,2014,0,drug-xarelto 292 | 290,10248131,Xarelto,Xarelto,5045857810,t,t,,42276,PA,100000000232,"Janssen Pharmaceuticals, Inc",5.82,2014-06-16,1,156255908,2014,,drug-xarelto 293 | 291,10248135,Xarelto,Xarelto,5045857810,t,t,0,152943,MT,100000000232,"Janssen Pharmaceuticals, Inc",8.44,2014-07-22,1,156255916,2014,,drug-xarelto 294 | 292,10248139,Xarelto,Xarelto,5045857810,t,f,0,119895,NY,100000000232,"Janssen Pharmaceuticals, Inc",100,2014-11-11,1,156255924,2014,,drug-xarelto 295 | 293,10248143,Invokana,Invokana,5045814001,t,t,0,,NJ,100000000232,"Janssen Pharmaceuticals, Inc",26.35,2014-02-21,,156255932,2014,,drug-invokana 296 | 294,10248147,Invokana,Invokana,5045814001,t,,0,114877,NJ,100000000232,"Janssen Pharmaceuticals, Inc",14.08,2014-07-18,,156255940,2014,,drug-invokana 297 | 295,10248151,Invokana,Invokana,5045814001,t,t,0,114877,NJ,100000000232,"Janssen Pharmaceuticals, Inc",16.82,2014-10-17,1,156255948,2014,0,drug-invokana 298 | 296,10248155,Xarelto,Xarelto,5045857810,t,t,0,114877,NJ,100000000232,"Janssen Pharmaceuticals, Inc",16.02,2014-03-28,1,156255956,2014,0,drug-xarelto 299 | 297,10248159,Xarelto,Xarelto,5045857810,t,t,0,114877,NJ,100000000232,"Janssen Pharmaceuticals, Inc",14.08,2014-05-09,1,156255964,2014,0,drug-xarelto 300 | 298,10248163,Invokana,Invokana,5045814001,t,t,0,114877,NJ,100000000232,"Janssen Pharmaceuticals, Inc",2.64,2014-11-20,1,156255972,2014,0,drug-invokana 301 | 299,10248167,Invokana,Invokana,5045814001,t,f,0,327421,TX,100000000232,"Janssen Pharmaceuticals, Inc",16.18,2014-03-26,1,156255980,2014,0,drug-invokana 302 | 300,10248171,Xarelto,Xarelto,5045857810,t,t,0,282093,NY,100000000232,"Janssen Pharmaceuticals, Inc",15.15,2014-08-11,1,156255988,2014,0,drug-xarelto 303 | 301,10248175,Xarelto,Xarelto,5045857810,t,t,0,282093,NY,100000000232,"Janssen Pharmaceuticals, Inc",11.54,2014-02-24,1,156255996,2014,0,drug-xarelto 304 | 302,10248179,Xarelto,Xarelto,5045857810,t,f,0,282093,NY,100000000232,"Janssen Pharmaceuticals, Inc",99,2014-10-01,1,156256004,2014,0,drug-xarelto 305 | 303,10248183,Invokana,Invokana,5045814001,t,t,0,336934,IN,100000000232,"Janssen Pharmaceuticals, Inc",11.85,2014-03-31,1,156256016,2014,0,drug-invokana 306 | 304,10248187,Invokana,Invokana,5045814001,t,t,0,336934,IN,100000000232,"Janssen Pharmaceuticals, Inc",8.76,2014-07-07,1,156256024,2014,0,drug-invokana 307 | 305,10248191,Xarelto,Xarelto,5045857810,t,t,0,336934,IN,100000000232,"Janssen Pharmaceuticals, Inc",9.57,2014-10-06,1,156256032,2014,0,drug-xarelto 308 | 306,10248195,Xarelto,Xarelto,5045857810,t,f,0,336934,IN,100000000232,"Janssen Pharmaceuticals, Inc",11.01,2014-05-21,1,156256040,2014,0,drug-xarelto 309 | 307,10248199,Invokana,Invokana,5045814001,t,t,0,28203,FL,100000000232,"Janssen Pharmaceuticals, Inc",1.84,2014-10-06,1,156256052,2014,0,drug-invokana 310 | 308,10248203,Xarelto,Xarelto,5045857810,t,t,,28203,FL,100000000232,"Janssen Pharmaceuticals, Inc",2.18,2014-02-03,1,156256060,2014,0,drug-xarelto 311 | 309,10248207,Invega Sustenna,Invega Sustenna,5045856001,t,f,0,332414,NY,100000000232,,15.06,,1,156256068,2014,0,drug-invega-sustenna 312 | 310,10248211,Simponi Aria,Simponi Aria,5789435089,t,t,0,343664,TX,100000000329,"Janssen Biotech, Inc.",,2014-01-08,1,156256076,2014,0,drug-simponi-aria 313 | 311,10248215,Zytiga,Zytiga,,t,t,0,611512,PR,100000000232,"Janssen Pharmaceuticals, Inc",,2014-10-24,1,156256084,2014,0,drug-zytiga 314 | 312,10248219,Invokana,Invokana,5045814001,t,,0,273146,TX,100000000232,"Janssen Pharmaceuticals, Inc",,2014-11-06,1,156256092,2014,0, 315 | 313,10248223,Invokana,Invokana,5045814001,t,f,0,273146,TX,100000000232,"Janssen Pharmaceuticals, Inc",,2014-03-21,1,156256100,2014,0,drug-invokana 316 | 314,,Xarelto,Xarelto,5045857810,t,t,0,63329,FL,100000000232,"Janssen Pharmaceuticals, Inc",,2014-06-10,1,156256108,2014,0,drug-xarelto 317 | 315,10248231,Xarelto,Xarelto,5045857810,t,f,0,308226,CA,100000000232,"Janssen Pharmaceuticals, Inc",,2014-05-13,1,156256118,2014,0,drug-xarelto 318 | 316,10248235,Xarelto,Xarelto,5045857810,t,f,0,308226,CA,100000000232,"Janssen Pharmaceuticals, Inc",,2014-08-21,1,156256126,2014,0,drug-xarelto 319 | 317,10248239,Invega Sustenna,Invega Sustenna,5045856001,t,f,0,220177,CA,100000000232,,11.48,2014-02-04,1,156256134,2014,0,drug-invega-sustenna 320 | 318,10248243,Invega Sustenna,Invega Sustenna,5045856001,t,f,0,220177,CA,100000000232,"Janssen Pharmaceuticals, Inc",14,2014-06-03,1,156256142,2014,0,drug-invega-sustenna 321 | 319,10248247,Invega Sustenna,Invega Sustenna,5045856001,t,f,0,220177,CA,100000000232,"Janssen Pharmaceuticals, Inc",12.66,2014-09-02,1,156256150,2014,0,drug-invega-sustenna 322 | 320,10248251,Simponi,Simponi,5789407001,t,t,0,1296880,PR,100000000232,"Janssen Pharmaceuticals, Inc",8.52,2014-10-03,1,156256158,2014,0,drug-simponi 323 | 321,10248255,Invokana,Invokana,5045814001,t,f,0,346129,FL,100000000232,"Janssen Pharmaceuticals, Inc",1500,2014-03-06,1,156256170,2014,0,drug-invokana 324 | 322,10248259,Invokana,Invokana,5045814001,t,f,0,346129,FL,100000000232,"Janssen Pharmaceuticals, Inc",140,2014-04-09,1,156256178,2014,0,drug-invokana 325 | 323,10248263,Invokana,Invokana,5045814001,t,f,0,346129,FL,100000000232,"Janssen Pharmaceuticals, Inc",567,2014-10-29,1,156256186,2014,0,drug-invokana 326 | 324,10248267,Xarelto,Xarelto,5045857810,t,f,0,112578,KS,100000000232,"Janssen Pharmaceuticals, Inc",99,2014-09-23,1,156256194,2014,0,drug-xarelto 327 | 325,10248271,Simponi,Simponi,5789407001,t,t,0,155258,TX,100000000329,"Janssen Biotech, Inc.",0.57,2014-06-30,1,156256202,2014,0,drug-simponi 328 | 326,10248275,Simponi,Simponi,5789407001,t,t,0,155258,TX,100000000329,"Janssen Biotech, Inc.",0.64,2014-01-20,1,156256210,2014,0,drug-simponi 329 | 327,10248279,Simponi,Simponi,5789407001,t,t,0,155258,TX,100000000329,"Janssen Biotech, Inc.",0.54,2014-03-06,1,156256218,2014,0,drug-simponi 330 | 328,10248283,Simponi,Simponi,5789435089,t,t,0,155258,TX,100000000329,"Janssen Biotech, Inc.",12.05,2014-08-14,1,156256226,2014,0,drug-simponi 331 | 329,10248287,Simponi Aria,Simponi Aria,5789435089,t,t,,155258,TX,100000000329,"Janssen Biotech, Inc.",6.28,2014-08-21,1,156256234,2014,0,drug-simponi-aria 332 | 330,10248291,Simponi Aria,Simponi Aria,5789435089,t,t,0,155258,TX,100000000329,,10.29,2014-06-03,1,156256242,2014,0,drug-simponi-aria 333 | 331,10248295,Simponi Aria,Simponi Aria,5789435089,t,t,0,155258,TX,100000000329,"Janssen Biotech, Inc.",11.21,2014-04-14,1,156256250,2014,0,drug-simponi-aria 334 | 332,10248299,Simponi Aria,Simponi Aria,5789435089,t,f,0,155258,TX,100000000329,"Janssen Biotech, Inc.",6.78,2014-03-24,1,156256258,2014,0,drug-simponi-aria 335 | 333,10248303,Simponi Aria,Simponi Aria,5789435089,t,t,0,268447,TN,100000000329,"Janssen Biotech, Inc.",9.95,2014-01-21,1,156256268,2014,0,drug-simponi-aria 336 | 334,10248307,Xarelto,Xarelto,5045857810,t,f,0,78032,FL,100000000232,"Janssen Pharmaceuticals, Inc",,2014-11-25,1,156256276,2014,0,drug-xarelto 337 | 335,10248311,Invokana,Invokana,5045814001,t,t,0,291331,TX,100000000232,"Janssen Pharmaceuticals, Inc",,2014-05-23,1,156256284,2014,0,drug-invokana 338 | 336,,Xarelto,Xarelto,5045857810,t,t,0,291331,TX,100000000232,"Janssen Pharmaceuticals, Inc",,2014-03-20,1,156256292,2014,0,drug-xarelto 339 | 337,10248319,Xarelto,Xarelto,5045857810,,t,0,291331,TX,100000000232,"Janssen Pharmaceuticals, Inc",16.78,2014-08-22,1,156256300,2014,0,drug-xarelto 340 | 338,10248323,Xarelto,Xarelto,5045857810,t,f,0,291331,TX,100000000232,"Janssen Pharmaceuticals, Inc",112.54,2014-09-23,1,156256308,2014,0,drug-xarelto 341 | 339,10248327,Invega Sustenna,Invega Sustenna,5045856001,t,f,0,,IA,100000000232,"Janssen Pharmaceuticals, Inc",0.9,2014-03-25,1,156256318,2014,0,drug-invega-sustenna 342 | 340,10248331,Nucynta,Nucynta,5045882002,t,f,0,102657,CA,100000000232,,22.18,2014-01-14,1,156256326,2014,0,drug-nucynta 343 | 341,10248335,Nucynta,Nucynta,5045882002,t,f,0,102657,CA,100000000232,"Janssen Pharmaceuticals, Inc",5.38,2014-04-30,1,156256334,2014,0,drug-nucynta 344 | 342,10248339,Nucynta,Nucynta,5045882002,t,f,0,102657,CA,100000000232,"Janssen Pharmaceuticals, Inc",11.54,,1,156256342,2014,0,drug-nucynta 345 | 343,10248343,Nucynta,Nucynta,5045882002,t,f,0,102657,CA,100000000232,"Janssen Pharmaceuticals, Inc",7.54,2014-08-01,1,,,0,drug-nucynta 346 | 344,10248347,Xarelto,Xarelto,5045857810,t,t,0,1306431,MD,100000000232,"Janssen Pharmaceuticals, Inc",8.16,2014-03-24,1,156256370,2014,0,drug-xarelto 347 | 345,10248351,Invega,Invega,5045855001,t,t,0,1306431,MD,100000000232,"Janssen Pharmaceuticals, Inc",1.61,2014-07-17,1,156256378,2014,0,drug-invega 348 | 346,10248355,Invega,Invega,5045855001,t,t,0,1306431,MD,100000000232,"Janssen Pharmaceuticals, Inc",4.22,2014-10-14,1,156256386,2014,0,drug-invega 349 | 347,10248359,Invega,Invega,5045855001,t,t,0,1306431,MD,100000000232,"Janssen Pharmaceuticals, Inc",3.95,2014-11-06,1,156256394,2014,0,drug-invega 350 | 348,10248363,,Xarelto,5045857810,t,t,0,1306431,MD,100000000232,"Janssen Pharmaceuticals, Inc",3.5,2014-01-31,1,156256402,2014,0,drug-xarelto 351 | 349,10248367,Xarelto,Xarelto,5045857810,t,t,0,1306431,MD,100000000232,"Janssen Pharmaceuticals, Inc",2.76,2014-05-09,1,,2014,0,drug-xarelto 352 | 350,10248371,Xarelto,Xarelto,5045857810,,t,0,,MD,100000000232,"Janssen Pharmaceuticals, Inc",6.5,2014-07-10,1,156256418,2014,0,drug-xarelto 353 | 351,10248375,Invokana,Invokana,5045814001,t,t,0,149348,FL,100000000232,"Janssen Pharmaceuticals, Inc",12.28,2014-03-10,1,156256426,2014,0,drug-invokana 354 | 352,10248379,Invokana,Invokana,5045814001,t,t,0,149348,FL,100000000232,"Janssen Pharmaceuticals, Inc",5.78,2014-12-16,1,156256434,2014,0,drug-invokana 355 | 353,10248383,Invokana,Invokana,5045814001,t,f,,149348,FL,100000000232,"Janssen Pharmaceuticals, Inc",6.92,2014-09-08,1,,2014,0,drug-invokana 356 | 354,10248387,Invokana,Invokana,5045814001,t,f,0,149348,FL,100000000232,"Janssen Pharmaceuticals, Inc",15.27,2014-11-03,1,156256450,2014,0,drug-invokana 357 | 355,10248391,Invokana,Invokana,5045814001,t,t,0,311745,VA,100000000232,"Janssen Pharmaceuticals, Inc",13.33,2014-09-02,1,156256458,2014,0, 358 | 356,10248395,Invokana,Invokana,5045814001,t,t,0,3786,NY,100000000232,"Janssen Pharmaceuticals, Inc",,2014-10-21,1,156256468,2014,0,drug-invokana 359 | 357,10248399,Xarelto,Xarelto,5045857810,t,t,0,3786,NY,100000000232,"Janssen Pharmaceuticals, Inc",,,1,156256476,2014,0,drug-xarelto 360 | 358,10248403,Invokana,Invokana,5045814001,t,t,0,233670,CA,100000000232,,,2014-11-12,1,156256488,2014,0,drug-invokana 361 | 359,10248407,Invega Sustenna,Invega Sustenna,5045856001,t,,0,902403,FL,100000000232,"Janssen Pharmaceuticals, Inc",,2014-10-14,1,156256496,2014,0,drug-invega-sustenna 362 | 360,10248411,Zytiga,Zytiga,5789415012,t,t,0,1040267,PR,100000000232,"Janssen Pharmaceuticals, Inc",,2014-09-10,1,156256504,2014,0,drug-zytiga 363 | 361,10248415,Xarelto,Xarelto,5045857810,t,t,0,321274,PR,100000000232,"Janssen Pharmaceuticals, Inc",81.68,2014-01-27,1,156256512,2014,0,drug-xarelto 364 | 362,10248419,Simponi,Simponi,5789407001,t,t,0,321274,PR,100000000232,"Janssen Pharmaceuticals, Inc",15.9,2014-03-28,1,,2014,0,drug-simponi 365 | 363,10248423,Zytiga,Zytiga,5789415012,t,t,0,,PR,100000000232,"Janssen Pharmaceuticals, Inc",9.94,2014-10-31,1,156256528,2014,0,drug-zytiga 366 | 364,10248427,Invokana,Invokana,5045814001,t,t,0,333474,TX,100000000232,"Janssen Pharmaceuticals, Inc",10.28,2014-02-10,1,156256536,2014,0,drug-invokana 367 | 365,10248431,Xarelto,Xarelto,5045857810,t,t,,209376,KY,100000000232,"Janssen Pharmaceuticals, Inc",1.76,2014-07-16,1,156256544,2014,0,drug-xarelto 368 | 366,10248435,Xarelto,Xarelto,5045857810,t,t,0,209376,KY,100000000232,"Janssen Pharmaceuticals, Inc",14.86,2014-08-14,1,156256552,2014,0,drug-xarelto 369 | 367,10248439,Invokana,Invokana,5045814001,t,t,0,209376,KY,100000000232,"Janssen Pharmaceuticals, Inc",0.85,2014-09-18,1,156256560,2014,0,drug-invokana 370 | 368,10248443,,Xarelto,5045857810,t,f,0,943109,PR,100000000232,"Janssen Pharmaceuticals, Inc",7.73,2014-08-11,1,156256568,2014,0,drug-xarelto 371 | 369,10248447,Simponi,Simponi,5789407001,t,t,0,943109,PR,100000000232,"Janssen Pharmaceuticals, Inc",23.75,2014-09-15,1,156256576,2014,0,drug-simponi 372 | 370,10248451,Xarelto,Xarelto,5045857810,t,t,0,233404,FL,100000000232,,11.11,2014-07-22,1,156256584,2014,0,drug-xarelto 373 | 371,10248455,Xarelto,Xarelto,5045857810,t,t,0,823664,PR,100000000232,"Janssen Pharmaceuticals, Inc",82.09,2014-02-25,,156256600,2014,0,drug-xarelto 374 | 372,10248459,Invega Sustenna,Invega Sustenna,5045856001,t,f,0,135308,TX,100000000232,"Janssen Pharmaceuticals, Inc",4.14,2014-08-06,,156256608,2014,0,drug-invega-sustenna 375 | 373,10248463,Aciphex,Aciphex,1355121001,t,t,0,31117,PA,100000000232,"Janssen Pharmaceuticals, Inc",9.41,2014-06-24,,156256616,2014,0,drug-aciphex 376 | 374,10248467,,Xarelto,,t,t,,31117,PA,100000000232,"Janssen Pharmaceuticals, Inc",14.28,2014-07-08,,156256624,2014,0,drug-xarelto 377 | 375,10248471,Xarelto,Xarelto,5045857810,t,t,0,,PA,100000000232,"Janssen Pharmaceuticals, Inc",16.61,2014-04-03,1,156256632,2014,0,drug-xarelto 378 | 376,10248475,Xarelto,Xarelto,,t,t,0,,PA,100000000232,"Janssen Pharmaceuticals, Inc",1.51,2014-07-17,1,156256640,2014,0,drug-xarelto 379 | 377,10248479,Invokana,Invokana,5045814001,t,f,0,,CA,100000000232,"Janssen Pharmaceuticals, Inc",64.99,,1,156256650,2014,0,drug-invokana 380 | 378,10248483,Invokana,Invokana,5045814001,t,t,0,,CA,100000000232,"Janssen Pharmaceuticals, Inc",4.67,2014-07-29,1,156256658,2014,0, 381 | 379,10248487,Invokana,Invokana,5045814001,t,f,0,,TX,100000000232,"Janssen Pharmaceuticals, Inc",118.7,2014-02-06,1,156256668,2014,0,drug-invokana 382 | 380,10248491,,Invokana,5045814001,t,,0,,PR,100000000232,"Janssen Pharmaceuticals, Inc",80,2014-05-14,1,156256678,2014,0,drug-invokana 383 | 381,10248495,Xarelto,Xarelto,5045857810,t,f,0,,PR,100000000232,"Janssen Pharmaceuticals, Inc",12.48,2014-03-25,1,156256690,2014,0,drug-xarelto 384 | 382,10248499,Invega Sustenna,Invega Sustenna,5045856001,t,t,0,,NJ,100000000232,"Janssen Pharmaceuticals, Inc",24.88,,1,156256698,2014,0,drug-invega-sustenna 385 | 383,10248503,Invega Sustenna,Invega Sustenna,5045856001,t,f,0,,NJ,100000000232,"Janssen Pharmaceuticals, Inc",,2014-06-19,1,156256706,2014,0,drug-invega-sustenna 386 | 384,10248507,Invega Sustenna,Invega Sustenna,5045856001,t,f,0,,NJ,100000000232,"Janssen Pharmaceuticals, Inc",,2014-05-19,1,156256714,2014,0,drug-invega-sustenna 387 | 385,10248511,Invega Sustenna,Invega Sustenna,5045856001,t,f,0,,NJ,100000000232,"Janssen Pharmaceuticals, Inc",,2014-07-02,1,,2014,0,drug-invega-sustenna 388 | 386,10248515,Invega Sustenna,Invega Sustenna,5045856001,t,f,0,53380,NJ,100000000232,"Janssen Pharmaceuticals, Inc",,2014-09-04,1,156256730,2014,0, 389 | 387,10248519,Invega Sustenna,Invega Sustenna,5045856001,t,f,0,53380,NJ,100000000232,"Janssen Pharmaceuticals, Inc",17.83,2014-07-02,1,156256738,2014,0,drug-invega-sustenna 390 | 388,10248523,Invega Sustenna,Invega Sustenna,5045856001,t,f,0,53380,NJ,100000000232,"Janssen Pharmaceuticals, Inc",24.76,2014-10-01,1,156256746,2014,0,drug-invega-sustenna 391 | 389,10248527,Invokana,Invokana,,t,f,0,267412,CA,100000000232,"Janssen Pharmaceuticals, Inc",21.43,2014-03-24,1,156256754,2014,0,drug-invokana 392 | 390,10248531,Xarelto,Xarelto,5045857810,t,f,0,267412,CA,100000000232,"Janssen Pharmaceuticals, Inc",10.63,2014-07-16,1,156256762,2014,0,drug-xarelto 393 | 391,10248535,Prezista,Prezista,5967656101,t,t,0,123607,CA,100000000329,"Janssen Biotech, Inc.",13.94,2014-04-04,1,156256770,2014,0, 394 | 392,10248539,,Xarelto,5045857810,t,f,0,132441,GA,100000000232,"Janssen Pharmaceuticals, Inc",39.85,2014-06-12,,156256778,2014,0, 395 | 393,10248543,Invokana,Invokana,5045814001,t,,0,209171,CA,100000000232,"Janssen Pharmaceuticals, Inc",0.85,2014-06-05,,156256786,2014,0, 396 | 394,10248547,Invokana,Invokana,5045814001,t,t,0,105274,OH,100000000232,,9.55,2014-02-27,,156256796,2014,0, 397 | 395,10248551,Invokana,Invokana,5045814001,t,t,,105274,OH,100000000232,"Janssen Pharmaceuticals, Inc",1.47,2014-10-15,,156256804,2014,0,drug-invokana 398 | 396,10248555,Invokana,Invokana,5045814001,t,f,0,105274,OH,100000000232,"Janssen Pharmaceuticals, Inc",99.99,2014-08-05,1,156256812,2014,0,drug-invokana 399 | 397,10248559,Invokana,Invokana,5045814001,t,t,0,15968,TX,100000000232,"Janssen Pharmaceuticals, Inc",10.07,2014-03-28,1,156256824,2014,0,drug-invokana 400 | 398,10248563,Xarelto,Xarelto,5045857810,t,f,0,18863,CA,100000000232,"Janssen Pharmaceuticals, Inc",18.71,2014-01-22,1,156256834,2014,0,drug-xarelto 401 | 399,10248567,Xarelto,Xarelto,5045857810,t,f,0,1088840,NC,100000000232,"Janssen Pharmaceuticals, Inc",12.04,2014-01-09,1,156256842,2014,0,drug-xarelto 402 | 400,10248571,Xarelto,Xarelto,5045857810,t,f,0,301170,CA,100000000232,"Janssen Pharmaceuticals, Inc",23.23,2014-03-04,1,156256850,2014,0,drug-xarelto 403 | 401,10248575,Xarelto,Xarelto,5045857810,t,t,0,191709,NY,100000000232,"Janssen Pharmaceuticals, Inc",10.33,2014-05-13,1,156256860,2014,0,drug-xarelto 404 | 402,10248579,Invokana,Invokana,5045814001,t,f,0,191709,NY,100000000232,"Janssen Pharmaceuticals, Inc",21.65,,1,156256868,2014,0,drug-invokana 405 | 403,10248583,Invega Sustenna,Invega Sustenna,5045856001,t,f,0,393233,MO,100000000232,"Janssen Pharmaceuticals, Inc",71.95,2014-09-30,1,156256876,2014,0, 406 | 404,10248587,Simponi Aria,Simponi Aria,5789435089,t,t,0,69215,TX,100000000329,"Janssen Biotech, Inc.",8.5,2014-08-14,1,156256884,2014,0,drug-simponi-aria 407 | 405,10248591,Xarelto,Xarelto,5045857810,t,f,0,357694,LA,100000000232,,11.6,2014-05-14,1,156256892,2014,0,drug-xarelto 408 | 406,10248595,Xarelto,Xarelto,5045857810,t,f,0,357694,LA,100000000232,"Janssen Pharmaceuticals, Inc",14.52,2014-06-23,1,156256900,2014,0,drug-xarelto 409 | 407,10248599,Xarelto,Xarelto,5045857810,t,f,0,963851,FL,100000000232,"Janssen Pharmaceuticals, Inc",20.97,2014-08-28,1,156256908,2014,0,drug-xarelto 410 | 408,10248603,OLYSIO,OLYSIO,5967622528,t,t,0,,MO,100000000329,"Janssen Biotech, Inc.",17.23,2014-01-07,1,156256922,2014,0,drug-olysio 411 | 409,10248607,OLYSIO,OLYSIO,5967622528,t,t,0,,MO,100000000329,"Janssen Biotech, Inc.",5.83,2014-03-11,1,156256930,2014,0,drug-olysio 412 | 410,10248611,OLYSIO,OLYSIO,5967622528,t,t,0,,MO,100000000329,"Janssen Biotech, Inc.",13.72,2014-07-07,1,156256938,2014,0,drug-olysio 413 | 411,10248615,,OLYSIO,5967622528,t,t,0,303653,MO,100000000329,"Janssen Biotech, Inc.",0.42,,1,156256946,2014,0,drug-olysio 414 | 412,10248619,Simponi,Simponi,5789407001,t,t,0,303653,MO,100000000329,"Janssen Biotech, Inc.",1.63,2014-07-07,1,156256954,2014,0,drug-simponi 415 | 413,10248623,Xarelto,Xarelto,5045857810,t,f,0,,NJ,100000000232,"Janssen Pharmaceuticals, Inc",2.5,2014-01-09,1,156256962,2014,0,drug-xarelto 416 | 414,10248627,Xarelto,Xarelto,5045857810,t,t,0,571260,GA,100000000232,,5.15,2014-04-28,1,156256970,2014,0,drug-xarelto 417 | 415,10248631,Invokana,Invokana,5045814001,t,t,0,223024,MO,100000000232,"Janssen Pharmaceuticals, Inc",21.52,2014-04-09,1,156256982,2014,0, 418 | 416,10248635,Xarelto,Xarelto,5045857810,t,t,0,387507,IL,100000000232,"Janssen Pharmaceuticals, Inc",11.47,,1,156256992,2014,0,drug-xarelto 419 | 417,10248639,Zytiga,Zytiga,5789415012,,f,0,280388,TN,100000000329,"Janssen Biotech, Inc.",16.95,2014-05-21,1,156257000,2014,0,drug-zytiga 420 | 418,10248643,Imbruvica,Imbruvica,5796214009,t,f,0,108034,NY,100000000332,"Janssen Scientific Affairs, LLC",3000,2014-06-17,1,156257008,2014,0,drug-imbruvica 421 | 419,10248647,Imbruvica,Imbruvica,5796214009,t,f,,108034,NY,100000000332,"Janssen Scientific Affairs, LLC",1500,2014-09-26,1,156257016,2014,0,drug-imbruvica 422 | 420,10248651,Imbruvica,Imbruvica,5796214009,t,f,0,,NY,100000000332,"Janssen Scientific Affairs, LLC",522.75,2014-08-06,1,156257024,2014,0,drug-imbruvica 423 | 421,10248655,Imbruvica,Imbruvica,5796214009,t,f,0,108034,NY,100000000332,"Janssen Scientific Affairs, LLC",35,2014-05-07,1,156257032,2014,0,drug-imbruvica 424 | 422,10248659,Imbruvica,Imbruvica,5796214009,t,f,0,26718,NY,100000000329,"Janssen Biotech, Inc.",18.22,,1,156257040,2014,0, 425 | 423,10248663,Zytiga,Zytiga,5789415012,t,t,0,26718,NY,100000000329,"Janssen Biotech, Inc.",,2014-04-26,1,156257048,2014,0,drug-zytiga 426 | 424,10248667,Zytiga,Zytiga,5789415012,t,f,0,74106,MD,100000000329,"Janssen Biotech, Inc.",,2014-05-07,1,156257056,2014,0,drug-zytiga 427 | 425,10248671,Zytiga,Zytiga,5789415012,t,f,0,74106,MD,100000000329,"Janssen Biotech, Inc.",,2014-09-09,1,156257064,2014,0,drug-zytiga 428 | 426,10248675,Zytiga,Zytiga,5789415012,t,f,0,74106,MD,100000000332,"Janssen Scientific Affairs, LLC",124.41,2014-05-28,1,156257072,2014,0,drug-zytiga 429 | 427,10248679,Zytiga,Zytiga,5789415012,t,t,0,290047,CA,100000000329,"Janssen Biotech, Inc.",14.24,,1,156257080,2014,0,drug-zytiga 430 | 428,10248683,Stelara,Stelara,5789406002,t,f,0,203780,NY,100000000329,"Janssen Biotech, Inc.",94.95,2014-03-19,1,156257088,2014,0,drug-stelara 431 | 429,10248687,Stelara,Stelara,5789406002,t,f,0,203780,NY,100000000329,"Janssen Biotech, Inc.",19.01,2014-06-30,1,156257096,2014,0,drug-stelara 432 | 430,10248691,Xarelto,Xarelto,5045857810,,t,0,74837,WI,100000000232,"Janssen Pharmaceuticals, Inc",16,2014-03-05,1,156257104,2014,0, 433 | 431,10248695,,Xarelto,5045857810,t,f,0,82846,NY,100000000232,"Janssen Pharmaceuticals, Inc",27.43,2014-05-29,1,156257112,2014,0, 434 | 432,10248699,Xarelto,Xarelto,5045857810,t,t,0,37965,OK,100000000232,"Janssen Pharmaceuticals, Inc",11.28,2014-11-03,1,156257120,2014,0, 435 | 433,10249095,,Xarelto,5045857810,t,f,0,49823,TX,100000000232,"Janssen Pharmaceuticals, Inc",120.23,2014-10-14,1,156257974,2014,0,drug-xarelto 436 | 434,10248703,Invokana,Invokana,5045814001,t,t,0,37965,OK,100000000232,"Janssen Pharmaceuticals, Inc",8.49,2014-01-09,1,156257128,2014,0,drug-invokana 437 | 435,10248707,Invega Sustenna,Invega Sustenna,5045856001,t,f,0,353405,CA,100000000232,,18.18,2014-10-15,1,156257140,2014,0,drug-invega-sustenna 438 | 436,10248711,OLYSIO,OLYSIO,5967622528,t,t,0,175058,FL,100000000329,"Janssen Biotech, Inc.",12.94,2014-09-11,1,156257148,2014,0,drug-olysio 439 | 437,10248715,Xarelto,Xarelto,5045857810,t,f,0,223785,FL,100000000232,"Janssen Pharmaceuticals, Inc",3.28,2014-12-01,1,156257156,2014,0,drug-xarelto 440 | 438,10248719,Xarelto,Xarelto,5045857810,t,t,0,76823,MO,100000000232,"Janssen Pharmaceuticals, Inc",14.37,2014-04-07,1,156257164,2014,0,drug-xarelto 441 | 439,10248723,Remicade,Remicade,,t,t,0,524020,NC,100000000329,"Janssen Biotech, Inc.",,2014-02-20,1,156257172,2014,0,drug-remicade 442 | 440,10248727,Remicade,Remicade,5789403001,t,t,,524020,NC,100000000329,"Janssen Biotech, Inc.",,2014-05-08,1,156257180,2014,0,drug-remicade 443 | 441,10248731,Xarelto,Xarelto,5045857810,t,f,0,59013,NJ,100000000232,"Janssen Pharmaceuticals, Inc",,2014-11-03,1,156257188,2014,0,drug-xarelto 444 | 442,10248735,Xarelto,Xarelto,5045857810,t,f,0,110534,TN,100000000232,"Janssen Pharmaceuticals, Inc",,2014-04-23,1,156257196,2014,0,drug-xarelto 445 | 443,10248739,OLYSIO,OLYSIO,5967622528,t,t,0,109803,NY,100000000329,,12.86,2014-04-28,1,156257204,2014,0,drug-olysio 446 | 444,10248743,Invokana,Invokana,5045814001,t,f,0,95590,MO,100000000232,"Janssen Pharmaceuticals, Inc",16.33,2014-03-04,1,156257212,2014,0,drug-invokana 447 | 445,10248747,Invokana,Invokana,5045814001,t,f,0,95590,MO,100000000232,"Janssen Pharmaceuticals, Inc",11.06,2014-11-04,1,156257220,2014,0,drug-invokana 448 | 446,10248751,Invokana,Invokana,5045814001,t,t,0,271110,NY,100000000232,"Janssen Pharmaceuticals, Inc",16.55,2014-01-18,1,156257228,2014,0,drug-invokana 449 | 447,10248755,Xarelto,Xarelto,5045857810,t,f,0,336118,TX,100000000232,"Janssen Pharmaceuticals, Inc",24.34,2014-01-23,1,156257236,2014,0,drug-xarelto 450 | 448,10248759,Xarelto,Xarelto,5045857810,t,f,0,336118,TX,100000000232,"Janssen Pharmaceuticals, Inc",6.3,2014-07-02,1,156257244,2014,0,drug-xarelto 451 | 449,10248763,Xarelto,Xarelto,5045857810,t,f,0,336118,TX,100000000232,"Janssen Pharmaceuticals, Inc",18.77,2014-10-10,1,156257252,2014,0,drug-xarelto 452 | 450,10248767,Invokana,Invokana,5045814001,t,t,0,323995,AZ,100000000232,"Janssen Pharmaceuticals, Inc",1.54,2014-01-24,1,156257260,2014,0,drug-invokana 453 | 451,10248771,Invokana,Invokana,5045814001,t,f,0,27963,TX,100000000232,"Janssen Pharmaceuticals, Inc",16.18,2014-03-26,1,156257272,2014,0,drug-invokana 454 | 452,10248775,Xarelto,Xarelto,5045857810,t,t,0,358411,RI,100000000232,"Janssen Pharmaceuticals, Inc",14.9,2014-06-20,1,156257282,2014,0,drug-xarelto 455 | 453,10248779,Invokana,Invokana,5045814001,t,f,0,358411,RI,100000000232,"Janssen Pharmaceuticals, Inc",113.22,2014-02-27,1,156257290,2014,0,drug-invokana 456 | 454,10248783,Xarelto,Xarelto,5045857810,t,f,0,358411,RI,100000000232,"Janssen Pharmaceuticals, Inc",100,2014-06-03,1,156257298,2014,0,drug-xarelto 457 | 455,10248787,,Xarelto,5045857810,t,f,0,336045,LA,100000000232,"Janssen Pharmaceuticals, Inc",18.38,2014-10-20,1,156257306,2014,0,drug-xarelto 458 | 456,10248791,Invokana,Invokana,5045814001,t,f,0,1214498,NM,100000000232,"Janssen Pharmaceuticals, Inc",67.96,2014-12-08,1,156257318,2014,0,drug-invokana 459 | 457,10248795,Xarelto,Xarelto,5045857810,t,f,0,1300038,CA,100000000232,"Janssen Pharmaceuticals, Inc",1.91,2014-02-14,1,156257326,2014,0,drug-xarelto 460 | 458,10248799,,Xarelto,5045857810,,f,0,1300038,CA,100000000232,"Janssen Pharmaceuticals, Inc",27.41,2014-11-05,1,156257334,2014,0,drug-xarelto 461 | 459,10248803,Xarelto,Xarelto,5045857810,t,f,0,334777,CT,100000000232,"Janssen Pharmaceuticals, Inc",12.34,2014-09-09,1,156257342,2014,0,drug-xarelto 462 | 460,10248807,Nucynta,Nucynta,5045882002,t,f,0,718268,DE,100000000232,"Janssen Pharmaceuticals, Inc",,2014-08-04,1,156257350,2014,0,drug-nucynta 463 | 461,10248811,Xarelto,Xarelto,5045857810,t,t,,181667,VA,100000000232,"Janssen Pharmaceuticals, Inc",,2014-07-24,1,156257360,2014,0,drug-xarelto 464 | 462,10248815,Nucynta,Nucynta,5045882002,t,f,0,209542,CA,100000000232,"Janssen Pharmaceuticals, Inc",,2014-04-01,1,156257368,2014,0,drug-nucynta 465 | 463,10248819,Nucynta,Nucynta,,t,f,0,209542,CA,100000000232,"Janssen Pharmaceuticals, Inc",3.82,2014-07-02,1,156257376,2014,0,drug-nucynta 466 | 464,10248823,Nucynta,Nucynta,5045882002,t,f,0,209542,CA,100000000232,"Janssen Pharmaceuticals, Inc",11.14,2014-08-21,1,156257384,2014,0,drug-nucynta 467 | 465,10248827,Nucynta,Nucynta,5045882002,t,f,0,209542,CA,100000000232,,4.54,2014-09-30,1,156257392,2014,0,drug-nucynta 468 | 466,10248831,Xarelto,Xarelto,5045857810,t,f,0,176669,NJ,100000000232,"Janssen Pharmaceuticals, Inc",13,2014-12-20,1,156257414,2014,0,drug-xarelto 469 | 467,10248835,Xarelto,Xarelto,5045857810,t,f,0,294522,OH,100000000232,"Janssen Pharmaceuticals, Inc",14.24,2014-10-28,1,156257422,2014,0,drug-xarelto 470 | 468,10248839,Xarelto,Xarelto,5045857810,t,f,0,258565,MI,100000000232,"Janssen Pharmaceuticals, Inc",14.15,2014-10-29,1,156257430,2014,0,drug-xarelto 471 | 469,10248843,Xarelto,Xarelto,5045857810,t,f,0,563052,OH,100000000232,"Janssen Pharmaceuticals, Inc",17.1,2014-06-12,1,156257438,2014,0,drug-xarelto 472 | 470,10248847,Simponi,Simponi,5789407001,t,t,0,306348,OH,100000000329,"Janssen Biotech, Inc.",14.88,2014-05-16,1,156257446,2014,0,drug-simponi 473 | 471,10248851,Simponi,Simponi,5789407001,t,,0,306348,OH,100000000329,,4.06,2014-11-07,1,156257454,2014,0,drug-simponi 474 | 472,10248855,Olysio,Olysio,5967626140,t,f,0,,TX,100000000325,"Janssen Products, LP",77.94,2014-05-08,1,156257464,2014,0,drug-olysio 475 | 473,10248859,Remicade,Remicade,5789403001,t,t,,320822,TX,100000000329,"Janssen Biotech, Inc.",9.97,2014-03-26,1,156257472,2014,0,drug-remicade 476 | 474,10248863,Invokana,Invokana,5045814001,t,f,0,231381,GA,100000000232,"Janssen Pharmaceuticals, Inc",40,2014-11-14,1,156257478,2014,0, 477 | 475,10248867,Xarelto,Xarelto,5045857810,t,,0,54282,IL,100000000232,"Janssen Pharmaceuticals, Inc",2.26,2014-05-21,1,156257488,2014,0, 478 | 476,10248871,Nucynta,Nucynta,5045882002,t,f,0,5198,LA,100000000232,"Janssen Pharmaceuticals, Inc",16.97,2014-04-29,1,156257496,2014,0, 479 | 477,10248875,Simponi Aria,Simponi Aria,5789435089,t,t,0,63383,NY,100000000329,"Janssen Biotech, Inc.",28.26,2014-03-27,1,156257512,2014,0, 480 | 478,10248879,,Simponi Aria,5789435089,t,t,0,63383,NY,100000000329,"Janssen Biotech, Inc.",3.39,2014-01-16,1,156257520,2014,0,drug-simponi-aria 481 | 479,10248883,Simponi Aria,Simponi Aria,5789435089,t,t,0,63383,NY,100000000329,"Janssen Biotech, Inc.",2.06,2014-02-13,1,156257528,2014,0,drug-simponi-aria 482 | 480,10248887,Simponi Aria,Simponi Aria,5789435089,t,t,0,63383,NY,100000000329,"Janssen Biotech, Inc.",2.59,2014-06-23,1,156257536,2014,0,drug-simponi-aria 483 | 481,10248891,Simponi Aria,Simponi Aria,,t,t,0,63383,NY,100000000329,"Janssen Biotech, Inc.",,2014-03-07,1,156257544,2014,0,drug-simponi-aria 484 | 482,10248895,Simponi Aria,Simponi Aria,5789406002,t,t,0,63383,NY,100000000329,"Janssen Biotech, Inc.",,2014-05-22,1,156257552,2014,0,drug-simponi-aria 485 | 483,10248899,Simponi Aria,Simponi Aria,5789406002,t,,0,63383,NY,100000000329,"Janssen Biotech, Inc.",,2014-10-09,1,156257560,2014,0,drug-simponi-aria 486 | 484,10248903,Simponi Aria,Simponi Aria,5789406002,t,t,0,63383,NY,100000000329,"Janssen Biotech, Inc.",,2014-12-04,1,156257568,2014,0,drug-simponi-aria 487 | 485,,Simponi Aria,Simponi Aria,5789435089,t,f,0,63383,NY,100000000329,"Janssen Biotech, Inc.",85.13,,1,156257576,2014,0,drug-simponi-aria 488 | 486,10248911,Simponi Aria,Simponi Aria,5789435089,t,f,0,63383,NY,100000000329,"Janssen Biotech, Inc.",11.25,2014-11-12,1,156257584,2014,0,drug-simponi-aria 489 | 487,10248915,Invokana,Invokana,5045814001,t,t,0,8341,MI,100000000232,,4.44,2014-09-12,1,156257594,2014,0,drug-invokana 490 | 488,10248919,,Xarelto,5045857810,t,f,0,1108740,TN,100000000232,"Janssen Pharmaceuticals, Inc",9.98,2014-04-07,1,156257602,2014,0,drug-xarelto 491 | 489,10248923,Invokana,Invokana,5045814001,t,t,0,11095,NJ,100000000232,"Janssen Pharmaceuticals, Inc",13.66,2014-03-27,1,156257610,2014,0,drug-invokana 492 | 490,10248927,Xarelto,Xarelto,5045857810,t,f,0,11095,NJ,100000000232,"Janssen Pharmaceuticals, Inc",2.3,2014-03-31,1,156257618,2014,0,drug-xarelto 493 | 491,10248931,Olysio,Olysio,5967622896,t,f,0,198127,NJ,100000000232,"Janssen Pharmaceuticals, Inc",3000,2014-03-31,1,156257630,2014,0,drug-olysio 494 | 492,10248935,Olysio,Olysio,5967623168,t,f,0,198127,NJ,100000000325,"Janssen Products, LP",1500,2014-06-16,1,156257638,2014,0,drug-olysio 495 | 493,10248939,Olysio,Olysio,,t,f,0,198127,NJ,100000000325,"Janssen Products, LP",139.98,2014-05-13,1,156257646,2014,0,drug-olysio 496 | 494,10248943,Olysio,Olysio,5967626433,t,f,0,198127,NJ,100000000325,"Janssen Products, LP",61,2014-05-27,1,156257654,2014,0, 497 | 495,10248947,Prezista,Prezista,5967656101,t,f,0,198127,NJ,100000000329,"Janssen Biotech, Inc.",23.08,2014-07-22,1,156257662,2014,0,drug-prezista 498 | 496,10248951,Prezista,Prezista,5967656101,t,f,0,198127,NJ,100000000325,"Janssen Products, LP",2500,2014-10-24,1,156257670,2014,0,drug-prezista 499 | 497,10248955,Prezista,Prezista,5967656101,t,f,0,198127,NJ,100000000325,"Janssen Products, LP",30,2014-05-16,1,156257678,2014,0,drug-prezista 500 | 498,10248959,Xarelto,Xarelto,5045857810,t,f,0,3174,VA,100000000232,"Janssen Pharmaceuticals, Inc",13.99,2014-01-10,1,156257694,2014,0,drug-xarelto 501 | 499,10248963,Zytiga,Zytiga,5789415012,t,t,0,176521,PA,100000000329,"Janssen Biotech, Inc.",13.03,2014-10-14,1,156257702,2014,0,drug-zytiga 502 | -------------------------------------------------------------------------------- /src/utils/sample.csv: -------------------------------------------------------------------------------- 1 | ,id,product_name,original_product_name,product_ndc,product_is_drug,payment_has_many,teaching_hospital_id,physician_profile_id,recipient_state,applicable_manufacturer_or_applicable_gpo_making_payment_id,applicable_manufacturer_or_applicable_gpo_making_payment_name,total_amount_of_payment_usdollars,date_of_payment,number_of_payments_included_in_total_amount,general_transaction_id,program_year,teaching_hospital_ccn,product_slug 2 | 0,10306870,Invokana,Invokana,5045814001.0,t,t,0,172367,GA,100000000232,"Janssen Pharmaceuticals, Inc",20.0,2014-05-06,1,156381932,2014,0,drug-invokana 3 | 1,10306874,Invokana,Invokana,5045814001.0,t,t,0,172367,GA,100000000232,"Janssen Pharmaceuticals, Inc",20.0,2014-08-11,1,156381940,2014,0,drug-invokana 4 | 2,10306878,Invokana,Invokana,5045814001.0,t,t,0,172367,GA,100000000232,"Janssen Pharmaceuticals, Inc",18.75,2014-10-13,1,156381948,2014,0,drug-invokana 5 | 3,10306882,Xarelto,Xarelto,5045857810.0,t,f,0,195830,AL,100000000232,"Janssen Pharmaceuticals, Inc",14.0,2014-09-11,1,156381958,2014,0,drug-xarelto 6 | 4,10306886,Xarelto,Xarelto,5045857810.0,t,f,0,1094781,CA,100000000232,"Janssen Pharmaceuticals, Inc",26.67,2014-11-14,1,156381970,2014,0,drug-xarelto 7 | 5,10306890,Xarelto,Xarelto,5045857810.0,t,f,0,272410,MI,100000000232,"Janssen Pharmaceuticals, Inc",11.24,2014-08-14,1,156381978,2014,0,drug-xarelto 8 | 6,10306894,Invokana,Invokana,5045814001.0,t,t,0,51905,NC,100000000232,"Janssen Pharmaceuticals, Inc",10.28,2014-04-29,1,156381986,2014,0,drug-invokana 9 | 7,10306898,Invokana,Invokana,5045814001.0,t,t,0,304151,IL,100000000232,"Janssen Pharmaceuticals, Inc",9.84,2014-04-03,1,156381994,2014,0,drug-invokana 10 | 8,10306902,Xarelto,Xarelto,5045857810.0,t,f,0,304151,IL,100000000232,"Janssen Pharmaceuticals, Inc",99.0,2014-12-22,1,156382002,2014,0,drug-xarelto 11 | 9,10306906,Invokana,Invokana,5045814001.0,t,f,0,21830,LA,100000000232,"Janssen Pharmaceuticals, Inc",125.0,2014-02-18,1,156382010,2014,0,drug-invokana 12 | 10,10306910,Xarelto,Xarelto,5045857810.0,t,f,0,21830,LA,100000000232,"Janssen Pharmaceuticals, Inc",1900.0,2014-10-03,1,156382018,2014,0,drug-xarelto 13 | 11,10306914,Xarelto,Xarelto,5045857810.0,t,f,0,21830,LA,100000000232,"Janssen Pharmaceuticals, Inc",61.72,2014-10-15,1,156382026,2014,0,drug-xarelto 14 | 12,10306918,Xarelto,Xarelto,5045857810.0,t,t,0,332119,KS,100000000232,"Janssen Pharmaceuticals, Inc",6.73,2014-09-03,1,156382036,2014,0,drug-xarelto 15 | 13,10306922,Xarelto,Xarelto,5045857810.0,t,f,0,346758,CA,100000000232,"Janssen Pharmaceuticals, Inc",6.94,2014-02-06,1,156382044,2014,0,drug-xarelto 16 | 14,10306926,Xarelto,Xarelto,5045857810.0,t,f,0,346758,CA,100000000232,"Janssen Pharmaceuticals, Inc",2.01,2014-01-07,1,156382052,2014,0,drug-xarelto 17 | 15,10306930,Xarelto,Xarelto,5045857810.0,t,f,0,346758,CA,100000000232,"Janssen Pharmaceuticals, Inc",15.01,2014-04-24,1,156382060,2014,0,drug-xarelto 18 | 16,10306934,Xarelto,Xarelto,5045857810.0,t,f,0,346758,CA,100000000232,"Janssen Pharmaceuticals, Inc",11.9,2014-07-24,1,156382068,2014,0,drug-xarelto 19 | 17,10306938,Xarelto,Xarelto,5045857810.0,t,f,0,346758,CA,100000000232,"Janssen Pharmaceuticals, Inc",21.17,2014-09-08,1,156382076,2014,0,drug-xarelto 20 | 18,10306942,Xarelto,Xarelto,5045857810.0,t,f,0,101520,RI,100000000232,"Janssen Pharmaceuticals, Inc",16.89,2014-01-24,1,156382084,2014,0,drug-xarelto 21 | 19,10306946,Xarelto,Xarelto,5045857810.0,t,f,0,101520,RI,100000000232,"Janssen Pharmaceuticals, Inc",12.93,2014-04-26,1,156382092,2014,0,drug-xarelto 22 | 20,10306950,Xarelto,Xarelto,5045857810.0,t,f,0,101520,RI,100000000232,"Janssen Pharmaceuticals, Inc",7.39,2014-08-21,1,156382100,2014,0,drug-xarelto 23 | 21,10306954,Invokana,Invokana,5045814001.0,t,t,0,267941,MI,100000000232,"Janssen Pharmaceuticals, Inc",12.54,2014-02-10,1,156382108,2014,0,drug-invokana 24 | 22,10306958,Invokana,Invokana,5045814001.0,t,t,0,267941,MI,100000000232,"Janssen Pharmaceuticals, Inc",15.56,2014-02-17,1,156382116,2014,0,drug-invokana 25 | 23,10306962,Invokana,Invokana,5045814001.0,t,t,0,267941,MI,100000000232,"Janssen Pharmaceuticals, Inc",14.54,2014-05-09,1,156382124,2014,0,drug-invokana 26 | 24,10306966,Invokana,Invokana,5045814001.0,t,f,0,267941,MI,100000000232,"Janssen Pharmaceuticals, Inc",1900.0,2014-03-31,1,156382132,2014,0,drug-invokana 27 | 25,10306970,Invokana,Invokana,5045814001.0,t,f,0,267941,MI,100000000232,"Janssen Pharmaceuticals, Inc",2500.0,2014-02-10,1,156382140,2014,0,drug-invokana 28 | 26,10306974,Invokana,Invokana,5045814001.0,t,f,0,267941,MI,100000000232,"Janssen Pharmaceuticals, Inc",1250.0,2014-04-23,1,156382148,2014,0,drug-invokana 29 | 27,10306978,Invokana,Invokana,5045814001.0,t,f,0,267941,MI,100000000232,"Janssen Pharmaceuticals, Inc",2500.0,2014-06-25,1,156382156,2014,0,drug-invokana 30 | 28,10306982,Invokana,Invokana,5045814001.0,t,f,0,267941,MI,100000000232,"Janssen Pharmaceuticals, Inc",1900.0,2014-06-06,1,156382164,2014,0,drug-invokana 31 | 29,10306986,Invokana,Invokana,5045814001.0,t,f,0,267941,MI,100000000232,"Janssen Pharmaceuticals, Inc",747.38,2014-01-30,1,156382172,2014,0,drug-invokana 32 | 30,10306990,Invokana,Invokana,5045814001.0,t,f,0,267941,MI,100000000232,"Janssen Pharmaceuticals, Inc",747.38,2014-05-07,1,156382180,2014,0,drug-invokana 33 | 31,10306994,Invokana,Invokana,5045814001.0,t,f,0,267941,MI,100000000232,"Janssen Pharmaceuticals, Inc",78.63,2014-01-30,1,156382188,2014,0,drug-invokana 34 | 32,10306998,Invokana,Invokana,5045814001.0,t,f,0,267941,MI,100000000232,"Janssen Pharmaceuticals, Inc",120.0,2014-05-14,1,156382196,2014,0,drug-invokana 35 | 33,10307002,Invokana,Invokana,5045814001.0,t,f,0,267941,MI,100000000232,"Janssen Pharmaceuticals, Inc",125.0,2014-06-24,1,156382204,2014,0,drug-invokana 36 | 34,10307006,Invokana,Invokana,5045814001.0,t,f,0,267941,MI,100000000232,"Janssen Pharmaceuticals, Inc",23.02,2014-03-17,1,156382212,2014,0,drug-invokana 37 | 35,10307010,Invokana,Invokana,5045814001.0,t,f,0,267941,MI,100000000232,"Janssen Pharmaceuticals, Inc",33.6,2014-05-23,1,156382220,2014,0,drug-invokana 38 | 36,10307014,Invokana,Invokana,5045814001.0,t,f,0,267941,MI,100000000232,"Janssen Pharmaceuticals, Inc",71.4,2014-06-27,1,156382228,2014,0,drug-invokana 39 | 37,10307018,Invokana,Invokana,5045814001.0,t,f,0,267941,MI,100000000232,"Janssen Pharmaceuticals, Inc",2500.0,2014-09-12,1,156382236,2014,0,drug-invokana 40 | 38,10307022,Invokana,Invokana,5045814001.0,t,f,0,267941,MI,100000000232,"Janssen Pharmaceuticals, Inc",1900.0,2014-09-05,1,156382244,2014,0,drug-invokana 41 | 39,10307026,Invokana,Invokana,5045814001.0,t,f,0,267941,MI,100000000232,"Janssen Pharmaceuticals, Inc",5000.0,2014-09-05,1,156382252,2014,0,drug-invokana 42 | 40,10307030,Invokana,Invokana,5045814001.0,t,f,0,267941,MI,100000000232,"Janssen Pharmaceuticals, Inc",75.0,2014-09-05,1,156382260,2014,0,drug-invokana 43 | 41,10307034,Invokana,Invokana,5045814001.0,t,f,0,267941,MI,100000000232,"Janssen Pharmaceuticals, Inc",75.0,2014-09-05,1,156382268,2014,0,drug-invokana 44 | 42,10307038,Invokana,Invokana,5045814001.0,t,f,0,267941,MI,100000000232,"Janssen Pharmaceuticals, Inc",30.3,2014-07-16,1,156382276,2014,0,drug-invokana 45 | 43,10307042,Invokana,Invokana,5045814001.0,t,f,0,267941,MI,100000000232,"Janssen Pharmaceuticals, Inc",78.4,2014-08-08,1,156382284,2014,0,drug-invokana 46 | 44,10307046,Invokana,Invokana,5045814001.0,t,f,0,267941,MI,100000000232,"Janssen Pharmaceuticals, Inc",31.5,2014-09-05,1,156382292,2014,0,drug-invokana 47 | 45,10307050,Invokana,Invokana,5045814001.0,t,f,0,267941,MI,100000000232,"Janssen Pharmaceuticals, Inc",2500.0,2014-10-08,1,156382300,2014,0,drug-invokana 48 | 46,10307054,Invokana,Invokana,5045814001.0,t,f,0,267941,MI,100000000232,"Janssen Pharmaceuticals, Inc",2500.0,2014-11-07,1,156382308,2014,0,drug-invokana 49 | 47,10307058,Invokana,Invokana,5045814001.0,t,f,0,267941,MI,100000000232,"Janssen Pharmaceuticals, Inc",687.78,2014-10-20,1,156382316,2014,0,drug-invokana 50 | 48,10307254,Xarelto,Xarelto,5045857810.0,t,t,0,15989,CA,100000000232,"Janssen Pharmaceuticals, Inc",11.39,2014-08-06,1,156382784,2014,0,drug-xarelto 51 | 49,10307062,Invokana,Invokana,5045814001.0,t,f,0,267941,MI,100000000232,"Janssen Pharmaceuticals, Inc",79.92,2014-11-26,1,156382324,2014,0,drug-invokana 52 | 50,10307066,Invokana,Invokana,5045814403.0,t,f,0,267941,MI,100000000232,"Janssen Pharmaceuticals, Inc",2500.0,2014-01-13,1,156382332,2014,0,drug-invokana 53 | 51,10307070,Invokana,Invokana,5045814001.0,t,t,0,267941,MI,100000000232,"Janssen Pharmaceuticals, Inc",16.51,2014-06-19,1,156382340,2014,0,drug-invokana 54 | 52,10307074,Xarelto,Xarelto,5045857810.0,t,f,0,154004,NJ,100000000232,"Janssen Pharmaceuticals, Inc",14.3,2014-05-02,1,156382352,2014,0,drug-xarelto 55 | 53,10307078,Xarelto,Xarelto,5045857810.0,t,t,0,333620,FL,100000000232,"Janssen Pharmaceuticals, Inc",14.14,2014-05-15,1,156382360,2014,0,drug-xarelto 56 | 54,10307082,Invokana,Invokana,5045814001.0,t,t,0,37372,TN,100000000232,"Janssen Pharmaceuticals, Inc",2.54,2014-01-28,1,156382382,2014,0,drug-invokana 57 | 55,10307086,Xarelto,Xarelto,5045857810.0,t,t,0,37372,TN,100000000232,"Janssen Pharmaceuticals, Inc",13.79,2014-08-01,1,156382390,2014,0,drug-xarelto 58 | 56,10307090,Invokana,Invokana,5045814001.0,t,t,0,118994,GA,100000000232,"Janssen Pharmaceuticals, Inc",13.6,2014-07-22,1,156382408,2014,0,drug-invokana 59 | 57,10307094,Invega Sustenna,Invega Sustenna,5045856001.0,t,f,0,181073,OH,100000000232,"Janssen Pharmaceuticals, Inc",17.74,2014-02-05,1,156382416,2014,0,drug-invega-sustenna 60 | 58,10307098,Invega Sustenna,Invega Sustenna,5045856001.0,t,f,0,181073,OH,100000000232,"Janssen Pharmaceuticals, Inc",9.74,2014-03-31,1,156382424,2014,0,drug-invega-sustenna 61 | 59,10307102,Invega Sustenna,Invega Sustenna,5045856001.0,t,f,0,181073,OH,100000000232,"Janssen Pharmaceuticals, Inc",11.7,2014-05-16,1,156382432,2014,0,drug-invega-sustenna 62 | 60,10307106,Invega Sustenna,Invega Sustenna,5045856001.0,t,f,0,181073,OH,100000000232,"Janssen Pharmaceuticals, Inc",81.99,2014-12-11,1,156382440,2014,0,drug-invega-sustenna 63 | 61,10307110,Xarelto,Xarelto,5045857810.0,t,t,0,278575,MI,100000000232,"Janssen Pharmaceuticals, Inc",10.38,2014-02-11,1,156382448,2014,0,drug-xarelto 64 | 62,10307114,Xarelto,Xarelto,5045857810.0,t,f,0,278575,MI,100000000232,"Janssen Pharmaceuticals, Inc",16.09,2014-03-10,1,156382456,2014,0,drug-xarelto 65 | 63,10307118,Xarelto,Xarelto,5045857810.0,t,f,0,278575,MI,100000000232,"Janssen Pharmaceuticals, Inc",14.73,2014-11-14,1,156382464,2014,0,drug-xarelto 66 | 64,10307122,Xarelto,Xarelto,5045857810.0,t,f,0,101267,NE,100000000232,"Janssen Pharmaceuticals, Inc",2.01,2014-02-14,1,156382472,2014,0,drug-xarelto 67 | 65,10307126,Simponi Aria,Simponi Aria,5789406002.0,t,t,0,38042,MS,100000000329,"Janssen Biotech, Inc.",16.6,2014-06-05,1,156382482,2014,0,drug-simponi-aria 68 | 66,10307130,Invokana,Invokana,5045814001.0,t,t,0,360021,MO,100000000232,"Janssen Pharmaceuticals, Inc",11.55,2014-02-10,1,156382490,2014,0,drug-invokana 69 | 67,10307134,Invokana,Invokana,5045814001.0,t,t,0,360021,MO,100000000232,"Janssen Pharmaceuticals, Inc",9.95,2014-08-29,1,156382498,2014,0,drug-invokana 70 | 68,10307138,Invokana,Invokana,5045814001.0,t,f,0,360021,MO,100000000232,"Janssen Pharmaceuticals, Inc",99.99,2014-07-28,1,156382506,2014,0,drug-invokana 71 | 69,10307142,Xarelto,Xarelto,5045857810.0,t,t,0,206531,AR,100000000232,"Janssen Pharmaceuticals, Inc",11.36,2014-05-01,1,156382514,2014,0,drug-xarelto 72 | 70,10307146,Invega Sustenna,Invega Sustenna,5045856001.0,t,f,0,1059338,MD,100000000232,"Janssen Pharmaceuticals, Inc",23.06,2014-10-07,1,156382530,2014,0,drug-invega-sustenna 73 | 71,10307150,Nucynta,Nucynta,5045882002.0,t,f,0,318543,NC,100000000232,"Janssen Pharmaceuticals, Inc",9.66,2014-09-03,1,156382538,2014,0,drug-nucynta 74 | 72,10307154,Xarelto,Xarelto,5045857810.0,t,f,0,189013,PA,100000000232,"Janssen Pharmaceuticals, Inc",18.83,2014-04-21,1,156382552,2014,0,drug-xarelto 75 | 73,10307158,Xarelto,Xarelto,5045857810.0,t,f,0,189013,PA,100000000232,"Janssen Pharmaceuticals, Inc",15.11,2014-06-20,1,156382560,2014,0,drug-xarelto 76 | 74,10307162,Xarelto,Xarelto,5045857810.0,t,f,0,189013,PA,100000000232,"Janssen Pharmaceuticals, Inc",14.16,2014-08-11,1,156382568,2014,0,drug-xarelto 77 | 75,10307166,Xarelto,Xarelto,5045857810.0,t,f,0,189013,PA,100000000232,"Janssen Pharmaceuticals, Inc",15.63,2014-10-14,1,156382576,2014,0,drug-xarelto 78 | 76,10307170,Xarelto,Xarelto,5045857810.0,t,f,0,393327,CA,100000000232,"Janssen Pharmaceuticals, Inc",145.7,2014-06-16,1,156382584,2014,0,drug-xarelto 79 | 77,10307174,Invokana,Invokana,5045814001.0,t,t,0,283976,IA,100000000232,"Janssen Pharmaceuticals, Inc",14.34,2014-04-16,1,156382594,2014,0,drug-invokana 80 | 78,10307178,Xarelto,Xarelto,5045857810.0,t,t,0,283976,IA,100000000232,"Janssen Pharmaceuticals, Inc",0.9,2014-06-30,1,156382602,2014,0,drug-xarelto 81 | 79,10307182,Invokana,Invokana,5045814001.0,t,t,0,283976,IA,100000000232,"Janssen Pharmaceuticals, Inc",11.82,2014-07-24,1,156382610,2014,0,drug-invokana 82 | 80,10307186,Invokana,Invokana,5045814001.0,t,t,0,283976,IA,100000000232,"Janssen Pharmaceuticals, Inc",10.59,2014-10-06,1,156382618,2014,0,drug-invokana 83 | 81,10307190,Xarelto,Xarelto,5045857810.0,t,t,0,283976,IA,100000000232,"Janssen Pharmaceuticals, Inc",10.44,2014-07-15,1,156382626,2014,0,drug-xarelto 84 | 82,10307194,Xarelto,Xarelto,5045857810.0,t,t,0,331712,AL,100000000232,"Janssen Pharmaceuticals, Inc",3.83,2014-06-12,1,156382634,2014,0,drug-xarelto 85 | 83,10307198,Invokana,Invokana,5045814001.0,t,t,0,331712,AL,100000000232,"Janssen Pharmaceuticals, Inc",5.11,2014-01-24,1,156382642,2014,0,drug-invokana 86 | 84,10307202,Xarelto,Xarelto,5045857810.0,t,t,0,331712,AL,100000000232,"Janssen Pharmaceuticals, Inc",5.08,2014-02-07,1,156382650,2014,0,drug-xarelto 87 | 85,10307206,Xarelto,Xarelto,5045857810.0,t,t,0,331712,AL,100000000232,"Janssen Pharmaceuticals, Inc",2.57,2014-04-02,1,156382658,2014,0,drug-xarelto 88 | 86,10307210,Invokana,Invokana,5045814001.0,t,t,0,331712,AL,100000000232,"Janssen Pharmaceuticals, Inc",2.96,2014-07-25,1,156382666,2014,0,drug-invokana 89 | 87,10307214,Xarelto,Xarelto,5045857810.0,t,t,0,331712,AL,100000000232,"Janssen Pharmaceuticals, Inc",3.45,2014-10-30,1,156382674,2014,0,drug-xarelto 90 | 88,10307218,Xarelto,Xarelto,5045857810.0,t,f,0,331712,AL,100000000232,"Janssen Pharmaceuticals, Inc",5.94,2014-09-08,1,156382682,2014,0,drug-xarelto 91 | 89,10307222,Xarelto,Xarelto,5045857810.0,t,t,0,141147,TX,100000000232,"Janssen Pharmaceuticals, Inc",19.49,2014-02-12,1,156382714,2014,0,drug-xarelto 92 | 90,10307226,Xarelto,Xarelto,5045857810.0,t,t,0,141147,TX,100000000232,"Janssen Pharmaceuticals, Inc",4.34,2014-08-11,1,156382722,2014,0,drug-xarelto 93 | 91,10307230,Invega Sustenna,Invega Sustenna,5045856001.0,t,t,0,216346,OH,100000000232,"Janssen Pharmaceuticals, Inc",1.56,2014-05-22,1,156382730,2014,0,drug-invega-sustenna 94 | 92,10307234,Invokana,Invokana,5045814001.0,t,t,0,92126,KS,100000000232,"Janssen Pharmaceuticals, Inc",10.01,2014-06-02,1,156382738,2014,0,drug-invokana 95 | 93,10307238,Invokana,Invokana,5045814001.0,t,t,0,360779,SC,100000000232,"Janssen Pharmaceuticals, Inc",12.3,2014-03-05,1,156382746,2014,0,drug-invokana 96 | 94,10307242,Xarelto,Xarelto,5045857810.0,t,f,0,360779,SC,100000000232,"Janssen Pharmaceuticals, Inc",15.34,2014-07-08,1,156382754,2014,0,drug-xarelto 97 | 95,10307246,Invokana,Invokana,5045814001.0,t,t,0,73748,OH,100000000232,"Janssen Pharmaceuticals, Inc",8.07,2014-07-17,1,156382764,2014,0,drug-invokana 98 | 96,10307250,Xarelto,Xarelto,5045857810.0,t,t,0,15989,CA,100000000232,"Janssen Pharmaceuticals, Inc",10.5,2014-05-29,1,156382776,2014,0,drug-xarelto 99 | 97,10307258,Stelara,Stelara,5789406002.0,t,f,0,98148,WA,100000000329,"Janssen Biotech, Inc.",8.86,2014-08-27,1,156382792,2014,0,drug-stelara 100 | 98,10307262,Xarelto,Xarelto,5045857810.0,t,f,0,891713,IA,100000000232,"Janssen Pharmaceuticals, Inc",36.24,2014-11-20,1,156382800,2014,0,drug-xarelto 101 | 99,10307266,Invokana,Invokana,5045814001.0,t,t,0,144665,LA,100000000232,"Janssen Pharmaceuticals, Inc",18.17,2014-11-12,1,156382808,2014,0,drug-invokana 102 | 100,10307270,Invokana,Invokana,5045814001.0,t,t,0,144665,LA,100000000232,"Janssen Pharmaceuticals, Inc",15.16,2014-01-29,1,156382816,2014,0,drug-invokana 103 | 101,10307274,Xarelto,Xarelto,5045857810.0,t,f,0,223647,OR,100000000232,"Janssen Pharmaceuticals, Inc",12.16,2014-11-10,1,156382824,2014,0,drug-xarelto 104 | 102,10307278,Xarelto,Xarelto,5045857810.0,t,f,0,281525,CA,100000000232,"Janssen Pharmaceuticals, Inc",2.79,2014-03-04,1,156382832,2014,0,drug-xarelto 105 | 103,10307282,Xarelto,Xarelto,5045857810.0,t,f,0,281525,CA,100000000232,"Janssen Pharmaceuticals, Inc",18.69,2014-07-22,1,156382840,2014,0,drug-xarelto 106 | 104,10307286,Xarelto,Xarelto,5045857810.0,t,f,0,281525,CA,100000000232,"Janssen Pharmaceuticals, Inc",13.04,2014-10-17,1,156382848,2014,0,drug-xarelto 107 | 105,10307290,Nucynta,Nucynta,5045882002.0,t,f,0,17487,MS,100000000232,"Janssen Pharmaceuticals, Inc",12.23,2014-03-18,1,156382856,2014,0,drug-nucynta 108 | 106,10307294,Nucynta,Nucynta,5045882002.0,t,f,0,17487,MS,100000000232,"Janssen Pharmaceuticals, Inc",11.59,2014-09-04,1,156382864,2014,0,drug-nucynta 109 | 107,10307298,Xarelto,Xarelto,5045857810.0,t,t,0,116116,CA,100000000232,"Janssen Pharmaceuticals, Inc",19.36,2014-06-23,1,156382874,2014,0,drug-xarelto 110 | 108,10307302,Xarelto,Xarelto,5045857810.0,t,f,0,116116,CA,100000000232,"Janssen Pharmaceuticals, Inc",3.32,2014-04-23,1,156382882,2014,0,drug-xarelto 111 | 109,10307306,Xarelto,Xarelto,5045857810.0,t,f,0,116116,CA,100000000232,"Janssen Pharmaceuticals, Inc",25.71,2014-09-29,1,156382890,2014,0,drug-xarelto 112 | 110,10307310,Xarelto,Xarelto,5045857810.0,t,f,0,305522,GA,100000000232,"Janssen Pharmaceuticals, Inc",5.91,2014-02-04,1,156382898,2014,0,drug-xarelto 113 | 111,10307314,Xarelto,Xarelto,5045857810.0,t,t,0,185142,GA,100000000232,"Janssen Pharmaceuticals, Inc",8.69,2014-07-21,1,156382908,2014,0,drug-xarelto 114 | 112,10307318,Stelara,Stelara,5789406002.0,t,f,0,126359,PA,100000000332,"Janssen Scientific Affairs, LLC",29.5,2014-01-23,1,156382920,2014,0,drug-stelara 115 | 113,10307322,Xarelto,Xarelto,5045857810.0,t,f,0,161483,CA,100000000232,"Janssen Pharmaceuticals, Inc",20.46,2014-09-10,1,156382928,2014,0,drug-xarelto 116 | 114,10307326,Xarelto,Xarelto,5045857810.0,t,f,0,302928,VA,100000000232,"Janssen Pharmaceuticals, Inc",12.51,2014-09-18,1,156382936,2014,0,drug-xarelto 117 | 115,10307330,Invokana,Invokana,5045814001.0,t,f,0,89803,IL,100000000232,"Janssen Pharmaceuticals, Inc",122.78,2014-08-26,1,156382954,2014,0,drug-invokana 118 | 116,10307334,Xarelto,Xarelto,5045857810.0,t,t,0,89803,IL,100000000232,"Janssen Pharmaceuticals, Inc",6.76,2014-12-19,1,156382962,2014,0,drug-xarelto 119 | 117,10307338,Invokana,Invokana,5045814001.0,t,t,0,306952,SD,100000000232,"Janssen Pharmaceuticals, Inc",8.89,2014-09-29,1,156382976,2014,0,drug-invokana 120 | 118,10307342,Xarelto,Xarelto,5045857810.0,t,t,0,306952,SD,100000000232,"Janssen Pharmaceuticals, Inc",6.11,2014-06-03,1,156382984,2014,0,drug-xarelto 121 | 119,10307346,Xarelto,Xarelto,5045857810.0,t,f,0,66596,NC,100000000232,"Janssen Pharmaceuticals, Inc",13.31,2014-03-25,1,156382992,2014,0,drug-xarelto 122 | 120,10307350,Invokana,Invokana,5045814001.0,t,t,0,279423,GA,100000000232,"Janssen Pharmaceuticals, Inc",15.52,2014-02-04,1,156383002,2014,0,drug-invokana 123 | 121,10307354,Xarelto,Xarelto,5045857810.0,t,t,0,263204,KY,100000000232,"Janssen Pharmaceuticals, Inc",17.16,2014-01-23,1,156383014,2014,0,drug-xarelto 124 | 122,10307358,Xarelto,Xarelto,5045857810.0,t,t,0,263204,KY,100000000232,"Janssen Pharmaceuticals, Inc",11.77,2014-05-27,1,156383022,2014,0,drug-xarelto 125 | 123,10307362,Xarelto,Xarelto,5045857810.0,t,t,0,263204,KY,100000000232,"Janssen Pharmaceuticals, Inc",3.32,2014-10-28,1,156383030,2014,0,drug-xarelto 126 | 124,10307366,Invega Sustenna,Invega Sustenna,5045856001.0,t,f,0,246654,MA,100000000232,"Janssen Pharmaceuticals, Inc",7.17,2014-10-06,1,156383044,2014,0,drug-invega-sustenna 127 | 125,10307370,Xarelto,Xarelto,5045857810.0,t,f,0,207644,FL,100000000232,"Janssen Pharmaceuticals, Inc",7.7,2014-04-02,1,156383052,2014,0,drug-xarelto 128 | 126,10307374,Xarelto,Xarelto,5045857810.0,t,f,0,207644,FL,100000000232,"Janssen Pharmaceuticals, Inc",9.62,2014-08-06,1,156383060,2014,0,drug-xarelto 129 | 127,10307378,Xarelto,Xarelto,5045857810.0,t,f,0,340203,FL,100000000232,"Janssen Pharmaceuticals, Inc",8.4,2014-02-11,1,156383068,2014,0,drug-xarelto 130 | 128,10307382,Invokana,Invokana,5045814001.0,t,t,0,261196,NC,100000000232,"Janssen Pharmaceuticals, Inc",12.65,2014-07-24,1,156383076,2014,0,drug-invokana 131 | 129,10307386,Xarelto,Xarelto,5045857810.0,t,t,0,1193853,NC,100000000232,"Janssen Pharmaceuticals, Inc",13.15,2014-10-07,1,156383084,2014,0,drug-xarelto 132 | 130,10307390,Xarelto,Xarelto,5045857810.0,t,f,0,140401,GA,100000000232,"Janssen Pharmaceuticals, Inc",12.2,2014-10-14,1,156383096,2014,0,drug-xarelto 133 | 131,10307394,Invokana,Invokana,5045814001.0,t,t,0,167114,WV,100000000232,"Janssen Pharmaceuticals, Inc",11.27,2014-04-02,1,156383104,2014,0,drug-invokana 134 | 132,10307398,Invokana,Invokana,5045814001.0,t,t,0,167114,WV,100000000232,"Janssen Pharmaceuticals, Inc",1.04,2014-07-17,1,156383112,2014,0,drug-invokana 135 | 133,10307402,Invokana,Invokana,5045814001.0,t,t,0,167114,WV,100000000232,"Janssen Pharmaceuticals, Inc",10.74,2014-11-03,1,156383120,2014,0,drug-invokana 136 | 134,10307406,Xarelto,Xarelto,5045857810.0,t,f,0,167114,WV,100000000232,"Janssen Pharmaceuticals, Inc",15.64,2014-12-19,1,156383128,2014,0,drug-xarelto 137 | 135,10307410,Xarelto,Xarelto,5045857810.0,t,f,0,346056,PA,100000000232,"Janssen Pharmaceuticals, Inc",99.6,2014-07-15,1,156383136,2014,0,drug-xarelto 138 | 136,10307414,Xarelto,Xarelto,5045857810.0,t,t,0,204700,CA,100000000232,"Janssen Pharmaceuticals, Inc",3.61,2014-04-04,1,156383146,2014,0,drug-xarelto 139 | 137,10307418,Invokana,Invokana,5045814001.0,t,t,0,204700,CA,100000000232,"Janssen Pharmaceuticals, Inc",17.48,2014-06-11,1,156383154,2014,0,drug-invokana 140 | 138,10307422,Xarelto,Xarelto,5045857810.0,t,t,0,204700,CA,100000000232,"Janssen Pharmaceuticals, Inc",17.62,2014-07-10,1,156383162,2014,0,drug-xarelto 141 | 139,10307426,Invokana,Invokana,5045814001.0,t,t,0,204700,CA,100000000232,"Janssen Pharmaceuticals, Inc",3.5,2014-09-23,1,156383170,2014,0,drug-invokana 142 | 140,10307430,Invokana,Invokana,5045814001.0,t,f,0,204700,CA,100000000232,"Janssen Pharmaceuticals, Inc",6.11,2014-09-17,1,156383178,2014,0,drug-invokana 143 | 141,10307434,Xarelto,Xarelto,5045857810.0,t,f,0,204700,CA,100000000232,"Janssen Pharmaceuticals, Inc",3.6,2014-09-04,1,156383186,2014,0,drug-xarelto 144 | 142,10307438,Xarelto,Xarelto,5045857810.0,t,t,0,208729,FL,100000000232,"Janssen Pharmaceuticals, Inc",13.47,2014-01-07,1,156383202,2014,0,drug-xarelto 145 | 143,10307442,Xarelto,Xarelto,5045857810.0,t,t,0,206777,NE,100000000232,"Janssen Pharmaceuticals, Inc",10.23,2014-04-30,1,156383212,2014,0,drug-xarelto 146 | 144,10307446,Invega Sustenna,Invega Sustenna,5045856001.0,t,f,0,161833,MS,100000000232,"Janssen Pharmaceuticals, Inc",24.27,2014-03-27,1,156383220,2014,0,drug-invega-sustenna 147 | 145,10307450,Invokana,Invokana,5045814001.0,t,f,0,60838,WI,100000000232,"Janssen Pharmaceuticals, Inc",47.41,2014-02-19,1,156383228,2014,0,drug-invokana 148 | 146,10307454,Invokana,Invokana,5045814001.0,t,t,0,247508,MD,100000000232,"Janssen Pharmaceuticals, Inc",33.05,2014-11-20,1,156383240,2014,0,drug-invokana 149 | 147,10307458,Xarelto,Xarelto,5045857810.0,t,f,0,292153,MA,100000000232,"Janssen Pharmaceuticals, Inc",35.56,2014-10-22,1,156383248,2014,0,drug-xarelto 150 | 148,10307462,Xarelto,Xarelto,5045857810.0,t,f,0,337177,FL,100000000232,"Janssen Pharmaceuticals, Inc",11.36,2014-08-15,1,156383256,2014,0,drug-xarelto 151 | 149,10307466,Xarelto,Xarelto,5045857810.0,t,f,0,109178,OR,100000000232,"Janssen Pharmaceuticals, Inc",22.83,2014-03-17,1,156383266,2014,0,drug-xarelto 152 | 150,10307470,Xarelto,Xarelto,5045857810.0,t,t,0,163051,TX,100000000232,"Janssen Pharmaceuticals, Inc",14.01,2014-11-25,1,156383274,2014,0,drug-xarelto 153 | 151,10307474,Xarelto,Xarelto,5045857810.0,t,t,0,268694,IL,100000000232,"Janssen Pharmaceuticals, Inc",11.57,2014-02-03,1,156383282,2014,0,drug-xarelto 154 | 152,10307478,Xarelto,Xarelto,5045857810.0,t,t,0,268694,IL,100000000232,"Janssen Pharmaceuticals, Inc",17.67,2014-06-02,1,156383290,2014,0,drug-xarelto 155 | 153,10307482,Xarelto,Xarelto,5045857810.0,t,f,0,268694,IL,100000000232,"Janssen Pharmaceuticals, Inc",14.86,2014-04-08,1,156383298,2014,0,drug-xarelto 156 | 154,10307486,Xarelto,Xarelto,5045857810.0,t,f,0,268694,IL,100000000232,"Janssen Pharmaceuticals, Inc",18.29,2014-07-07,1,156383306,2014,0,drug-xarelto 157 | 155,10307490,Xarelto,Xarelto,5045857810.0,t,f,0,268694,IL,100000000232,"Janssen Pharmaceuticals, Inc",16.14,2014-10-15,1,156383314,2014,0,drug-xarelto 158 | 156,10307494,Xarelto,Xarelto,5045857810.0,t,f,0,268694,IL,100000000232,"Janssen Pharmaceuticals, Inc",0.96,2014-11-18,1,156383322,2014,0,drug-xarelto 159 | 157,10307498,Xarelto,Xarelto,5045857810.0,t,f,0,268694,IL,100000000232,"Janssen Pharmaceuticals, Inc",3.28,2014-11-18,1,156383330,2014,0,drug-xarelto 160 | 158,10307502,Xarelto,Xarelto,5045857810.0,t,f,0,277606,AZ,100000000232,"Janssen Pharmaceuticals, Inc",18.59,2014-11-03,1,156383338,2014,0,drug-xarelto 161 | 159,10307506,Xarelto,Xarelto,5045857810.0,t,f,0,8611,FL,100000000232,"Janssen Pharmaceuticals, Inc",97.14,2014-04-10,1,156383346,2014,0,drug-xarelto 162 | 160,10307510,Xarelto,Xarelto,5045857810.0,t,t,0,159834,PA,100000000232,"Janssen Pharmaceuticals, Inc",8.56,2014-06-05,1,156383356,2014,0,drug-xarelto 163 | 161,10307514,Invokana,Invokana,5045814001.0,t,t,0,159834,PA,100000000232,"Janssen Pharmaceuticals, Inc",9.59,2014-09-22,1,156383364,2014,0,drug-invokana 164 | 162,10307518,Invokana,Invokana,5045814001.0,t,f,0,159834,PA,100000000232,"Janssen Pharmaceuticals, Inc",28.5,2014-09-17,1,156383372,2014,0,drug-invokana 165 | 163,10307522,Xarelto,Xarelto,5045857810.0,t,f,0,159834,PA,100000000232,"Janssen Pharmaceuticals, Inc",11.95,2014-01-07,1,156383380,2014,0,drug-xarelto 166 | 164,10307526,Xarelto,Xarelto,5045857810.0,t,f,0,159834,PA,100000000232,"Janssen Pharmaceuticals, Inc",12.86,2014-07-24,1,156383388,2014,0,drug-xarelto 167 | 165,10307530,Xarelto,Xarelto,5045857810.0,t,f,0,159834,PA,100000000232,"Janssen Pharmaceuticals, Inc",99.95,2014-10-17,1,156383396,2014,0,drug-xarelto 168 | 166,10307534,Xarelto,Xarelto,5045857810.0,t,f,0,30539,CA,100000000232,"Janssen Pharmaceuticals, Inc",2.04,2014-03-19,1,156383624,2014,0,drug-xarelto 169 | 167,10307538,Xarelto,Xarelto,5045857810.0,t,f,0,180719,KY,100000000232,"Janssen Pharmaceuticals, Inc",2.03,2014-04-28,1,156383416,2014,0,drug-xarelto 170 | 168,10307542,Xarelto,Xarelto,5045857810.0,t,f,0,180719,KY,100000000232,"Janssen Pharmaceuticals, Inc",8.39,2014-08-05,1,156383424,2014,0,drug-xarelto 171 | 169,10307546,Invokana,Invokana,5045814001.0,t,t,0,12932,VA,100000000232,"Janssen Pharmaceuticals, Inc",14.08,2014-03-11,1,156383432,2014,0,drug-invokana 172 | 170,10307550,Invokana,Invokana,5045814001.0,t,t,0,12932,VA,100000000232,"Janssen Pharmaceuticals, Inc",6.33,2014-07-02,1,156383440,2014,0,drug-invokana 173 | 171,10307554,Xarelto,Xarelto,5045857810.0,t,f,0,327137,NY,100000000232,"Janssen Pharmaceuticals, Inc",71.95,2014-09-10,1,156383450,2014,0,drug-xarelto 174 | 172,10307558,Invega Sustenna,Invega Sustenna,5045856001.0,t,f,0,1169159,NY,100000000232,"Janssen Pharmaceuticals, Inc",99.99,2014-08-12,1,156383458,2014,0,drug-invega-sustenna 175 | 173,10307562,Invega Sustenna,Invega Sustenna,5045856001.0,t,f,0,116687,MO,100000000232,"Janssen Pharmaceuticals, Inc",4.47,2014-02-04,1,156383466,2014,0,drug-invega-sustenna 176 | 174,10307566,Invega Sustenna,Invega Sustenna,5045856001.0,t,f,0,116687,MO,100000000232,"Janssen Pharmaceuticals, Inc",5.61,2014-04-28,1,156383474,2014,0,drug-invega-sustenna 177 | 175,10307570,Invega Sustenna,Invega Sustenna,5045856001.0,t,f,0,116687,MO,100000000232,"Janssen Pharmaceuticals, Inc",69.0,2014-07-17,1,156383482,2014,0,drug-invega-sustenna 178 | 176,10307574,Invega Sustenna,Invega Sustenna,5045856001.0,t,f,0,116687,MO,100000000232,"Janssen Pharmaceuticals, Inc",6.18,2014-08-21,1,156383490,2014,0,drug-invega-sustenna 179 | 177,10307578,Invega Sustenna,Invega Sustenna,5045856001.0,t,f,0,116687,MO,100000000232,"Janssen Pharmaceuticals, Inc",7.49,2014-10-16,1,156383498,2014,0,drug-invega-sustenna 180 | 178,10307582,Invega Sustenna,Invega Sustenna,5045856001.0,t,f,0,116687,MO,100000000232,"Janssen Pharmaceuticals, Inc",6.75,2014-12-02,1,156383506,2014,0,drug-invega-sustenna 181 | 179,10307586,Invega Sustenna,Invega Sustenna,5045856001.0,t,f,0,48822,MI,100000000232,"Janssen Pharmaceuticals, Inc",10.55,2014-04-15,1,156383514,2014,0,drug-invega-sustenna 182 | 180,10307590,Invega Sustenna,Invega Sustenna,5045856001.0,t,f,0,48822,MI,100000000232,"Janssen Pharmaceuticals, Inc",13.18,2014-08-12,1,156383522,2014,0,drug-invega-sustenna 183 | 181,10307594,Invega Sustenna,Invega Sustenna,5045856001.0,t,f,0,48822,MI,100000000232,"Janssen Pharmaceuticals, Inc",0.14,2014-12-09,1,156383530,2014,0,drug-invega-sustenna 184 | 182,10307598,Invokana,Invokana,5045814001.0,t,f,0,154013,OR,100000000232,"Janssen Pharmaceuticals, Inc",12.14,2014-02-26,1,156383538,2014,0,drug-invokana 185 | 183,10307602,Invega Sustenna,Invega Sustenna,5045856001.0,t,f,0,291724,CA,100000000232,"Janssen Pharmaceuticals, Inc",18.33,2014-05-22,1,156383546,2014,0,drug-invega-sustenna 186 | 184,10307606,Xarelto,Xarelto,5045857810.0,t,f,0,183952,WV,100000000232,"Janssen Pharmaceuticals, Inc",2.11,2014-10-01,1,156383554,2014,0,drug-xarelto 187 | 185,10307610,Xarelto,Xarelto,5045857810.0,t,f,0,183952,WV,100000000232,"Janssen Pharmaceuticals, Inc",2.37,2014-11-24,1,156383562,2014,0,drug-xarelto 188 | 186,10307614,Xarelto,Xarelto,5045857810.0,t,f,0,183952,WV,100000000232,"Janssen Pharmaceuticals, Inc",2.7,2014-12-30,1,156383570,2014,0,drug-xarelto 189 | 187,10307618,Xarelto,Xarelto,5045857810.0,t,f,0,265679,TN,100000000232,"Janssen Pharmaceuticals, Inc",10.76,2014-07-23,1,156383578,2014,0,drug-xarelto 190 | 188,10307622,Xarelto,Xarelto,5045857810.0,t,f,0,235941,IL,100000000232,"Janssen Pharmaceuticals, Inc",11.12,2014-07-24,1,156383586,2014,0,drug-xarelto 191 | 189,10307626,Invokana,Invokana,5045814001.0,t,t,0,1074898,MA,100000000232,"Janssen Pharmaceuticals, Inc",19.78,2014-06-28,1,156383592,2014,0,drug-invokana 192 | 190,10307630,Simponi,Simponi,5789407001.0,t,t,0,168826,CA,100000000329,"Janssen Biotech, Inc.",9.95,2014-11-03,1,156383602,2014,0,drug-simponi 193 | 191,10307634,OLYSIO,OLYSIO,5967622528.0,t,t,0,36580,MO,100000000329,"Janssen Biotech, Inc.",24.34,2014-05-14,1,156383610,2014,0,drug-olysio 194 | 192,10307638,Invokana,Invokana,5045814001.0,t,t,0,66342,CA,100000000232,"Janssen Pharmaceuticals, Inc",15.0,2014-09-23,1,156383618,2014,0,drug-invokana 195 | 193,10307642,Xarelto,Xarelto,5045857810.0,t,f,0,30539,CA,100000000232,"Janssen Pharmaceuticals, Inc",14.83,2014-11-04,1,156383630,2014,0,drug-xarelto 196 | 194,10307646,Xarelto,Xarelto,5045857810.0,t,f,0,183481,AZ,100000000232,"Janssen Pharmaceuticals, Inc",17.85,2014-03-19,1,156383640,2014,0,drug-xarelto 197 | 195,10307650,Xarelto,Xarelto,5045857810.0,t,f,0,93504,TX,100000000232,"Janssen Pharmaceuticals, Inc",1.39,2014-09-11,1,156383648,2014,0,drug-xarelto 198 | 196,10307654,Invega Sustenna,Invega Sustenna,5045856001.0,t,f,0,267859,PA,100000000232,"Janssen Pharmaceuticals, Inc",2.1,2014-07-17,1,156383656,2014,0,drug-invega-sustenna 199 | 197,10307658,Invokana,Invokana,5045814001.0,t,f,0,346747,NJ,100000000232,"Janssen Pharmaceuticals, Inc",99.0,2014-11-19,1,156383664,2014,0,drug-invokana 200 | 198,10307662,Invokana,Invokana,5045814001.0,t,t,0,55196,CA,100000000232,"Janssen Pharmaceuticals, Inc",11.45,2014-04-22,1,156383672,2014,0,drug-invokana 201 | 199,10307666,Invega Sustenna,Invega Sustenna,5045856001.0,t,f,0,319358,DE,100000000232,"Janssen Pharmaceuticals, Inc",15.25,2014-01-23,1,156383686,2014,0,drug-invega-sustenna 202 | 200,10307670,Invega Sustenna,Invega Sustenna,5045856001.0,t,f,0,319358,DE,100000000232,"Janssen Pharmaceuticals, Inc",11.99,2014-09-11,1,156383694,2014,0,drug-invega-sustenna 203 | 201,10307674,Invega Sustenna,Invega Sustenna,5045856001.0,t,f,0,319358,DE,100000000232,"Janssen Pharmaceuticals, Inc",11.92,2014-12-18,1,156383702,2014,0,drug-invega-sustenna 204 | 202,10307678,Xarelto,Xarelto,5045857810.0,t,t,0,359479,FL,100000000232,"Janssen Pharmaceuticals, Inc",15.34,2014-06-03,1,156383710,2014,0,drug-xarelto 205 | 203,10307682,Invega Sustenna,Invega Sustenna,5045856001.0,t,f,0,120427,AZ,100000000232,"Janssen Pharmaceuticals, Inc",89.0,2014-09-04,1,156383718,2014,0,drug-invega-sustenna 206 | 204,10307686,Prezista,Prezista,5967656101.0,t,t,0,1008151,FL,100000000329,"Janssen Biotech, Inc.",15.95,2014-04-24,1,156383726,2014,0,drug-prezista 207 | 205,10307690,Xarelto,Xarelto,5045857810.0,t,t,0,769397,OH,100000000232,"Janssen Pharmaceuticals, Inc",2.19,2014-08-12,1,156383736,2014,0,drug-xarelto 208 | 206,10307694,Invokana,Invokana,5045814001.0,t,t,0,769397,OH,100000000232,"Janssen Pharmaceuticals, Inc",4.99,2014-12-05,1,156383744,2014,0,drug-invokana 209 | 207,10307698,Xarelto,Xarelto,5045857810.0,t,t,0,70442,KY,100000000232,"Janssen Pharmaceuticals, Inc",15.22,2014-08-26,1,156383760,2014,0,drug-xarelto 210 | 208,10307702,Invokana,Invokana,5045814001.0,t,t,0,70442,KY,100000000232,"Janssen Pharmaceuticals, Inc",6.21,2014-11-12,1,156383768,2014,0,drug-invokana 211 | 209,10307706,Xarelto,Xarelto,5045857810.0,t,f,0,271034,CA,100000000232,"Janssen Pharmaceuticals, Inc",3.15,2014-02-26,1,156383780,2014,0,drug-xarelto 212 | 210,10307710,Xarelto,Xarelto,5045857810.0,t,f,0,271034,CA,100000000232,"Janssen Pharmaceuticals, Inc",3.23,2014-07-10,1,156383788,2014,0,drug-xarelto 213 | 211,10307714,Xarelto,Xarelto,5045857810.0,t,f,0,337203,FL,100000000232,"Janssen Pharmaceuticals, Inc",18.07,2014-01-08,1,156383796,2014,0,drug-xarelto 214 | 212,10307718,Olysio,Olysio,5967622528.0,t,f,0,898522,MD,100000000329,"Janssen Biotech, Inc.",37.53,2014-04-24,1,156383804,2014,0,drug-olysio 215 | 213,10307722,Prezista,Prezista,5967656101.0,t,f,0,898522,MD,100000000325,"Janssen Products, LP",250.0,2014-03-04,1,156383812,2014,0,drug-prezista 216 | 214,10307726,Prezista,Prezista,5967656101.0,t,f,0,898522,MD,100000000325,"Janssen Products, LP",2000.0,2014-07-23,1,156383820,2014,0,drug-prezista 217 | 215,10307730,Prezista,Prezista,5967656101.0,t,f,0,898522,MD,100000000325,"Janssen Products, LP",101.04,2014-08-22,1,156383828,2014,0,drug-prezista 218 | 216,10307734,Prezista,Prezista,5967656101.0,t,f,0,898522,MD,100000000325,"Janssen Products, LP",114.91,2014-10-22,1,156383836,2014,0,drug-prezista 219 | 217,10307738,Prezista,Prezista,5967656101.0,t,f,0,898522,MD,100000000325,"Janssen Products, LP",22.4,2014-08-22,1,156383844,2014,0,drug-prezista 220 | 218,10307742,Simponi Aria,Simponi Aria,5789435089.0,t,t,0,898522,MD,100000000329,"Janssen Biotech, Inc.",15.37,2014-06-12,1,156383852,2014,0,drug-simponi-aria 221 | 219,10307746,Invokana,Invokana,5045814001.0,t,t,0,168084,NY,100000000232,"Janssen Pharmaceuticals, Inc",24.63,2014-05-05,1,156383860,2014,0,drug-invokana 222 | 220,10307750,Invokana,Invokana,5045814001.0,t,f,0,168084,NY,100000000232,"Janssen Pharmaceuticals, Inc",2.59,2014-09-05,1,156383868,2014,0,drug-invokana 223 | 221,10307754,Xarelto,Xarelto,5045857810.0,t,t,0,168084,NY,100000000232,"Janssen Pharmaceuticals, Inc",8.31,2014-09-05,1,156383876,2014,0,drug-xarelto 224 | 222,10307758,Invokana,Invokana,5045814001.0,t,t,0,35501,NY,100000000232,"Janssen Pharmaceuticals, Inc",17.34,2014-08-29,1,156383890,2014,0,drug-invokana 225 | 223,10307762,Xarelto,Xarelto,5045857810.0,t,t,0,361900,MI,100000000232,"Janssen Pharmaceuticals, Inc",11.12,2014-08-15,1,156383900,2014,0,drug-xarelto 226 | 224,10307766,Invokana,Invokana,5045814001.0,t,t,0,301882,NY,100000000232,"Janssen Pharmaceuticals, Inc",24.63,2014-05-05,1,156383908,2014,0,drug-invokana 227 | 225,10307770,Invokana,Invokana,5045814001.0,t,f,0,301882,NY,100000000232,"Janssen Pharmaceuticals, Inc",2.95,2014-02-25,1,156383916,2014,0,drug-invokana 228 | 226,10307774,Xarelto,Xarelto,5045857810.0,t,t,0,301882,NY,100000000232,"Janssen Pharmaceuticals, Inc",8.31,2014-09-05,1,156383924,2014,0,drug-xarelto 229 | 227,10307778,Stelara,Stelara,5789406002.0,t,f,0,1039188,GA,100000000329,"Janssen Biotech, Inc.",17.26,2014-08-13,1,156383932,2014,0,drug-stelara 230 | 228,10307782,Nucynta,Nucynta,5045882002.0,t,f,0,190799,AZ,100000000232,"Janssen Pharmaceuticals, Inc",22.0,2014-02-19,1,156383940,2014,0,drug-nucynta 231 | 229,10307786,Stelara,Stelara,5789406002.0,t,f,0,1235093,TX,100000000332,"Janssen Scientific Affairs, LLC",120.24,2014-09-30,1,156383948,2014,0,drug-stelara 232 | 230,10307790,Olysio,Olysio,5967625493.0,t,f,0,187915,NH,100000000325,"Janssen Products, LP",87.95,2014-07-31,1,156383956,2014,0,drug-olysio 233 | 231,10307794,Simponi,Simponi,5789407001.0,t,t,0,187915,NH,100000000329,"Janssen Biotech, Inc.",15.03,2014-05-16,1,156383964,2014,0,drug-simponi 234 | 232,10307798,Simponi,Simponi,5789407001.0,t,t,0,187915,NH,100000000329,"Janssen Biotech, Inc.",21.79,2014-06-06,1,156383972,2014,0,drug-simponi 235 | 233,10307802,Simponi,Simponi,5789407001.0,t,t,0,187915,NH,100000000329,"Janssen Biotech, Inc.",1.59,2014-08-21,1,156383980,2014,0,drug-simponi 236 | 234,10307806,Simponi Aria,Simponi Aria,5789435089.0,t,t,0,187915,NH,100000000329,"Janssen Biotech, Inc.",15.38,2014-11-18,1,156383988,2014,0,drug-simponi-aria 237 | 235,10307810,Invega Sustenna,Invega Sustenna,5045856001.0,t,f,0,67180,IN,100000000232,"Janssen Pharmaceuticals, Inc",0.8,2014-01-16,1,156383996,2014,0,drug-invega-sustenna 238 | 236,10307814,Invokana,Invokana,5045814001.0,t,t,0,331783,PA,100000000232,"Janssen Pharmaceuticals, Inc",14.89,2014-04-28,1,156384004,2014,0,drug-invokana 239 | 237,10307818,Xarelto,Xarelto,5045857810.0,t,f,0,265694,MI,100000000232,"Janssen Pharmaceuticals, Inc",16.91,2014-05-22,1,156384012,2014,0,drug-xarelto 240 | 238,10307822,Xarelto,Xarelto,5045857810.0,t,f,0,265694,MI,100000000232,"Janssen Pharmaceuticals, Inc",12.59,2014-09-17,1,156384020,2014,0,drug-xarelto 241 | 239,10307826,Xarelto,Xarelto,5045857810.0,t,f,0,265694,MI,100000000232,"Janssen Pharmaceuticals, Inc",1.01,2014-10-22,1,156384028,2014,0,drug-xarelto 242 | 240,10307830,Xarelto,Xarelto,5045857810.0,t,t,0,189411,VA,100000000232,"Janssen Pharmaceuticals, Inc",19.41,2014-03-21,1,156384036,2014,0,drug-xarelto 243 | 241,10307834,Xarelto,Xarelto,5045857810.0,t,f,0,1183642,NJ,100000000232,"Janssen Pharmaceuticals, Inc",98.43,2014-12-02,1,156384044,2014,0,drug-xarelto 244 | 242,10307838,Xarelto,Xarelto,5045857810.0,t,t,0,530316,MD,100000000232,"Janssen Pharmaceuticals, Inc",11.01,2014-01-22,1,156384052,2014,0,drug-xarelto 245 | 243,10307842,Xarelto,Xarelto,5045857810.0,t,t,0,530316,MD,100000000232,"Janssen Pharmaceuticals, Inc",13.11,2014-01-24,1,156384060,2014,0,drug-xarelto 246 | 244,10307846,Xarelto,Xarelto,5045857810.0,t,t,0,530316,MD,100000000232,"Janssen Pharmaceuticals, Inc",13.38,2014-05-13,1,156384068,2014,0,drug-xarelto 247 | 245,10307850,Imbruvica,Imbruvica,5796214009.0,t,f,0,707406,NY,100000000332,"Janssen Scientific Affairs, LLC",2200.0,2014-08-13,1,156384076,2014,0,drug-imbruvica 248 | 246,10307854,Imbruvica,Imbruvica,5796214009.0,t,f,0,707406,NY,100000000332,"Janssen Scientific Affairs, LLC",105.2,2014-08-13,1,156384084,2014,0,drug-imbruvica 249 | 247,10307858,Simponi,Simponi,5789407001.0,t,t,0,276378,TN,100000000329,"Janssen Biotech, Inc.",19.14,2014-08-25,1,156384092,2014,0,drug-simponi 250 | 248,10307862,Invokana,Invokana,5045814001.0,t,t,0,338712,NC,100000000232,"Janssen Pharmaceuticals, Inc",11.96,2014-08-29,1,156384100,2014,0,drug-invokana 251 | 249,10307866,Xarelto,Xarelto,5045857810.0,t,t,0,338712,NC,100000000232,"Janssen Pharmaceuticals, Inc",3.96,2014-08-11,1,156384108,2014,0,drug-xarelto 252 | 250,10307870,Simponi,Simponi,5789407001.0,t,f,0,83889,PA,100000000329,"Janssen Biotech, Inc.",10.74,2014-02-21,1,156384118,2014,0,drug-simponi 253 | 251,10307874,Simponi,Simponi,5789407001.0,t,f,0,83889,PA,100000000332,"Janssen Scientific Affairs, LLC",750.0,2014-10-28,1,156384126,2014,0,drug-simponi 254 | 252,10307878,Simponi,Simponi,5789407001.0,t,f,0,83889,PA,100000000332,"Janssen Scientific Affairs, LLC",750.88,2014-10-09,1,156384134,2014,0,drug-simponi 255 | 253,10307882,Simponi,Simponi,5789407001.0,t,f,0,83889,PA,100000000332,"Janssen Scientific Affairs, LLC",93.3,2014-12-17,1,156384142,2014,0,drug-simponi 256 | 254,10307886,Simponi Aria,Simponi Aria,5789435089.0,t,t,0,83889,PA,100000000329,"Janssen Biotech, Inc.",38.68,2014-04-28,1,156384150,2014,0,drug-simponi-aria 257 | 255,10307890,Invokana,Invokana,5045814001.0,t,t,0,64613,IL,100000000232,"Janssen Pharmaceuticals, Inc",12.78,2014-02-04,1,156384158,2014,0,drug-invokana 258 | 256,10307894,Xarelto,Xarelto,5045857810.0,t,f,0,64613,IL,100000000232,"Janssen Pharmaceuticals, Inc",9.67,2014-02-28,1,156384166,2014,0,drug-xarelto 259 | 257,10307898,Xarelto,Xarelto,5045857810.0,t,f,0,64613,IL,100000000232,"Janssen Pharmaceuticals, Inc",8.8,2014-06-06,1,156384174,2014,0,drug-xarelto 260 | 258,10307902,Xarelto,Xarelto,5045857810.0,t,f,0,64613,IL,100000000232,"Janssen Pharmaceuticals, Inc",18.69,2014-07-22,1,156384182,2014,0,drug-xarelto 261 | 259,10307906,Xarelto,Xarelto,5045857810.0,t,f,0,64613,IL,100000000232,"Janssen Pharmaceuticals, Inc",13.17,2014-10-10,1,156384190,2014,0,drug-xarelto 262 | 260,10307910,Xarelto,Xarelto,5045857810.0,t,f,0,64613,IL,100000000232,"Janssen Pharmaceuticals, Inc",16.77,2014-11-07,1,156384198,2014,0,drug-xarelto 263 | 261,10307914,Invokana,Invokana,5045814001.0,t,t,0,290298,FL,100000000232,"Janssen Pharmaceuticals, Inc",15.97,2014-03-05,1,156384206,2014,0,drug-invokana 264 | 262,10307918,Xarelto,Xarelto,5045857810.0,t,f,0,290298,FL,100000000232,"Janssen Pharmaceuticals, Inc",2.01,2014-09-10,1,156384214,2014,0,drug-xarelto 265 | 263,10307922,Invokana,Invokana,5045814001.0,t,f,0,81099,NY,100000000232,"Janssen Pharmaceuticals, Inc",68.88,2014-07-22,1,156384222,2014,0,drug-invokana 266 | 264,10307926,Xarelto,Xarelto,5045857810.0,t,f,0,81099,NY,100000000232,"Janssen Pharmaceuticals, Inc",12.77,2014-09-26,1,156384230,2014,0,drug-xarelto 267 | 265,10307930,Invokana,Invokana,5045814001.0,t,t,0,348310,MI,100000000232,"Janssen Pharmaceuticals, Inc",10.94,2014-03-19,1,156384246,2014,0,drug-invokana 268 | 266,10307934,Xarelto,Xarelto,5045857810.0,t,t,0,348310,MI,100000000232,"Janssen Pharmaceuticals, Inc",22.01,2014-04-02,1,156384254,2014,0,drug-xarelto 269 | 267,10307938,Xarelto,Xarelto,5045857810.0,t,t,0,348310,MI,100000000232,"Janssen Pharmaceuticals, Inc",11.25,2014-07-30,1,156384260,2014,0,drug-xarelto 270 | 268,10307942,Xarelto,Xarelto,5045857810.0,t,t,0,348310,MI,100000000232,"Janssen Pharmaceuticals, Inc",9.37,2014-09-18,1,156384268,2014,0,drug-xarelto 271 | 269,10307946,Invokana,Invokana,5045814001.0,t,t,0,132084,TN,100000000232,"Janssen Pharmaceuticals, Inc",15.1,2014-09-18,1,156384276,2014,0,drug-invokana 272 | 270,10307950,Invokana,Invokana,5045814001.0,t,t,0,29734,MD,100000000232,"Janssen Pharmaceuticals, Inc",0.67,2014-03-31,1,156384284,2014,0,drug-invokana 273 | 271,10307954,Invokana,Invokana,5045814001.0,t,t,0,29734,MD,100000000232,"Janssen Pharmaceuticals, Inc",18.09,2014-08-05,1,156384294,2014,0,drug-invokana 274 | 272,10307958,Invokana,Invokana,5045814001.0,t,t,0,29734,MD,100000000232,"Janssen Pharmaceuticals, Inc",0.38,2014-12-01,1,156384302,2014,0,drug-invokana 275 | 273,10307962,Invokana,Invokana,5045814001.0,t,t,0,37348,FL,100000000232,"Janssen Pharmaceuticals, Inc",9.67,2014-04-21,1,156384310,2014,0,drug-invokana 276 | 274,10307966,Invokana,Invokana,5045814001.0,t,t,0,37348,FL,100000000232,"Janssen Pharmaceuticals, Inc",16.34,2014-10-07,1,156384318,2014,0,drug-invokana 277 | 275,10307970,Invokana,Invokana,5045814001.0,t,t,0,67940,NY,100000000232,"Janssen Pharmaceuticals, Inc",20.0,2014-06-16,1,156384326,2014,0,drug-invokana 278 | 276,10307974,Xarelto,Xarelto,5045857810.0,t,t,0,67940,NY,100000000232,"Janssen Pharmaceuticals, Inc",14.35,2014-09-11,1,156384334,2014,0,drug-xarelto 279 | 277,10307978,Xarelto,Xarelto,5045857810.0,t,t,0,1007331,NC,100000000232,"Janssen Pharmaceuticals, Inc",19.21,2014-12-22,1,156384342,2014,0,drug-xarelto 280 | 278,10307982,Invokana,Invokana,5045814001.0,t,t,0,229708,CT,100000000232,"Janssen Pharmaceuticals, Inc",15.95,2014-03-28,1,156384350,2014,0,drug-invokana 281 | 279,10307986,Xarelto,Xarelto,5045857810.0,t,f,0,229708,CT,100000000232,"Janssen Pharmaceuticals, Inc",13.85,2014-01-24,1,156384358,2014,0,drug-xarelto 282 | 280,10307990,Xarelto,Xarelto,5045857810.0,t,f,0,229708,CT,100000000232,"Janssen Pharmaceuticals, Inc",12.52,2014-05-30,1,156384366,2014,0,drug-xarelto 283 | 281,10307994,Xarelto,Xarelto,5045857810.0,t,f,0,229708,CT,100000000232,"Janssen Pharmaceuticals, Inc",15.87,2014-06-13,1,156384374,2014,0,drug-xarelto 284 | 282,10307998,Xarelto,Xarelto,5045857810.0,t,f,0,229708,CT,100000000232,"Janssen Pharmaceuticals, Inc",99.95,2014-09-23,1,156384382,2014,0,drug-xarelto 285 | 283,10308002,Xarelto,Xarelto,5045857810.0,t,f,0,229708,CT,100000000232,"Janssen Pharmaceuticals, Inc",9.57,2014-08-07,1,156384390,2014,0,drug-xarelto 286 | 284,10308006,Xarelto,Xarelto,5045857810.0,t,f,0,229708,CT,100000000232,"Janssen Pharmaceuticals, Inc",8.37,2014-09-04,1,156384398,2014,0,drug-xarelto 287 | 285,10308010,Xarelto,Xarelto,5045857810.0,t,f,0,229708,CT,100000000232,"Janssen Pharmaceuticals, Inc",12.99,2014-09-18,1,156384406,2014,0,drug-xarelto 288 | 286,10308014,Xarelto,Xarelto,5045857810.0,t,f,0,229708,CT,100000000232,"Janssen Pharmaceuticals, Inc",4.0,2014-10-16,1,156384414,2014,0,drug-xarelto 289 | 287,10308018,Xarelto,Xarelto,5045857810.0,t,f,0,229708,CT,100000000232,"Janssen Pharmaceuticals, Inc",11.49,2014-10-09,1,156384422,2014,0,drug-xarelto 290 | 288,10308022,Xarelto,Xarelto,5045857810.0,t,f,0,229708,CT,100000000232,"Janssen Pharmaceuticals, Inc",9.37,2014-11-05,1,156384430,2014,0,drug-xarelto 291 | 289,10248127,Xarelto,Xarelto,5045857810.0,t,t,0,209395,MT,100000000232,"Janssen Pharmaceuticals, Inc",8.44,2014-07-22,1,156255900,2014,0,drug-xarelto 292 | 290,10248131,Xarelto,Xarelto,5045857810.0,t,t,0,42276,PA,100000000232,"Janssen Pharmaceuticals, Inc",5.82,2014-06-16,1,156255908,2014,0,drug-xarelto 293 | 291,10248135,Xarelto,Xarelto,5045857810.0,t,t,0,152943,MT,100000000232,"Janssen Pharmaceuticals, Inc",8.44,2014-07-22,1,156255916,2014,0,drug-xarelto 294 | 292,10248139,Xarelto,Xarelto,5045857810.0,t,f,0,119895,NY,100000000232,"Janssen Pharmaceuticals, Inc",100.0,2014-11-11,1,156255924,2014,0,drug-xarelto 295 | 293,10248143,Invokana,Invokana,5045814001.0,t,t,0,114877,NJ,100000000232,"Janssen Pharmaceuticals, Inc",26.35,2014-02-21,1,156255932,2014,0,drug-invokana 296 | 294,10248147,Invokana,Invokana,5045814001.0,t,t,0,114877,NJ,100000000232,"Janssen Pharmaceuticals, Inc",14.08,2014-07-18,1,156255940,2014,0,drug-invokana 297 | 295,10248151,Invokana,Invokana,5045814001.0,t,t,0,114877,NJ,100000000232,"Janssen Pharmaceuticals, Inc",16.82,2014-10-17,1,156255948,2014,0,drug-invokana 298 | 296,10248155,Xarelto,Xarelto,5045857810.0,t,t,0,114877,NJ,100000000232,"Janssen Pharmaceuticals, Inc",16.02,2014-03-28,1,156255956,2014,0,drug-xarelto 299 | 297,10248159,Xarelto,Xarelto,5045857810.0,t,t,0,114877,NJ,100000000232,"Janssen Pharmaceuticals, Inc",14.08,2014-05-09,1,156255964,2014,0,drug-xarelto 300 | 298,10248163,Invokana,Invokana,5045814001.0,t,t,0,114877,NJ,100000000232,"Janssen Pharmaceuticals, Inc",2.64,2014-11-20,1,156255972,2014,0,drug-invokana 301 | 299,10248167,Invokana,Invokana,5045814001.0,t,f,0,327421,TX,100000000232,"Janssen Pharmaceuticals, Inc",16.18,2014-03-26,1,156255980,2014,0,drug-invokana 302 | 300,10248171,Xarelto,Xarelto,5045857810.0,t,t,0,282093,NY,100000000232,"Janssen Pharmaceuticals, Inc",15.15,2014-08-11,1,156255988,2014,0,drug-xarelto 303 | 301,10248175,Xarelto,Xarelto,5045857810.0,t,t,0,282093,NY,100000000232,"Janssen Pharmaceuticals, Inc",11.54,2014-02-24,1,156255996,2014,0,drug-xarelto 304 | 302,10248179,Xarelto,Xarelto,5045857810.0,t,f,0,282093,NY,100000000232,"Janssen Pharmaceuticals, Inc",99.0,2014-10-01,1,156256004,2014,0,drug-xarelto 305 | 303,10248183,Invokana,Invokana,5045814001.0,t,t,0,336934,IN,100000000232,"Janssen Pharmaceuticals, Inc",11.85,2014-03-31,1,156256016,2014,0,drug-invokana 306 | 304,10248187,Invokana,Invokana,5045814001.0,t,t,0,336934,IN,100000000232,"Janssen Pharmaceuticals, Inc",8.76,2014-07-07,1,156256024,2014,0,drug-invokana 307 | 305,10248191,Xarelto,Xarelto,5045857810.0,t,t,0,336934,IN,100000000232,"Janssen Pharmaceuticals, Inc",9.57,2014-10-06,1,156256032,2014,0,drug-xarelto 308 | 306,10248195,Xarelto,Xarelto,5045857810.0,t,f,0,336934,IN,100000000232,"Janssen Pharmaceuticals, Inc",11.01,2014-05-21,1,156256040,2014,0,drug-xarelto 309 | 307,10248199,Invokana,Invokana,5045814001.0,t,t,0,28203,FL,100000000232,"Janssen Pharmaceuticals, Inc",1.84,2014-10-06,1,156256052,2014,0,drug-invokana 310 | 308,10248203,Xarelto,Xarelto,5045857810.0,t,t,0,28203,FL,100000000232,"Janssen Pharmaceuticals, Inc",2.18,2014-02-03,1,156256060,2014,0,drug-xarelto 311 | 309,10248207,Invega Sustenna,Invega Sustenna,5045856001.0,t,f,0,332414,NY,100000000232,"Janssen Pharmaceuticals, Inc",15.06,2014-09-08,1,156256068,2014,0,drug-invega-sustenna 312 | 310,10248211,Simponi Aria,Simponi Aria,5789435089.0,t,t,0,343664,TX,100000000329,"Janssen Biotech, Inc.",15.39,2014-01-08,1,156256076,2014,0,drug-simponi-aria 313 | 311,10248215,Zytiga,Zytiga,5789415012.0,t,t,0,611512,PR,100000000232,"Janssen Pharmaceuticals, Inc",4.26,2014-10-24,1,156256084,2014,0,drug-zytiga 314 | 312,10248219,Invokana,Invokana,5045814001.0,t,t,0,273146,TX,100000000232,"Janssen Pharmaceuticals, Inc",14.7,2014-11-06,1,156256092,2014,0,drug-invokana 315 | 313,10248223,Invokana,Invokana,5045814001.0,t,f,0,273146,TX,100000000232,"Janssen Pharmaceuticals, Inc",2.65,2014-03-21,1,156256100,2014,0,drug-invokana 316 | 314,10248227,Xarelto,Xarelto,5045857810.0,t,t,0,63329,FL,100000000232,"Janssen Pharmaceuticals, Inc",4.28,2014-06-10,1,156256108,2014,0,drug-xarelto 317 | 315,10248231,Xarelto,Xarelto,5045857810.0,t,f,0,308226,CA,100000000232,"Janssen Pharmaceuticals, Inc",23.86,2014-05-13,1,156256118,2014,0,drug-xarelto 318 | 316,10248235,Xarelto,Xarelto,5045857810.0,t,f,0,308226,CA,100000000232,"Janssen Pharmaceuticals, Inc",15.5,2014-08-21,1,156256126,2014,0,drug-xarelto 319 | 317,10248239,Invega Sustenna,Invega Sustenna,5045856001.0,t,f,0,220177,CA,100000000232,"Janssen Pharmaceuticals, Inc",11.48,2014-02-04,1,156256134,2014,0,drug-invega-sustenna 320 | 318,10248243,Invega Sustenna,Invega Sustenna,5045856001.0,t,f,0,220177,CA,100000000232,"Janssen Pharmaceuticals, Inc",14.0,2014-06-03,1,156256142,2014,0,drug-invega-sustenna 321 | 319,10248247,Invega Sustenna,Invega Sustenna,5045856001.0,t,f,0,220177,CA,100000000232,"Janssen Pharmaceuticals, Inc",12.66,2014-09-02,1,156256150,2014,0,drug-invega-sustenna 322 | 320,10248251,Simponi,Simponi,5789407001.0,t,t,0,1296880,PR,100000000232,"Janssen Pharmaceuticals, Inc",8.52,2014-10-03,1,156256158,2014,0,drug-simponi 323 | 321,10248255,Invokana,Invokana,5045814001.0,t,f,0,346129,FL,100000000232,"Janssen Pharmaceuticals, Inc",1500.0,2014-03-06,1,156256170,2014,0,drug-invokana 324 | 322,10248259,Invokana,Invokana,5045814001.0,t,f,0,346129,FL,100000000232,"Janssen Pharmaceuticals, Inc",140.0,2014-04-09,1,156256178,2014,0,drug-invokana 325 | 323,10248263,Invokana,Invokana,5045814001.0,t,f,0,346129,FL,100000000232,"Janssen Pharmaceuticals, Inc",567.0,2014-10-29,1,156256186,2014,0,drug-invokana 326 | 324,10248267,Xarelto,Xarelto,5045857810.0,t,f,0,112578,KS,100000000232,"Janssen Pharmaceuticals, Inc",99.0,2014-09-23,1,156256194,2014,0,drug-xarelto 327 | 325,10248271,Simponi,Simponi,5789407001.0,t,t,0,155258,TX,100000000329,"Janssen Biotech, Inc.",0.57,2014-06-30,1,156256202,2014,0,drug-simponi 328 | 326,10248275,Simponi,Simponi,5789407001.0,t,t,0,155258,TX,100000000329,"Janssen Biotech, Inc.",0.64,2014-01-20,1,156256210,2014,0,drug-simponi 329 | 327,10248279,Simponi,Simponi,5789407001.0,t,t,0,155258,TX,100000000329,"Janssen Biotech, Inc.",0.54,2014-03-06,1,156256218,2014,0,drug-simponi 330 | 328,10248283,Simponi,Simponi,5789435089.0,t,t,0,155258,TX,100000000329,"Janssen Biotech, Inc.",12.05,2014-08-14,1,156256226,2014,0,drug-simponi 331 | 329,10248287,Simponi Aria,Simponi Aria,5789435089.0,t,t,0,155258,TX,100000000329,"Janssen Biotech, Inc.",6.28,2014-08-21,1,156256234,2014,0,drug-simponi-aria 332 | 330,10248291,Simponi Aria,Simponi Aria,5789435089.0,t,t,0,155258,TX,100000000329,"Janssen Biotech, Inc.",10.29,2014-06-03,1,156256242,2014,0,drug-simponi-aria 333 | 331,10248295,Simponi Aria,Simponi Aria,5789435089.0,t,t,0,155258,TX,100000000329,"Janssen Biotech, Inc.",11.21,2014-04-14,1,156256250,2014,0,drug-simponi-aria 334 | 332,10248299,Simponi Aria,Simponi Aria,5789435089.0,t,f,0,155258,TX,100000000329,"Janssen Biotech, Inc.",6.78,2014-03-24,1,156256258,2014,0,drug-simponi-aria 335 | 333,10248303,Simponi Aria,Simponi Aria,5789435089.0,t,t,0,268447,TN,100000000329,"Janssen Biotech, Inc.",9.95,2014-01-21,1,156256268,2014,0,drug-simponi-aria 336 | 334,10248307,Xarelto,Xarelto,5045857810.0,t,f,0,78032,FL,100000000232,"Janssen Pharmaceuticals, Inc",13.13,2014-11-25,1,156256276,2014,0,drug-xarelto 337 | 335,10248311,Invokana,Invokana,5045814001.0,t,t,0,291331,TX,100000000232,"Janssen Pharmaceuticals, Inc",2.63,2014-05-23,1,156256284,2014,0,drug-invokana 338 | 336,10248315,Xarelto,Xarelto,5045857810.0,t,t,0,291331,TX,100000000232,"Janssen Pharmaceuticals, Inc",6.86,2014-03-20,1,156256292,2014,0,drug-xarelto 339 | 337,10248319,Xarelto,Xarelto,5045857810.0,t,t,0,291331,TX,100000000232,"Janssen Pharmaceuticals, Inc",16.78,2014-08-22,1,156256300,2014,0,drug-xarelto 340 | 338,10248323,Xarelto,Xarelto,5045857810.0,t,f,0,291331,TX,100000000232,"Janssen Pharmaceuticals, Inc",112.54,2014-09-23,1,156256308,2014,0,drug-xarelto 341 | 339,10248327,Invega Sustenna,Invega Sustenna,5045856001.0,t,f,0,347485,IA,100000000232,"Janssen Pharmaceuticals, Inc",0.9,2014-03-25,1,156256318,2014,0,drug-invega-sustenna 342 | 340,10248331,Nucynta,Nucynta,5045882002.0,t,f,0,102657,CA,100000000232,"Janssen Pharmaceuticals, Inc",22.18,2014-01-14,1,156256326,2014,0,drug-nucynta 343 | 341,10248335,Nucynta,Nucynta,5045882002.0,t,f,0,102657,CA,100000000232,"Janssen Pharmaceuticals, Inc",5.38,2014-04-30,1,156256334,2014,0,drug-nucynta 344 | 342,10248339,Nucynta,Nucynta,5045882002.0,t,f,0,102657,CA,100000000232,"Janssen Pharmaceuticals, Inc",11.54,2014-05-06,1,156256342,2014,0,drug-nucynta 345 | 343,10248343,Nucynta,Nucynta,5045882002.0,t,f,0,102657,CA,100000000232,"Janssen Pharmaceuticals, Inc",7.54,2014-08-01,1,156256350,2014,0,drug-nucynta 346 | 344,10248347,Xarelto,Xarelto,5045857810.0,t,t,0,1306431,MD,100000000232,"Janssen Pharmaceuticals, Inc",8.16,2014-03-24,1,156256370,2014,0,drug-xarelto 347 | 345,10248351,Invega,Invega,5045855001.0,t,t,0,1306431,MD,100000000232,"Janssen Pharmaceuticals, Inc",1.61,2014-07-17,1,156256378,2014,0,drug-invega 348 | 346,10248355,Invega,Invega,5045855001.0,t,t,0,1306431,MD,100000000232,"Janssen Pharmaceuticals, Inc",4.22,2014-10-14,1,156256386,2014,0,drug-invega 349 | 347,10248359,Invega,Invega,5045855001.0,t,t,0,1306431,MD,100000000232,"Janssen Pharmaceuticals, Inc",3.95,2014-11-06,1,156256394,2014,0,drug-invega 350 | 348,10248363,Xarelto,Xarelto,5045857810.0,t,t,0,1306431,MD,100000000232,"Janssen Pharmaceuticals, Inc",3.5,2014-01-31,1,156256402,2014,0,drug-xarelto 351 | 349,10248367,Xarelto,Xarelto,5045857810.0,t,t,0,1306431,MD,100000000232,"Janssen Pharmaceuticals, Inc",2.76,2014-05-09,1,156256410,2014,0,drug-xarelto 352 | 350,10248371,Xarelto,Xarelto,5045857810.0,t,t,0,1306431,MD,100000000232,"Janssen Pharmaceuticals, Inc",6.5,2014-07-10,1,156256418,2014,0,drug-xarelto 353 | 351,10248375,Invokana,Invokana,5045814001.0,t,t,0,149348,FL,100000000232,"Janssen Pharmaceuticals, Inc",12.28,2014-03-10,1,156256426,2014,0,drug-invokana 354 | 352,10248379,Invokana,Invokana,5045814001.0,t,t,0,149348,FL,100000000232,"Janssen Pharmaceuticals, Inc",5.78,2014-12-16,1,156256434,2014,0,drug-invokana 355 | 353,10248383,Invokana,Invokana,5045814001.0,t,f,0,149348,FL,100000000232,"Janssen Pharmaceuticals, Inc",6.92,2014-09-08,1,156256442,2014,0,drug-invokana 356 | 354,10248387,Invokana,Invokana,5045814001.0,t,f,0,149348,FL,100000000232,"Janssen Pharmaceuticals, Inc",15.27,2014-11-03,1,156256450,2014,0,drug-invokana 357 | 355,10248391,Invokana,Invokana,5045814001.0,t,t,0,311745,VA,100000000232,"Janssen Pharmaceuticals, Inc",13.33,2014-09-02,1,156256458,2014,0,drug-invokana 358 | 356,10248395,Invokana,Invokana,5045814001.0,t,t,0,3786,NY,100000000232,"Janssen Pharmaceuticals, Inc",20.22,2014-10-21,1,156256468,2014,0,drug-invokana 359 | 357,10248399,Xarelto,Xarelto,5045857810.0,t,t,0,3786,NY,100000000232,"Janssen Pharmaceuticals, Inc",9.24,2014-10-13,1,156256476,2014,0,drug-xarelto 360 | 358,10248403,Invokana,Invokana,5045814001.0,t,t,0,233670,CA,100000000232,"Janssen Pharmaceuticals, Inc",18.72,2014-11-12,1,156256488,2014,0,drug-invokana 361 | 359,10248407,Invega Sustenna,Invega Sustenna,5045856001.0,t,f,0,902403,FL,100000000232,"Janssen Pharmaceuticals, Inc",8.99,2014-10-14,1,156256496,2014,0,drug-invega-sustenna 362 | 360,10248411,Zytiga,Zytiga,5789415012.0,t,t,0,1040267,PR,100000000232,"Janssen Pharmaceuticals, Inc",10.46,2014-09-10,1,156256504,2014,0,drug-zytiga 363 | 361,10248415,Xarelto,Xarelto,5045857810.0,t,t,0,321274,PR,100000000232,"Janssen Pharmaceuticals, Inc",81.68,2014-01-27,1,156256512,2014,0,drug-xarelto 364 | 362,10248419,Simponi,Simponi,5789407001.0,t,t,0,321274,PR,100000000232,"Janssen Pharmaceuticals, Inc",15.9,2014-03-28,1,156256520,2014,0,drug-simponi 365 | 363,10248423,Zytiga,Zytiga,5789415012.0,t,t,0,321274,PR,100000000232,"Janssen Pharmaceuticals, Inc",9.94,2014-10-31,1,156256528,2014,0,drug-zytiga 366 | 364,10248427,Invokana,Invokana,5045814001.0,t,t,0,333474,TX,100000000232,"Janssen Pharmaceuticals, Inc",10.28,2014-02-10,1,156256536,2014,0,drug-invokana 367 | 365,10248431,Xarelto,Xarelto,5045857810.0,t,t,0,209376,KY,100000000232,"Janssen Pharmaceuticals, Inc",1.76,2014-07-16,1,156256544,2014,0,drug-xarelto 368 | 366,10248435,Xarelto,Xarelto,5045857810.0,t,t,0,209376,KY,100000000232,"Janssen Pharmaceuticals, Inc",14.86,2014-08-14,1,156256552,2014,0,drug-xarelto 369 | 367,10248439,Invokana,Invokana,5045814001.0,t,t,0,209376,KY,100000000232,"Janssen Pharmaceuticals, Inc",0.85,2014-09-18,1,156256560,2014,0,drug-invokana 370 | 368,10248443,Xarelto,Xarelto,5045857810.0,t,f,0,943109,PR,100000000232,"Janssen Pharmaceuticals, Inc",7.73,2014-08-11,1,156256568,2014,0,drug-xarelto 371 | 369,10248447,Simponi,Simponi,5789407001.0,t,t,0,943109,PR,100000000232,"Janssen Pharmaceuticals, Inc",23.75,2014-09-15,1,156256576,2014,0,drug-simponi 372 | 370,10248451,Xarelto,Xarelto,5045857810.0,t,t,0,233404,FL,100000000232,"Janssen Pharmaceuticals, Inc",11.11,2014-07-22,1,156256584,2014,0,drug-xarelto 373 | 371,10248455,Xarelto,Xarelto,5045857810.0,t,t,0,823664,PR,100000000232,"Janssen Pharmaceuticals, Inc",82.09,2014-02-25,1,156256600,2014,0,drug-xarelto 374 | 372,10248459,Invega Sustenna,Invega Sustenna,5045856001.0,t,f,0,135308,TX,100000000232,"Janssen Pharmaceuticals, Inc",4.14,2014-08-06,1,156256608,2014,0,drug-invega-sustenna 375 | 373,10248463,Aciphex,Aciphex,1355121001.0,t,t,0,31117,PA,100000000232,"Janssen Pharmaceuticals, Inc",9.41,2014-06-24,1,156256616,2014,0,drug-aciphex 376 | 374,10248467,Xarelto,Xarelto,5045857810.0,t,t,0,31117,PA,100000000232,"Janssen Pharmaceuticals, Inc",14.28,2014-07-08,1,156256624,2014,0,drug-xarelto 377 | 375,10248471,Xarelto,Xarelto,5045857810.0,t,t,0,31117,PA,100000000232,"Janssen Pharmaceuticals, Inc",16.61,2014-04-03,1,156256632,2014,0,drug-xarelto 378 | 376,10248475,Xarelto,Xarelto,5045857810.0,t,t,0,31117,PA,100000000232,"Janssen Pharmaceuticals, Inc",1.51,2014-07-17,1,156256640,2014,0,drug-xarelto 379 | 377,10248479,Invokana,Invokana,5045814001.0,t,f,0,194923,CA,100000000232,"Janssen Pharmaceuticals, Inc",64.99,2014-09-11,1,156256650,2014,0,drug-invokana 380 | 378,10248483,Invokana,Invokana,5045814001.0,t,t,0,175650,CA,100000000232,"Janssen Pharmaceuticals, Inc",4.67,2014-07-29,1,156256658,2014,0,drug-invokana 381 | 379,10248487,Invokana,Invokana,5045814001.0,t,f,0,127782,TX,100000000232,"Janssen Pharmaceuticals, Inc",118.7,2014-02-06,1,156256668,2014,0,drug-invokana 382 | 380,10248491,Invokana,Invokana,5045814001.0,t,t,0,1292793,PR,100000000232,"Janssen Pharmaceuticals, Inc",80.0,2014-05-14,1,156256678,2014,0,drug-invokana 383 | 381,10248495,Xarelto,Xarelto,5045857810.0,t,f,0,1301477,PR,100000000232,"Janssen Pharmaceuticals, Inc",12.48,2014-03-25,1,156256690,2014,0,drug-xarelto 384 | 382,10248499,Invega Sustenna,Invega Sustenna,5045856001.0,t,t,0,53380,NJ,100000000232,"Janssen Pharmaceuticals, Inc",24.88,2014-02-07,1,156256698,2014,0,drug-invega-sustenna 385 | 383,10248503,Invega Sustenna,Invega Sustenna,5045856001.0,t,f,0,53380,NJ,100000000232,"Janssen Pharmaceuticals, Inc",1.5,2014-06-19,1,156256706,2014,0,drug-invega-sustenna 386 | 384,10248507,Invega Sustenna,Invega Sustenna,5045856001.0,t,f,0,53380,NJ,100000000232,"Janssen Pharmaceuticals, Inc",13.53,2014-05-19,1,156256714,2014,0,drug-invega-sustenna 387 | 385,10248511,Invega Sustenna,Invega Sustenna,5045856001.0,t,f,0,53380,NJ,100000000232,"Janssen Pharmaceuticals, Inc",79.95,2014-07-02,1,156256722,2014,0,drug-invega-sustenna 388 | 386,10248515,Invega Sustenna,Invega Sustenna,5045856001.0,t,f,0,53380,NJ,100000000232,"Janssen Pharmaceuticals, Inc",22.46,2014-09-04,1,156256730,2014,0,drug-invega-sustenna 389 | 387,10248519,Invega Sustenna,Invega Sustenna,5045856001.0,t,f,0,53380,NJ,100000000232,"Janssen Pharmaceuticals, Inc",17.83,2014-07-02,1,156256738,2014,0,drug-invega-sustenna 390 | 388,10248523,Invega Sustenna,Invega Sustenna,5045856001.0,t,f,0,53380,NJ,100000000232,"Janssen Pharmaceuticals, Inc",24.76,2014-10-01,1,156256746,2014,0,drug-invega-sustenna 391 | 389,10248527,Invokana,Invokana,5045814001.0,t,f,0,267412,CA,100000000232,"Janssen Pharmaceuticals, Inc",21.43,2014-03-24,1,156256754,2014,0,drug-invokana 392 | 390,10248531,Xarelto,Xarelto,5045857810.0,t,f,0,267412,CA,100000000232,"Janssen Pharmaceuticals, Inc",10.63,2014-07-16,1,156256762,2014,0,drug-xarelto 393 | 391,10248535,Prezista,Prezista,5967656101.0,t,t,0,123607,CA,100000000329,"Janssen Biotech, Inc.",13.94,2014-04-04,1,156256770,2014,0,drug-prezista 394 | 392,10248539,Xarelto,Xarelto,5045857810.0,t,f,0,132441,GA,100000000232,"Janssen Pharmaceuticals, Inc",39.85,2014-06-12,1,156256778,2014,0,drug-xarelto 395 | 393,10248543,Invokana,Invokana,5045814001.0,t,t,0,209171,CA,100000000232,"Janssen Pharmaceuticals, Inc",0.85,2014-06-05,1,156256786,2014,0,drug-invokana 396 | 394,10248547,Invokana,Invokana,5045814001.0,t,t,0,105274,OH,100000000232,"Janssen Pharmaceuticals, Inc",9.55,2014-02-27,1,156256796,2014,0,drug-invokana 397 | 395,10248551,Invokana,Invokana,5045814001.0,t,t,0,105274,OH,100000000232,"Janssen Pharmaceuticals, Inc",1.47,2014-10-15,1,156256804,2014,0,drug-invokana 398 | 396,10248555,Invokana,Invokana,5045814001.0,t,f,0,105274,OH,100000000232,"Janssen Pharmaceuticals, Inc",99.99,2014-08-05,1,156256812,2014,0,drug-invokana 399 | 397,10248559,Invokana,Invokana,5045814001.0,t,t,0,15968,TX,100000000232,"Janssen Pharmaceuticals, Inc",10.07,2014-03-28,1,156256824,2014,0,drug-invokana 400 | 398,10248563,Xarelto,Xarelto,5045857810.0,t,f,0,18863,CA,100000000232,"Janssen Pharmaceuticals, Inc",18.71,2014-01-22,1,156256834,2014,0,drug-xarelto 401 | 399,10248567,Xarelto,Xarelto,5045857810.0,t,f,0,1088840,NC,100000000232,"Janssen Pharmaceuticals, Inc",12.04,2014-01-09,1,156256842,2014,0,drug-xarelto 402 | 400,10248571,Xarelto,Xarelto,5045857810.0,t,f,0,301170,CA,100000000232,"Janssen Pharmaceuticals, Inc",23.23,2014-03-04,1,156256850,2014,0,drug-xarelto 403 | 401,10248575,Xarelto,Xarelto,5045857810.0,t,t,0,191709,NY,100000000232,"Janssen Pharmaceuticals, Inc",10.33,2014-05-13,1,156256860,2014,0,drug-xarelto 404 | 402,10248579,Invokana,Invokana,5045814001.0,t,f,0,191709,NY,100000000232,"Janssen Pharmaceuticals, Inc",21.65,2014-07-29,1,156256868,2014,0,drug-invokana 405 | 403,10248583,Invega Sustenna,Invega Sustenna,5045856001.0,t,f,0,393233,MO,100000000232,"Janssen Pharmaceuticals, Inc",71.95,2014-09-30,1,156256876,2014,0,drug-invega-sustenna 406 | 404,10248587,Simponi Aria,Simponi Aria,5789435089.0,t,t,0,69215,TX,100000000329,"Janssen Biotech, Inc.",8.5,2014-08-14,1,156256884,2014,0,drug-simponi-aria 407 | 405,10248591,Xarelto,Xarelto,5045857810.0,t,f,0,357694,LA,100000000232,"Janssen Pharmaceuticals, Inc",11.6,2014-05-14,1,156256892,2014,0,drug-xarelto 408 | 406,10248595,Xarelto,Xarelto,5045857810.0,t,f,0,357694,LA,100000000232,"Janssen Pharmaceuticals, Inc",14.52,2014-06-23,1,156256900,2014,0,drug-xarelto 409 | 407,10248599,Xarelto,Xarelto,5045857810.0,t,f,0,963851,FL,100000000232,"Janssen Pharmaceuticals, Inc",20.97,2014-08-28,1,156256908,2014,0,drug-xarelto 410 | 408,10248603,OLYSIO,OLYSIO,5967622528.0,t,t,0,303653,MO,100000000329,"Janssen Biotech, Inc.",17.23,2014-01-07,1,156256922,2014,0,drug-olysio 411 | 409,10248607,OLYSIO,OLYSIO,5967622528.0,t,t,0,303653,MO,100000000329,"Janssen Biotech, Inc.",5.83,2014-03-11,1,156256930,2014,0,drug-olysio 412 | 410,10248611,OLYSIO,OLYSIO,5967622528.0,t,t,0,303653,MO,100000000329,"Janssen Biotech, Inc.",13.72,2014-07-07,1,156256938,2014,0,drug-olysio 413 | 411,10248615,OLYSIO,OLYSIO,5967622528.0,t,t,0,303653,MO,100000000329,"Janssen Biotech, Inc.",0.42,2014-12-15,1,156256946,2014,0,drug-olysio 414 | 412,10248619,Simponi,Simponi,5789407001.0,t,t,0,303653,MO,100000000329,"Janssen Biotech, Inc.",1.63,2014-07-07,1,156256954,2014,0,drug-simponi 415 | 413,10248623,Xarelto,Xarelto,5045857810.0,t,f,0,1315534,NJ,100000000232,"Janssen Pharmaceuticals, Inc",2.5,2014-01-09,1,156256962,2014,0,drug-xarelto 416 | 414,10248627,Xarelto,Xarelto,5045857810.0,t,t,0,571260,GA,100000000232,"Janssen Pharmaceuticals, Inc",5.15,2014-04-28,1,156256970,2014,0,drug-xarelto 417 | 415,10248631,Invokana,Invokana,5045814001.0,t,t,0,223024,MO,100000000232,"Janssen Pharmaceuticals, Inc",21.52,2014-04-09,1,156256982,2014,0,drug-invokana 418 | 416,10248635,Xarelto,Xarelto,5045857810.0,t,t,0,387507,IL,100000000232,"Janssen Pharmaceuticals, Inc",11.47,2014-03-12,1,156256992,2014,0,drug-xarelto 419 | 417,10248639,Zytiga,Zytiga,5789415012.0,t,f,0,280388,TN,100000000329,"Janssen Biotech, Inc.",16.95,2014-05-21,1,156257000,2014,0,drug-zytiga 420 | 418,10248643,Imbruvica,Imbruvica,5796214009.0,t,f,0,108034,NY,100000000332,"Janssen Scientific Affairs, LLC",3000.0,2014-06-17,1,156257008,2014,0,drug-imbruvica 421 | 419,10248647,Imbruvica,Imbruvica,5796214009.0,t,f,0,108034,NY,100000000332,"Janssen Scientific Affairs, LLC",1500.0,2014-09-26,1,156257016,2014,0,drug-imbruvica 422 | 420,10248651,Imbruvica,Imbruvica,5796214009.0,t,f,0,108034,NY,100000000332,"Janssen Scientific Affairs, LLC",522.75,2014-08-06,1,156257024,2014,0,drug-imbruvica 423 | 421,10248655,Imbruvica,Imbruvica,5796214009.0,t,f,0,108034,NY,100000000332,"Janssen Scientific Affairs, LLC",35.0,2014-05-07,1,156257032,2014,0,drug-imbruvica 424 | 422,10248659,Imbruvica,Imbruvica,5796214009.0,t,f,0,26718,NY,100000000329,"Janssen Biotech, Inc.",18.22,2014-10-24,1,156257040,2014,0,drug-imbruvica 425 | 423,10248663,Zytiga,Zytiga,5789415012.0,t,t,0,26718,NY,100000000329,"Janssen Biotech, Inc.",5.74,2014-04-26,1,156257048,2014,0,drug-zytiga 426 | 424,10248667,Zytiga,Zytiga,5789415012.0,t,f,0,74106,MD,100000000329,"Janssen Biotech, Inc.",94.95,2014-05-07,1,156257056,2014,0,drug-zytiga 427 | 425,10248671,Zytiga,Zytiga,5789415012.0,t,f,0,74106,MD,100000000329,"Janssen Biotech, Inc.",6.71,2014-09-09,1,156257064,2014,0,drug-zytiga 428 | 426,10248675,Zytiga,Zytiga,5789415012.0,t,f,0,74106,MD,100000000332,"Janssen Scientific Affairs, LLC",124.41,2014-05-28,1,156257072,2014,0,drug-zytiga 429 | 427,10248679,Zytiga,Zytiga,5789415012.0,t,t,0,290047,CA,100000000329,"Janssen Biotech, Inc.",14.24,2014-04-22,1,156257080,2014,0,drug-zytiga 430 | 428,10248683,Stelara,Stelara,5789406002.0,t,f,0,203780,NY,100000000329,"Janssen Biotech, Inc.",94.95,2014-03-19,1,156257088,2014,0,drug-stelara 431 | 429,10248687,Stelara,Stelara,5789406002.0,t,f,0,203780,NY,100000000329,"Janssen Biotech, Inc.",19.01,2014-06-30,1,156257096,2014,0,drug-stelara 432 | 430,10248691,Xarelto,Xarelto,5045857810.0,t,t,0,74837,WI,100000000232,"Janssen Pharmaceuticals, Inc",16.0,2014-03-05,1,156257104,2014,0,drug-xarelto 433 | 431,10248695,Xarelto,Xarelto,5045857810.0,t,f,0,82846,NY,100000000232,"Janssen Pharmaceuticals, Inc",27.43,2014-05-29,1,156257112,2014,0,drug-xarelto 434 | 432,10248699,Xarelto,Xarelto,5045857810.0,t,t,0,37965,OK,100000000232,"Janssen Pharmaceuticals, Inc",11.28,2014-11-03,1,156257120,2014,0,drug-xarelto 435 | 433,10249095,Xarelto,Xarelto,5045857810.0,t,f,0,49823,TX,100000000232,"Janssen Pharmaceuticals, Inc",120.23,2014-10-14,1,156257974,2014,0,drug-xarelto 436 | 434,10248703,Invokana,Invokana,5045814001.0,t,t,0,37965,OK,100000000232,"Janssen Pharmaceuticals, Inc",8.49,2014-01-09,1,156257128,2014,0,drug-invokana 437 | 435,10248707,Invega Sustenna,Invega Sustenna,5045856001.0,t,f,0,353405,CA,100000000232,"Janssen Pharmaceuticals, Inc",18.18,2014-10-15,1,156257140,2014,0,drug-invega-sustenna 438 | 436,10248711,OLYSIO,OLYSIO,5967622528.0,t,t,0,175058,FL,100000000329,"Janssen Biotech, Inc.",12.94,2014-09-11,1,156257148,2014,0,drug-olysio 439 | 437,10248715,Xarelto,Xarelto,5045857810.0,t,f,0,223785,FL,100000000232,"Janssen Pharmaceuticals, Inc",3.28,2014-12-01,1,156257156,2014,0,drug-xarelto 440 | 438,10248719,Xarelto,Xarelto,5045857810.0,t,t,0,76823,MO,100000000232,"Janssen Pharmaceuticals, Inc",14.37,2014-04-07,1,156257164,2014,0,drug-xarelto 441 | 439,10248723,Remicade,Remicade,5789403001.0,t,t,0,524020,NC,100000000329,"Janssen Biotech, Inc.",14.09,2014-02-20,1,156257172,2014,0,drug-remicade 442 | 440,10248727,Remicade,Remicade,5789403001.0,t,t,0,524020,NC,100000000329,"Janssen Biotech, Inc.",13.21,2014-05-08,1,156257180,2014,0,drug-remicade 443 | 441,10248731,Xarelto,Xarelto,5045857810.0,t,f,0,59013,NJ,100000000232,"Janssen Pharmaceuticals, Inc",49.0,2014-11-03,1,156257188,2014,0,drug-xarelto 444 | 442,10248735,Xarelto,Xarelto,5045857810.0,t,f,0,110534,TN,100000000232,"Janssen Pharmaceuticals, Inc",9.31,2014-04-23,1,156257196,2014,0,drug-xarelto 445 | 443,10248739,OLYSIO,OLYSIO,5967622528.0,t,t,0,109803,NY,100000000329,"Janssen Biotech, Inc.",12.86,2014-04-28,1,156257204,2014,0,drug-olysio 446 | 444,10248743,Invokana,Invokana,5045814001.0,t,f,0,95590,MO,100000000232,"Janssen Pharmaceuticals, Inc",16.33,2014-03-04,1,156257212,2014,0,drug-invokana 447 | 445,10248747,Invokana,Invokana,5045814001.0,t,f,0,95590,MO,100000000232,"Janssen Pharmaceuticals, Inc",11.06,2014-11-04,1,156257220,2014,0,drug-invokana 448 | 446,10248751,Invokana,Invokana,5045814001.0,t,t,0,271110,NY,100000000232,"Janssen Pharmaceuticals, Inc",16.55,2014-01-18,1,156257228,2014,0,drug-invokana 449 | 447,10248755,Xarelto,Xarelto,5045857810.0,t,f,0,336118,TX,100000000232,"Janssen Pharmaceuticals, Inc",24.34,2014-01-23,1,156257236,2014,0,drug-xarelto 450 | 448,10248759,Xarelto,Xarelto,5045857810.0,t,f,0,336118,TX,100000000232,"Janssen Pharmaceuticals, Inc",6.3,2014-07-02,1,156257244,2014,0,drug-xarelto 451 | 449,10248763,Xarelto,Xarelto,5045857810.0,t,f,0,336118,TX,100000000232,"Janssen Pharmaceuticals, Inc",18.77,2014-10-10,1,156257252,2014,0,drug-xarelto 452 | 450,10248767,Invokana,Invokana,5045814001.0,t,t,0,323995,AZ,100000000232,"Janssen Pharmaceuticals, Inc",1.54,2014-01-24,1,156257260,2014,0,drug-invokana 453 | 451,10248771,Invokana,Invokana,5045814001.0,t,f,0,27963,TX,100000000232,"Janssen Pharmaceuticals, Inc",16.18,2014-03-26,1,156257272,2014,0,drug-invokana 454 | 452,10248775,Xarelto,Xarelto,5045857810.0,t,t,0,358411,RI,100000000232,"Janssen Pharmaceuticals, Inc",14.9,2014-06-20,1,156257282,2014,0,drug-xarelto 455 | 453,10248779,Invokana,Invokana,5045814001.0,t,f,0,358411,RI,100000000232,"Janssen Pharmaceuticals, Inc",113.22,2014-02-27,1,156257290,2014,0,drug-invokana 456 | 454,10248783,Xarelto,Xarelto,5045857810.0,t,f,0,358411,RI,100000000232,"Janssen Pharmaceuticals, Inc",100.0,2014-06-03,1,156257298,2014,0,drug-xarelto 457 | 455,10248787,Xarelto,Xarelto,5045857810.0,t,f,0,336045,LA,100000000232,"Janssen Pharmaceuticals, Inc",18.38,2014-10-20,1,156257306,2014,0,drug-xarelto 458 | 456,10248791,Invokana,Invokana,5045814001.0,t,f,0,1214498,NM,100000000232,"Janssen Pharmaceuticals, Inc",67.96,2014-12-08,1,156257318,2014,0,drug-invokana 459 | 457,10248795,Xarelto,Xarelto,5045857810.0,t,f,0,1300038,CA,100000000232,"Janssen Pharmaceuticals, Inc",1.91,2014-02-14,1,156257326,2014,0,drug-xarelto 460 | 458,10248799,Xarelto,Xarelto,5045857810.0,t,f,0,1300038,CA,100000000232,"Janssen Pharmaceuticals, Inc",27.41,2014-11-05,1,156257334,2014,0,drug-xarelto 461 | 459,10248803,Xarelto,Xarelto,5045857810.0,t,f,0,334777,CT,100000000232,"Janssen Pharmaceuticals, Inc",12.34,2014-09-09,1,156257342,2014,0,drug-xarelto 462 | 460,10248807,Nucynta,Nucynta,5045882002.0,t,f,0,718268,DE,100000000232,"Janssen Pharmaceuticals, Inc",9.61,2014-08-04,1,156257350,2014,0,drug-nucynta 463 | 461,10248811,Xarelto,Xarelto,5045857810.0,t,t,0,181667,VA,100000000232,"Janssen Pharmaceuticals, Inc",34.27,2014-07-24,1,156257360,2014,0,drug-xarelto 464 | 462,10248815,Nucynta,Nucynta,5045882002.0,t,f,0,209542,CA,100000000232,"Janssen Pharmaceuticals, Inc",13.39,2014-04-01,1,156257368,2014,0,drug-nucynta 465 | 463,10248819,Nucynta,Nucynta,5045882002.0,t,f,0,209542,CA,100000000232,"Janssen Pharmaceuticals, Inc",3.82,2014-07-02,1,156257376,2014,0,drug-nucynta 466 | 464,10248823,Nucynta,Nucynta,5045882002.0,t,f,0,209542,CA,100000000232,"Janssen Pharmaceuticals, Inc",11.14,2014-08-21,1,156257384,2014,0,drug-nucynta 467 | 465,10248827,Nucynta,Nucynta,5045882002.0,t,f,0,209542,CA,100000000232,"Janssen Pharmaceuticals, Inc",4.54,2014-09-30,1,156257392,2014,0,drug-nucynta 468 | 466,10248831,Xarelto,Xarelto,5045857810.0,t,f,0,176669,NJ,100000000232,"Janssen Pharmaceuticals, Inc",13.0,2014-12-20,1,156257414,2014,0,drug-xarelto 469 | 467,10248835,Xarelto,Xarelto,5045857810.0,t,f,0,294522,OH,100000000232,"Janssen Pharmaceuticals, Inc",14.24,2014-10-28,1,156257422,2014,0,drug-xarelto 470 | 468,10248839,Xarelto,Xarelto,5045857810.0,t,f,0,258565,MI,100000000232,"Janssen Pharmaceuticals, Inc",14.15,2014-10-29,1,156257430,2014,0,drug-xarelto 471 | 469,10248843,Xarelto,Xarelto,5045857810.0,t,f,0,563052,OH,100000000232,"Janssen Pharmaceuticals, Inc",17.1,2014-06-12,1,156257438,2014,0,drug-xarelto 472 | 470,10248847,Simponi,Simponi,5789407001.0,t,t,0,306348,OH,100000000329,"Janssen Biotech, Inc.",14.88,2014-05-16,1,156257446,2014,0,drug-simponi 473 | 471,10248851,Simponi,Simponi,5789407001.0,t,t,0,306348,OH,100000000329,"Janssen Biotech, Inc.",4.06,2014-11-07,1,156257454,2014,0,drug-simponi 474 | 472,10248855,Olysio,Olysio,5967626140.0,t,f,0,320822,TX,100000000325,"Janssen Products, LP",77.94,2014-05-08,1,156257464,2014,0,drug-olysio 475 | 473,10248859,Remicade,Remicade,5789403001.0,t,t,0,320822,TX,100000000329,"Janssen Biotech, Inc.",9.97,2014-03-26,1,156257472,2014,0,drug-remicade 476 | 474,10248863,Invokana,Invokana,5045814001.0,t,f,0,231381,GA,100000000232,"Janssen Pharmaceuticals, Inc",40.0,2014-11-14,1,156257478,2014,0,drug-invokana 477 | 475,10248867,Xarelto,Xarelto,5045857810.0,t,f,0,54282,IL,100000000232,"Janssen Pharmaceuticals, Inc",2.26,2014-05-21,1,156257488,2014,0,drug-xarelto 478 | 476,10248871,Nucynta,Nucynta,5045882002.0,t,f,0,5198,LA,100000000232,"Janssen Pharmaceuticals, Inc",16.97,2014-04-29,1,156257496,2014,0,drug-nucynta 479 | 477,10248875,Simponi Aria,Simponi Aria,5789435089.0,t,t,0,63383,NY,100000000329,"Janssen Biotech, Inc.",28.26,2014-03-27,1,156257512,2014,0,drug-simponi-aria 480 | 478,10248879,Simponi Aria,Simponi Aria,5789435089.0,t,t,0,63383,NY,100000000329,"Janssen Biotech, Inc.",3.39,2014-01-16,1,156257520,2014,0,drug-simponi-aria 481 | 479,10248883,Simponi Aria,Simponi Aria,5789435089.0,t,t,0,63383,NY,100000000329,"Janssen Biotech, Inc.",2.06,2014-02-13,1,156257528,2014,0,drug-simponi-aria 482 | 480,10248887,Simponi Aria,Simponi Aria,5789435089.0,t,t,0,63383,NY,100000000329,"Janssen Biotech, Inc.",2.59,2014-06-23,1,156257536,2014,0,drug-simponi-aria 483 | 481,10248891,Simponi Aria,Simponi Aria,5789406002.0,t,t,0,63383,NY,100000000329,"Janssen Biotech, Inc.",2.17,2014-03-07,1,156257544,2014,0,drug-simponi-aria 484 | 482,10248895,Simponi Aria,Simponi Aria,5789406002.0,t,t,0,63383,NY,100000000329,"Janssen Biotech, Inc.",4.95,2014-05-22,1,156257552,2014,0,drug-simponi-aria 485 | 483,10248899,Simponi Aria,Simponi Aria,5789406002.0,t,t,0,63383,NY,100000000329,"Janssen Biotech, Inc.",4.87,2014-10-09,1,156257560,2014,0,drug-simponi-aria 486 | 484,10248903,Simponi Aria,Simponi Aria,5789406002.0,t,t,0,63383,NY,100000000329,"Janssen Biotech, Inc.",25.88,2014-12-04,1,156257568,2014,0,drug-simponi-aria 487 | 485,10248907,Simponi Aria,Simponi Aria,5789435089.0,t,f,0,63383,NY,100000000329,"Janssen Biotech, Inc.",85.13,2014-03-20,1,156257576,2014,0,drug-simponi-aria 488 | 486,10248911,Simponi Aria,Simponi Aria,5789435089.0,t,f,0,63383,NY,100000000329,"Janssen Biotech, Inc.",11.25,2014-11-12,1,156257584,2014,0,drug-simponi-aria 489 | 487,10248915,Invokana,Invokana,5045814001.0,t,t,0,8341,MI,100000000232,"Janssen Pharmaceuticals, Inc",4.44,2014-09-12,1,156257594,2014,0,drug-invokana 490 | 488,10248919,Xarelto,Xarelto,5045857810.0,t,f,0,1108740,TN,100000000232,"Janssen Pharmaceuticals, Inc",9.98,2014-04-07,1,156257602,2014,0,drug-xarelto 491 | 489,10248923,Invokana,Invokana,5045814001.0,t,t,0,11095,NJ,100000000232,"Janssen Pharmaceuticals, Inc",13.66,2014-03-27,1,156257610,2014,0,drug-invokana 492 | 490,10248927,Xarelto,Xarelto,5045857810.0,t,f,0,11095,NJ,100000000232,"Janssen Pharmaceuticals, Inc",2.3,2014-03-31,1,156257618,2014,0,drug-xarelto 493 | 491,10248931,Olysio,Olysio,5967622896.0,t,f,0,198127,NJ,100000000232,"Janssen Pharmaceuticals, Inc",3000.0,2014-03-31,1,156257630,2014,0,drug-olysio 494 | 492,10248935,Olysio,Olysio,5967623168.0,t,f,0,198127,NJ,100000000325,"Janssen Products, LP",1500.0,2014-06-16,1,156257638,2014,0,drug-olysio 495 | 493,10248939,Olysio,Olysio,5967623818.0,t,f,0,198127,NJ,100000000325,"Janssen Products, LP",139.98,2014-05-13,1,156257646,2014,0,drug-olysio 496 | 494,10248943,Olysio,Olysio,5967626433.0,t,f,0,198127,NJ,100000000325,"Janssen Products, LP",61.0,2014-05-27,1,156257654,2014,0,drug-olysio 497 | 495,10248947,Prezista,Prezista,5967656101.0,t,f,0,198127,NJ,100000000329,"Janssen Biotech, Inc.",23.08,2014-07-22,1,156257662,2014,0,drug-prezista 498 | 496,10248951,Prezista,Prezista,5967656101.0,t,f,0,198127,NJ,100000000325,"Janssen Products, LP",2500.0,2014-10-24,1,156257670,2014,0,drug-prezista 499 | 497,10248955,Prezista,Prezista,5967656101.0,t,f,0,198127,NJ,100000000325,"Janssen Products, LP",30.0,2014-05-16,1,156257678,2014,0,drug-prezista 500 | 498,10248959,Xarelto,Xarelto,5045857810.0,t,f,0,3174,VA,100000000232,"Janssen Pharmaceuticals, Inc",13.99,2014-01-10,1,156257694,2014,0,drug-xarelto 501 | 499,10248963,Zytiga,Zytiga,5789415012.0,t,t,0,176521,PA,100000000329,"Janssen Biotech, Inc.",13.03,2014-10-14,1,156257702,2014,0,drug-zytiga 502 | --------------------------------------------------------------------------------