2c:null 2d:["$","title",null,{"children":"MLB Transaction after the 2025 regular season | double_dose_larry | Observable"}] 32:[{"id":"623bfe5eaed81f920bd4494e861b078e3eddc203dc33c5bc8fed2272b972ce6639854931f21e3d510d83f5f5dcc444acb69151434c9babb7839f38281c290630","href":"https://static.observableusercontent.com/files/623bfe5eaed81f920bd4494e861b078e3eddc203dc33c5bc8fed2272b972ce6639854931f21e3d510d83f5f5dcc444acb69151434c9babb7839f38281c290630","name":"transactionData.json","type":"application/json","lastModified":1767894151852.013,"size":224034}] 30:{"id":"1a70dc37b56c77a6","slug":"mlb_transactions_by_team","title":"MLB Transaction after the 2025 regular season","thumbnail":"53a9b2284510409186341a805ee724ed3b6a3a53dd3363835d5a5161c64bc586","access_level":"public","create_time":"$D2026-01-08T17:39:49.156Z","update_time":"$D2026-01-09T19:04:30.888Z","view_time":null,"first_public_time":"$D2026-01-09T15:29:34.797Z","has_unpublished_edits":null,"fork":false,"stars":0,"starred":false,"owner":{"type":"team","id":"aa3c1f7e02836b8c","login":"double-dose-larry","name":"double_dose_larry","avatar_url":"https://avatars-next.observableusercontent.com/48df8dc0c3eac227c9f2f31059eca2e7dbb887cfe4683733684b40c56f305742","tier":"starter_2024","bio":""},"version":316,"publish_version":null,"role":null,"authored":false,"authors":[{"type":"individual","id":"602563ee33c2e465","login":"double-dose-larry","name":"double_dose_larry","avatar_url":"https://avatars-next.observableusercontent.com/48df8dc0c3eac227c9f2f31059eca2e7dbb887cfe4683733684b40c56f305742","tier":null,"bio":""}],"members":[{"type":"individual","id":"602563ee33c2e465","login":"double-dose-larry","name":"double_dose_larry","avatar_url":"https://avatars-next.observableusercontent.com/48df8dc0c3eac227c9f2f31059eca2e7dbb887cfe4683733684b40c56f305742","tier":null,"role":"editor"},{"type":"team","id":"aa3c1f7e02836b8c","login":"double-dose-larry","name":"double_dose_larry","avatar_url":"https://avatars-next.observableusercontent.com/48df8dc0c3eac227c9f2f31059eca2e7dbb887cfe4683733684b40c56f305742","tier":"starter_2024","role":"editor"}],"comments":[],"custom_thumbnail":false,"trashed":false,"lapsed":null,"subscribed":null,"forks":0,"collection":null,"type":"notebook","body":{"titling":"auto","title":"MLB Transaction after the 2025 regular season","cells":[{"id":0,"value":"# MLB Transaction after the 2025 regular season","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":219,"value":"

\nThe data for this chart was scraped from [Sportac.com transactions](https://www.spotrac.com/mlb/transactions/_/start/2025-11-01/end/2026-01-08). Date range is ${minDate.toISOString().slice(0,10)} to ${maxDate.toISOString().slice(0,10)}.\n
\n
\nI grabbed pretty much just the text from the table and did some quick and dirty parsing. There's bound to be some mistakes. Either way it seems to be mostly good.\n
\n
\nFeel free to play around with the transaction types selection and transactions after date. I just kinda randomly picked November 1st as the start, being that it was the end of the regular 2025 season. IDK if it's actually a good date.\n

\n","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":282,"value":"### Plot filters","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":100,"value":"viewof selectedTranTypes = Inputs.checkbox(tranTypes, {\n label: \"Select Transaction Types\",\n value: [\"Signed\", \"Traded\"]\n})","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":179,"value":"viewof afterDate = Inputs.date({ label: \"Transaction After\", value: minDate })","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":51,"value":"Plot.plot({\n style: { fontSize: 16 },\n width,\n height: 600,\n color: { legend: true },\n marginBottom: 90,\n marginLeft: 70,\n marginTop: 40,\n x: {\n label: \"Team\",\n tickRotate: -90,\n tickSize: 6,\n tickPadding: 8\n },\n y: {\n label: \"Count of Transactions\",\n labelAnchor: \"center\",\n labelOffset: 70\n },\n marks: [\n Plot.barY(\n // search,\n parsedTransactions.filter(\n (d) => selectedTranTypes.includes(d.tranType) && d.date > afterDate\n ),\n Plot.groupX({ y: \"count\" }, { x: \"team\", fill: \"tranType\", stack: true })\n )\n ]\n})","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":48,"value":"## Data","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":238,"value":"viewof search = Inputs.search(parsedTransactions)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":230,"value":"viewof tranView = Inputs.table(search, {\n columns: [\"name\", \"position\", \"team\", \"fullText\"],\n width: {\n name: 70,\n position: 30,\n team: 30,\n fullText: 600\n },\n header: { position: \"Pos\", team: \"Team\", fullText: \"Transaction Description\" }\n})","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":288,"value":"---","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":46,"value":"## Utility Functions, Constants and Style touchups","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"","database":"$undefined"},{"id":12,"value":"parsedTransactions = transactionData.map((t) => parseTransaction(t))","pinned":false,"hidden":true,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":6,"value":"transactionData = FileAttachment(\"transactionData.json\").json()","pinned":false,"hidden":true,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":76,"value":"tranTypes = [\n \"Purchased\",\n \"Agreed\",\n \"Claimed\",\n \"Declined\",\n \"Designated\",\n \"Exercised\",\n \"Hired\",\n \"Non-Tendered\",\n \"Outrighted\",\n \"Released\",\n \"Retired\",\n \"Returned\",\n \"Signed\",\n \"Traded\",\n \"Rule 5 Drafted\",\n \"Extended\"\n]","pinned":false,"hidden":true,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":156,"value":"minDate = d3.min(parsedTransactions, (d) => d.date)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":158,"value":"maxDate = d3.max(parsedTransactions, (d) => d.date)","pinned":false,"hidden":true,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":9,"value":"parseTransaction = (tranObject) => {\n const name = tranObject.name.split(\"(\")[0].trim();\n const position = tranObject.name.split(\"(\")[1].replace(\")\", \"\") || \"\";\n const date = new Date(tranObject.text.split(\" - \")[0]);\n const team = tranObject.text.match(/\$([A-Z]+)\$/)?.[1];\n const duration = tranObject.text.match(/\\d year/)?.[0];\n const amount = tranObject.text.match(/\\$(\\d+)/)?.[1] * 1000000;\n\n const text = tranObject.text.toLowerCase();\n const tranType =\n tranTypes.find((type) =>\n new RegExp(`\\\\b${type}\\\\b`, \"i\").test(tranObject.text)\n ) ?? null;\n\n return {\n name,\n position,\n date,\n tranType,\n team,\n duration,\n amount,\n fullText: tranObject.text\n };\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":144,"value":"html``","pinned":false,"hidden":true,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"}],"files":"$W32","stdlib":"1"}} 31:"$30:body"