diff --git a/data/funders/optimism/uploads/grants_season_1.csv b/data/funders/optimism/uploads/grants_season_1.csv
index a347b09..3908270 100644
--- a/data/funders/optimism/uploads/grants_season_1.csv
+++ b/data/funders/optimism/uploads/grants_season_1.csv
@@ -17,7 +17,7 @@ hundred-finance,300000.0,2022-07-01,optimism,grants_season_1,"{""application_nam
 kwenta,900000.0,2022-07-01,optimism,grants_season_1,"{""application_name"": ""Kwenta"", ""application_url"": ""https://gov.optimism.io/t/gf-phase-0-proposal-kwenta-protocol/1122/2"", ""token_amount"": 900000.0, ""token_unit"": ""OP""}"
 layer2dao,300000.0,2022-07-01,optimism,grants_season_1,"{""application_name"": ""Layer2dao"", ""application_url"": ""https://gov.optimism.io/t/gf-phase-0-proposal-layer2dao/1198/8"", ""token_amount"": 300000.0, ""token_unit"": ""OP""}"
 derivexyz,3000000.0,2022-07-01,optimism,grants_season_1,"{""application_name"": ""Lyra V1"", ""application_url"": ""https://gov.optimism.io/t/gf-phase-0-proposal-lyra-finance/202/22"", ""token_amount"": 3000000.0, ""token_unit"": ""OP""}"
-mean-finance,300000.0,2022-07-01,optimism,grants_season_1,"{""application_name"": ""Mean Finance"", ""application_url"": ""https://gov.optimism.io/t/ready-gf-phase-1-proposal-mean-finance/2537"", ""token_amount"": 300000.0, ""token_unit"": ""OP""}"
+balmy-protocol,300000.0,2022-07-01,optimism,grants_season_1,"{""application_name"": ""Mean Finance"", ""application_url"": ""https://gov.optimism.io/t/ready-gf-phase-1-proposal-mean-finance/2537"", ""token_amount"": 300000.0, ""token_unit"": ""OP""}"
 perpetual-protocol,9000000.0,2022-07-01,optimism,grants_season_1,"{""application_name"": ""Perpetual Protocol"", ""application_url"": ""https://gov.optimism.io/t/gf-phase-0-proposal-perpetual-protocol/201/13"", ""token_amount"": 9000000.0, ""token_unit"": ""OP""}"
 pickle-finance,200000.0,2022-07-01,optimism,grants_season_1,"{""application_name"": ""Pickle Finance"", ""application_url"": ""https://gov.optimism.io/t/ready-gf-phase-1-proposal-pickle-finance/2723"", ""token_amount"": 200000.0, ""token_unit"": ""OP""}"
 pika-protocol,900000.0,2022-07-01,optimism,grants_season_1,"{""application_name"": ""Pika Protocol"", ""application_url"": ""https://gov.optimism.io/t/gf-phase-0-proposal-pika-protocol/1103"", ""token_amount"": 900000.0, ""token_unit"": ""OP""}"
diff --git a/data/funders/stellar/uploads/scf-20.csv b/data/funders/stellar/uploads/scf-20.csv
index 1d9984d..a4dc3f9 100644
--- a/data/funders/stellar/uploads/scf-20.csv
+++ b/data/funders/stellar/uploads/scf-20.csv
@@ -1,34 +1,34 @@
-to_project_name,amount,funding_date,from_funder_name,grant_name,grant_pool_name,metadata
-clob,14792.10,2023-10-24,stellar,stellar_community_fund,scf-20,"{""application_name"": ""CLOB (A Central Limit Order Book)"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recybx0H21Mma9nmz"",""token_amount"": 125378.03,""token_unit"": ""XLM""}"
-phoenix,100000.00,2023-11-14,stellar,stellar_community_fund,scf-20,"{""application_name"": ""Phoenix Hub v2"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recyJLOWkdnsGtimI"",""token_amount"": 831808.4,""token_unit"": ""XLM""}"
-soroban-react,25000.00,2023-11-07,stellar,stellar_community_fund,scf-20,"{""application_name"": ""@soroban-react and Boilerplate"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recBHrtJV6ztGGICQ"",""token_amount"": 200288.4,""token_unit"": ""XLM""}"
-scout,50000.00,2023-11-09,stellar,stellar_community_fund,scf-20,"{""application_name"": ""Scout - Soroban Smart Contract"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/rec9qEUMQyHnfk1ln"",""token_amount"": 386518.2,""token_unit"": ""XLM""}"
-skopa,37840.00,2023-12-05,stellar,stellar_community_fund,scf-20,"{""application_name"": ""Skopa"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recagcYqPo0lfLMtO"",""token_amount"": 314100.7,""token_unit"": ""XLM""}"
-allbridge-core,50000.00,2023-11-07,stellar,stellar_community_fund,scf-20,"{""application_name"": ""Allbridge Core"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recbUS7phMUCfxP6V"",""token_amount"": 400576.8,""token_unit"": ""XLM""}"
-reflector,96000.00,2023-11-15,stellar,stellar_community_fund,scf-20,"{""application_name"": ""Reflector | Expansion"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recfrasfvgSGAXEZD"",""token_amount"": 800200.1,""token_unit"": ""XLM""}"
-aurapay,36300.00,2023-11-15,stellar,stellar_community_fund,scf-20,"{""application_name"": ""Aura | A Stellar EURC on-ramp"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recjKlTlDgoV5dgAr"",""token_amount"": 302575.6,""token_unit"": ""XLM""}"
-communidao,75600.00,2023-11-14,stellar,stellar_community_fund,scf-20,"{""application_name"": ""CommuniDAO - A NFT Member DAO"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recJqAK96rS4QEe0v"",""token_amount"": 628847.1,""token_unit"": ""XLM""}"
-dia-oracles,38000.00,2023-11-15,stellar,stellar_community_fund,scf-20,"{""application_name"": ""DIA Oracles on Soroban"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recQH7t1KOVb8jBOH"",""token_amount"": 316745.9,""token_unit"": ""XLM""}"
-formal-verso,50000.00,2023-11-15,stellar,stellar_community_fund,scf-20,"{""application_name"": ""Formal VerSo"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recSrr56oFNwtem56"",""token_amount"": 416770.9,""token_unit"": ""XLM""}"
-solidity-contracts-on-soroban,15000.00,2023-11-09,stellar,stellar_community_fund,scf-20,"{""application_name"": ""Solidity Contracts on Soroban"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recWWbmWDvFunh3xR"",""token_amount"": 115955.5,""token_unit"": ""XLM""}"
-derisk,50000.00,2023-11-06,stellar,stellar_community_fund,scf-20,"{""application_name"": ""DeRisk - Monitoring DeFi risks"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recWVVLF0ufdI0y0Z"",""token_amount"": 375968.1,""token_unit"": ""XLM""}"
-rwa-tokenization-on-stellar,50000.00,2023-12-06,stellar,stellar_community_fund,scf-20,"{""application_name"": ""RWA Tokenization on Stellar"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recXjFURUH3LkyzQA"",""token_amount"": 400390.1,""token_unit"": ""XLM""}"
-kmac-state-machine-template,7500.00,2023-11-07,stellar,stellar_community_fund,scf-20,"{""application_name"": ""KMAC State Machine Template"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recY4eR4uXNvkXnAG"",""token_amount"": 60086.52,""token_unit"": ""XLM""}"
-qstn,2500.00,2023-10-02,stellar,stellar_community_fund,scf-20,"{""application_name"": ""QSTN"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recZdJNenl5amnxbv"",""token_amount"": 21587.08,""token_unit"": ""XLM""}"
-bank2bit,48000.00,2023-12-05,stellar,stellar_community_fund,scf-20,"{""application_name"": ""Bank2Bit by Bloxcross"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recZRSwovS4aApiHA"",""token_amount"": 398436.5,""token_unit"": ""XLM""}"
-anchain-ai,50000.00,2023-11-09,stellar,stellar_community_fund,scf-20,"{""application_name"": ""AnChain.AI Web3SOC"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/rec0XJ3vYm5B0cls9"",""token_amount"": 386518.2,""token_unit"": ""XLM""}"
-ionize-stellar-asset-bridge,30000.00,2023-10-31,stellar,stellar_community_fund,scf-20,"{""application_name"": ""Ionize: Stellar Asset Bridge"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/rec1ZAs0f7cw3mGFX"",""token_amount"": 251551.23,""token_unit"": ""XLM""}"
-satellite-we-work-out,24960.00,2023-11-09,stellar,stellar_community_fund,scf-20,"{""application_name"": ""Satellite + We Work Out"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/rec19jhYls3BBJx9H"",""token_amount"": 192949.9,""token_unit"": ""XLM""}"
-borderless,43000.00,2023-11-09,stellar,stellar_community_fund,scf-20,"{""application_name"": ""Borderless"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/rec32utFP3jR18fr7"",""token_amount"": 332405.7,""token_unit"": ""XLM""}"
-okashi,100000.00,2023-11-14,stellar,stellar_community_fund,scf-20,"{""application_name"": ""Okashi - Production Release"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/rec3E6adszfXUHoyR"",""token_amount"": 831808.4,""token_unit"": ""XLM""}"
-emigro,33920.00,2023-11-14,stellar,stellar_community_fund,scf-20,"{""application_name"": ""Emigro Launch"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/rec3V2931dtXFcoML"",""token_amount"": 282149.4,""token_unit"": ""XLM""}"
-kwickbit-corp-defi-accounting,39000.00,2023-11-09,stellar,stellar_community_fund,scf-20,"{""application_name"": ""KwickBit: Compliance made easy"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/rec4NbrgB4FWGVIm4"",""token_amount"": 301484.2,""token_unit"": ""XLM""}"
-chainsatlas,49240.00,2023-12-19,stellar,stellar_community_fund,scf-20,"{""application_name"": ""ChainsAtlas/VirtualizationUnit"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/rec6i1x0pe4BSySPD"",""token_amount"": 409548.4,""token_unit"": ""XLM""}"
-steepx-stellar-explorer,19600.00,2023-11-14,stellar,stellar_community_fund,scf-20,"{""application_name"": ""Stellar Explorer"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/reccUoeNl7hFKThtM"",""token_amount"": 163034.4,""token_unit"": ""XLM""}"
-walletban,20000.00,2023-11-06,stellar,stellar_community_fund,scf-20,"{""application_name"": ""Walletban"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recdrPETj4S6sFkPc"",""token_amount"": 150387.2,""token_unit"": ""XLM""}"
-stroopy-ai,21370.00,2023-10-31,stellar,stellar_community_fund,scf-20,"{""application_name"": ""Stroopy.AI"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recrI2qG6eVcHi3MA"",""token_amount"": 179188.32,""token_unit"": ""XLM""}"
-sorobanmath,40000.00,2023-12-05,stellar,stellar_community_fund,scf-20,"{""application_name"": ""SorobanMath"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recLrZzcvzjqBngsh"",""token_amount"": 332030.4,""token_unit"": ""XLM""}"
-sorosan,29000.00,2023-11-06,stellar,stellar_community_fund,scf-20,"{""application_name"": ""Sorosan"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recOUvfemPw2HWWtK"",""token_amount"": 218061.5,""token_unit"": ""XLM""}"
-stellargpt,25000.00,2023-11-29,stellar,stellar_community_fund,scf-20,"{""application_name"": ""StellarGPT"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/rec3J9EW3GQO3lgXR"",""token_amount"": 210881.5,""token_unit"": ""XLM""}"
-sorobanpulse,97500.00,2023-11-20,stellar,stellar_community_fund,scf-20,"{""application_name"": ""SorobanPulse v2"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/rec78cnFmi3n9aMxx"",""token_amount"": 805252.7,""token_unit"": ""XLM""}"
-sorscan,33500.00,2023-11-29,stellar,stellar_community_fund,scf-20,"{""application_name"": ""Sorscan"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/rec7zAshryot9zFyx"",""token_amount"": 282581.2,""token_unit"": ""XLM""}"
\ No newline at end of file
+to_project_name,amount,funding_date,from_funder_name,grant_name,grant_pool_name,metadata
+clob,14792.1,2023-10-24,stellar,stellar_community_fund,scf-20,"{""application_name"": ""CLOB (A Central Limit Order Book)"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recybx0H21Mma9nmz"",""token_amount"": 125378.03,""token_unit"": ""XLM""}"
+phoenix,100000.0,2023-11-14,stellar,stellar_community_fund,scf-20,"{""application_name"": ""Phoenix Hub v2"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recyJLOWkdnsGtimI"",""token_amount"": 831808.4,""token_unit"": ""XLM""}"
+soroban-react,25000.0,2023-11-07,stellar,stellar_community_fund,scf-20,"{""application_name"": ""@soroban-react and Boilerplate"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recBHrtJV6ztGGICQ"",""token_amount"": 200288.4,""token_unit"": ""XLM""}"
+scout,50000.0,2023-11-09,stellar,stellar_community_fund,scf-20,"{""application_name"": ""Scout - Soroban Smart Contract"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/rec9qEUMQyHnfk1ln"",""token_amount"": 386518.2,""token_unit"": ""XLM""}"
+skopa,37840.0,2023-12-05,stellar,stellar_community_fund,scf-20,"{""application_name"": ""Skopa"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recagcYqPo0lfLMtO"",""token_amount"": 314100.7,""token_unit"": ""XLM""}"
+allbridge-core,50000.0,2023-11-07,stellar,stellar_community_fund,scf-20,"{""application_name"": ""Allbridge Core"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recbUS7phMUCfxP6V"",""token_amount"": 400576.8,""token_unit"": ""XLM""}"
+reflector,96000.0,2023-11-15,stellar,stellar_community_fund,scf-20,"{""application_name"": ""Reflector | Expansion"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recfrasfvgSGAXEZD"",""token_amount"": 800200.1,""token_unit"": ""XLM""}"
+aurapay,36300.0,2023-11-15,stellar,stellar_community_fund,scf-20,"{""application_name"": ""Aura | A Stellar EURC on-ramp"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recjKlTlDgoV5dgAr"",""token_amount"": 302575.6,""token_unit"": ""XLM""}"
+communidao,75600.0,2023-11-14,stellar,stellar_community_fund,scf-20,"{""application_name"": ""CommuniDAO - A NFT Member DAO"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recJqAK96rS4QEe0v"",""token_amount"": 628847.1,""token_unit"": ""XLM""}"
+diadata-org,38000.0,2023-11-15,stellar,stellar_community_fund,scf-20,"{""application_name"": ""DIA Oracles on Soroban"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recQH7t1KOVb8jBOH"",""token_amount"": 316745.9,""token_unit"": ""XLM""}"
+formal-verso,50000.0,2023-11-15,stellar,stellar_community_fund,scf-20,"{""application_name"": ""Formal VerSo"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recSrr56oFNwtem56"",""token_amount"": 416770.9,""token_unit"": ""XLM""}"
+solidity-contracts-on-soroban,15000.0,2023-11-09,stellar,stellar_community_fund,scf-20,"{""application_name"": ""Solidity Contracts on Soroban"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recWWbmWDvFunh3xR"",""token_amount"": 115955.5,""token_unit"": ""XLM""}"
+derisk,50000.0,2023-11-06,stellar,stellar_community_fund,scf-20,"{""application_name"": ""DeRisk - Monitoring DeFi risks"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recWVVLF0ufdI0y0Z"",""token_amount"": 375968.1,""token_unit"": ""XLM""}"
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+steepx-stellar-explorer,19600.0,2023-11-14,stellar,stellar_community_fund,scf-20,"{""application_name"": ""Stellar Explorer"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/reccUoeNl7hFKThtM"",""token_amount"": 163034.4,""token_unit"": ""XLM""}"
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+stellargpt,25000.0,2023-11-29,stellar,stellar_community_fund,scf-20,"{""application_name"": ""StellarGPT"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/rec3J9EW3GQO3lgXR"",""token_amount"": 210881.5,""token_unit"": ""XLM""}"
+sorobanpulse,97500.0,2023-11-20,stellar,stellar_community_fund,scf-20,"{""application_name"": ""SorobanPulse v2"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/rec78cnFmi3n9aMxx"",""token_amount"": 805252.7,""token_unit"": ""XLM""}"
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diff --git a/data/funders/stellar/uploads/scf-22.csv b/data/funders/stellar/uploads/scf-22.csv
index e1cee40..25c2002 100644
--- a/data/funders/stellar/uploads/scf-22.csv
+++ b/data/funders/stellar/uploads/scf-22.csv
@@ -1,34 +1,34 @@
-to_project_name,amount,funding_date,from_funder_name,grant_name,grant_pool_name,metadata
-posted-solar,24000.00,2023-12-18,stellar,stellar_community_fund,scf-22,"{""application_name"": ""Posted"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recAJUif7d6m2q3J3"",""token_amount"": 201342.3,""token_unit"": ""XLM""}"
-soroban-governor-dao-soroban-governor,31300.00,2024-01-22,stellar,stellar_community_fund,scf-22,"{""application_name"": ""Soroban Governor DAO"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recB4ormy61AOrN5I"",""token_amount"": 276233.34,""token_unit"": ""XLM""}"
-givecredit,33000.00,2024-01-22,stellar,stellar_community_fund,scf-22,"{""application_name"": ""GiveCredit"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recal7H9VYGzL17M0"",""token_amount"": 291236.43,""token_unit"": ""XLM""}"
-meru,76840.00,2024-01-03,stellar,stellar_community_fund,scf-22,"{""application_name"": ""On-ramp thru US bank account"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recdQqHy4AR9ZBWyO"",""token_amount"": 636092.71,""token_unit"": ""XLM""}"
-gecko-fuzz,30000.00,2023-12-19,stellar,stellar_community_fund,scf-22,"{""application_name"": ""Gecko Fuzz: Automated Fuzzing"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recgaYJqkY6XAjubP"",""token_amount"": 249521.7,""token_unit"": ""XLM""}"
-encode-club,14999.00,2023-12-15,stellar,stellar_community_fund,scf-22,"{""application_name"": ""Encode Soroban/Stellar Educae"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/reckoIk9ZoZ7UbElb"",""token_amount"": 120251.7,""token_unit"": ""XLM""}"
-coins-ph-stellar-remittances,50000.00,2024-01-11,stellar,stellar_community_fund,scf-22,"{""application_name"": ""Coins.ph: Stellar Remittances"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recnpsdfOyqPQpkUK"",""token_amount"": 402738.62,""token_unit"": ""XLM""}"
-chef,18000.00,2023-12-15,stellar,stellar_community_fund,scf-22,"{""application_name"": ""Chef"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recskJRJnsD63Lg4G"",""token_amount"": 144311.7,""token_unit"": ""XLM""}"
-php-anchor-sdk,36400.00,2023-12-15,stellar,stellar_community_fund,scf-22,"{""application_name"": ""PHP Anchor SDK"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/rect8pQfINu8Enmqh"",""token_amount"": 291830.4,""token_unit"": ""XLM""}"
-ortege-ai,40000.00,2024-01-16,stellar,stellar_community_fund,scf-22,"{""application_name"": ""Ortege AI"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recJwxwdJWnSRqsDR"",""token_amount"": 338552.68,""token_unit"": ""XLM""}"
-kyc-token-ui-for-rwa,45000.00,2024-01-05,stellar,stellar_community_fund,scf-22,"{""application_name"": ""KYC Token & UI for RWA"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recK8gdGynSRyEhc5"",""token_amount"": 384944.39,""token_unit"": ""XLM""}"
-flux,38000.00,2023-12-18,stellar,stellar_community_fund,scf-22,"{""application_name"": ""Flux"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recKRR940Gb200ZlO"",""token_amount"": 318791.9,""token_unit"": ""XLM""}"
-ultra-stellar-lobstr,88000.00,2024-01-03,stellar,stellar_community_fund,scf-22,"{""application_name"": ""LOBSTR: new Soroban features"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recLPGmYh7sNVjRz7"",""token_amount"": 728476.82,""token_unit"": ""XLM""}"
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-anchor-transparency-node,40000.00,2023-12-15,stellar,stellar_community_fund,scf-22,"{""application_name"": ""Anchor Transparency Node"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recVxyQ6OUzSnT44d"",""token_amount"": 320692.7,""token_unit"": ""XLM""}"
-borderless,82500.00,2024-01-03,stellar,stellar_community_fund,scf-22,"{""application_name"": ""Borderless Payments"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recWsJsebcTT9zF3Q"",""token_amount"": 682947.01,""token_unit"": ""XLM""}"
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-ramm-global-retail-commerce,38500.00,2023-12-19,stellar,stellar_community_fund,scf-22,"{""application_name"": ""RAMM: Global Retail Commerce"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/rec3MBR9xIV3XOJw1"",""token_amount"": 320219.6,""token_unit"": ""XLM""}"
-estrela,48000.00,2023-12-14,stellar,stellar_community_fund,scf-22,"{""application_name"": ""Estrela"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/rec4bVlu0r3K0SEzo"",""token_amount"": 384985.6,""token_unit"": ""XLM""}"
-flutter-wallet-sdk,22000.00,2023-12-14,stellar,stellar_community_fund,scf-22,"{""application_name"": ""Flutter Wallet SDK"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/rec6KM9NQ4ajoMHTW"",""token_amount"": 176451.7,""token_unit"": ""XLM""}"
-trustedplastic,49800.00,2023-12-19,stellar,stellar_community_fund,scf-22,"{""application_name"": ""TrustedPlastic"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recdFUWjyYR7VoqYC"",""token_amount"": 414206.1,""token_unit"": ""XLM""}"
-typiqo,84400.00,2024-01-05,stellar,stellar_community_fund,scf-22,"{""application_name"": ""TYPIQO"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/rech7PySqXaETT3Rl"",""token_amount"": 721984.6,""token_unit"": ""XLM""}"
-sorobuild,44800.00,2023-12-15,stellar,stellar_community_fund,scf-22,"{""application_name"": ""SoroBuild"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/rechkIWIYMI6GZOoP"",""token_amount"": 359175.8,""token_unit"": ""XLM""}"
-triiyo,50303.00,2024-01-10,stellar,stellar_community_fund,scf-22,"{""application_name"": ""triiyo"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/reciecXOCIKXi5Urb"",""token_amount"": 438103.11,""token_unit"": ""XLM""}"
-ziriz,48000.00,2024-01-10,stellar,stellar_community_fund,scf-22,"{""application_name"": ""Ziriz"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recjUkhIRe4D2YrhY"",""token_amount"": 418045.63,""token_unit"": ""XLM""}"
-stellar-rust-sdk,48000.00,2024-01-03,stellar,stellar_community_fund,scf-22,"{""application_name"": ""Stellar RUST SDK Phase II"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recnNmjVZlXtzzEwc"",""token_amount"": 397350.99,""token_unit"": ""XLM""}"
-stellar-light,13000.00,2024-01-10,stellar,stellar_community_fund,scf-22,"{""application_name"": ""Stellar Light"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recvrlsJ7CvVR5aLv"",""token_amount"": 113220.69,""token_unit"": ""XLM""}"
-stellarstrides,14500.00,2023-12-15,stellar,stellar_community_fund,scf-22,"{""application_name"": ""StellarStrides"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recSjtVmMF6aLUoTp"",""token_amount"": 116251.1,""token_unit"": ""XLM""}"
-spatium-wallet,35200.00,2024-01-03,stellar,stellar_community_fund,scf-22,"{""application_name"": ""Stellar-Spatium: New TRX Types"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recZ46kabInkWZT9Q"",""token_amount"": 291390.72,""token_unit"": ""XLM""}"
\ No newline at end of file
+to_project_name,amount,funding_date,from_funder_name,grant_name,grant_pool_name,metadata
+posted-solar,24000.0,2023-12-18,stellar,stellar_community_fund,scf-22,"{""application_name"": ""Posted"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recAJUif7d6m2q3J3"",""token_amount"": 201342.3,""token_unit"": ""XLM""}"
+soroban-governor-dao,31300.0,2024-01-22,stellar,stellar_community_fund,scf-22,"{""application_name"": ""Soroban Governor DAO"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recB4ormy61AOrN5I"",""token_amount"": 276233.34,""token_unit"": ""XLM""}"
+givecredit,33000.0,2024-01-22,stellar,stellar_community_fund,scf-22,"{""application_name"": ""GiveCredit"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recal7H9VYGzL17M0"",""token_amount"": 291236.43,""token_unit"": ""XLM""}"
+meru,76840.0,2024-01-03,stellar,stellar_community_fund,scf-22,"{""application_name"": ""On-ramp thru US bank account"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recdQqHy4AR9ZBWyO"",""token_amount"": 636092.71,""token_unit"": ""XLM""}"
+gecko-fuzz,30000.0,2023-12-19,stellar,stellar_community_fund,scf-22,"{""application_name"": ""Gecko Fuzz: Automated Fuzzing"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recgaYJqkY6XAjubP"",""token_amount"": 249521.7,""token_unit"": ""XLM""}"
+encode-club,14999.0,2023-12-15,stellar,stellar_community_fund,scf-22,"{""application_name"": ""Encode Soroban/Stellar Educae"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/reckoIk9ZoZ7UbElb"",""token_amount"": 120251.7,""token_unit"": ""XLM""}"
+coins-ph-stellar-remittances,50000.0,2024-01-11,stellar,stellar_community_fund,scf-22,"{""application_name"": ""Coins.ph: Stellar Remittances"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recnpsdfOyqPQpkUK"",""token_amount"": 402738.62,""token_unit"": ""XLM""}"
+chef,18000.0,2023-12-15,stellar,stellar_community_fund,scf-22,"{""application_name"": ""Chef"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recskJRJnsD63Lg4G"",""token_amount"": 144311.7,""token_unit"": ""XLM""}"
+php-anchor-sdk,36400.0,2023-12-15,stellar,stellar_community_fund,scf-22,"{""application_name"": ""PHP Anchor SDK"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/rect8pQfINu8Enmqh"",""token_amount"": 291830.4,""token_unit"": ""XLM""}"
+ortege-ai,40000.0,2024-01-16,stellar,stellar_community_fund,scf-22,"{""application_name"": ""Ortege AI"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recJwxwdJWnSRqsDR"",""token_amount"": 338552.68,""token_unit"": ""XLM""}"
+kyc-token-ui-for-rwa,45000.0,2024-01-05,stellar,stellar_community_fund,scf-22,"{""application_name"": ""KYC Token & UI for RWA"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recK8gdGynSRyEhc5"",""token_amount"": 384944.39,""token_unit"": ""XLM""}"
+flux,38000.0,2023-12-18,stellar,stellar_community_fund,scf-22,"{""application_name"": ""Flux"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recKRR940Gb200ZlO"",""token_amount"": 318791.9,""token_unit"": ""XLM""}"
+ultra-stellar-lobstr,88000.0,2024-01-03,stellar,stellar_community_fund,scf-22,"{""application_name"": ""LOBSTR: new Soroban features"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recLPGmYh7sNVjRz7"",""token_amount"": 728476.82,""token_unit"": ""XLM""}"
+catalyst-blockchain-manager,91800.0,2024-01-25,stellar,stellar_community_fund,scf-22,"{""application_name"": ""Catalyst Blockchain Manager"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recNpbO0bjz8Gs5DO"",""token_amount"": 819079.74,""token_unit"": ""XLM""}"
+hana-wallet,50000.0,2023-12-15,stellar,stellar_community_fund,scf-22,"{""application_name"": ""Hana Wallet"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recQxCaMDVhJL85AO"",""token_amount"": 400865.9,""token_unit"": ""XLM""}"
+social-podcast,9000.0,2023-12-15,stellar,stellar_community_fund,scf-22,"{""application_name"": ""Social & Podcast"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recRueDK3kkKGOg59"",""token_amount"": 72155.85,""token_unit"": ""XLM""}"
+peer-flights-on-stellar,45000.0,2023-12-18,stellar,stellar_community_fund,scf-22,"{""application_name"": ""Peer: Flights on Stellar"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recUT585587cLfVlX"",""token_amount"": 377516.8,""token_unit"": ""XLM""}"
+anticipatory-aid-on-soroban,50000.0,2023-12-19,stellar,stellar_community_fund,scf-22,"{""application_name"": ""Anticipatory Aid on Soroban"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recVeAOrdY2HNMbY3"",""token_amount"": 415869.6,""token_unit"": ""XLM""}"
+anchor-transparency-node,40000.0,2023-12-15,stellar,stellar_community_fund,scf-22,"{""application_name"": ""Anchor Transparency Node"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recVxyQ6OUzSnT44d"",""token_amount"": 320692.7,""token_unit"": ""XLM""}"
+borderless,82500.0,2024-01-03,stellar,stellar_community_fund,scf-22,"{""application_name"": ""Borderless Payments"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recWsJsebcTT9zF3Q"",""token_amount"": 682947.01,""token_unit"": ""XLM""}"
+governance-modules-library,27000.0,2023-12-19,stellar,stellar_community_fund,scf-22,"{""application_name"": ""Governance Modules Library"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recX7oB3F68rVpdY1"",""token_amount"": 224569.6,""token_unit"": ""XLM""}"
+ramm-global-retail-commerce,38500.0,2023-12-19,stellar,stellar_community_fund,scf-22,"{""application_name"": ""RAMM: Global Retail Commerce"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/rec3MBR9xIV3XOJw1"",""token_amount"": 320219.6,""token_unit"": ""XLM""}"
+estrela,48000.0,2023-12-14,stellar,stellar_community_fund,scf-22,"{""application_name"": ""Estrela"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/rec4bVlu0r3K0SEzo"",""token_amount"": 384985.6,""token_unit"": ""XLM""}"
+flutter-wallet-sdk,22000.0,2023-12-14,stellar,stellar_community_fund,scf-22,"{""application_name"": ""Flutter Wallet SDK"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/rec6KM9NQ4ajoMHTW"",""token_amount"": 176451.7,""token_unit"": ""XLM""}"
+trustedplastic,49800.0,2023-12-19,stellar,stellar_community_fund,scf-22,"{""application_name"": ""TrustedPlastic"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recdFUWjyYR7VoqYC"",""token_amount"": 414206.1,""token_unit"": ""XLM""}"
+typiqo,84400.0,2024-01-05,stellar,stellar_community_fund,scf-22,"{""application_name"": ""TYPIQO"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/rech7PySqXaETT3Rl"",""token_amount"": 721984.6,""token_unit"": ""XLM""}"
+sorobuild,44800.0,2023-12-15,stellar,stellar_community_fund,scf-22,"{""application_name"": ""SoroBuild"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/rechkIWIYMI6GZOoP"",""token_amount"": 359175.8,""token_unit"": ""XLM""}"
+triiyo,50303.0,2024-01-10,stellar,stellar_community_fund,scf-22,"{""application_name"": ""triiyo"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/reciecXOCIKXi5Urb"",""token_amount"": 438103.11,""token_unit"": ""XLM""}"
+ziriz,48000.0,2024-01-10,stellar,stellar_community_fund,scf-22,"{""application_name"": ""Ziriz"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recjUkhIRe4D2YrhY"",""token_amount"": 418045.63,""token_unit"": ""XLM""}"
+stellar-rust-sdk,48000.0,2024-01-03,stellar,stellar_community_fund,scf-22,"{""application_name"": ""Stellar RUST SDK Phase II"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recnNmjVZlXtzzEwc"",""token_amount"": 397350.99,""token_unit"": ""XLM""}"
+stellar-light,13000.0,2024-01-10,stellar,stellar_community_fund,scf-22,"{""application_name"": ""Stellar Light"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recvrlsJ7CvVR5aLv"",""token_amount"": 113220.69,""token_unit"": ""XLM""}"
+stellarstrides,14500.0,2023-12-15,stellar,stellar_community_fund,scf-22,"{""application_name"": ""StellarStrides"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recSjtVmMF6aLUoTp"",""token_amount"": 116251.1,""token_unit"": ""XLM""}"
+spatium-wallet,35200.0,2024-01-03,stellar,stellar_community_fund,scf-22,"{""application_name"": ""Stellar-Spatium: New TRX Types"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recZ46kabInkWZT9Q"",""token_amount"": 291390.72,""token_unit"": ""XLM""}"
diff --git a/data/funders/stellar/uploads/scf-25.csv b/data/funders/stellar/uploads/scf-25.csv
index fce5cbb..88c26c7 100644
--- a/data/funders/stellar/uploads/scf-25.csv
+++ b/data/funders/stellar/uploads/scf-25.csv
@@ -1,28 +1,28 @@
-to_project_name,amount,funding_date,from_funder_name,grant_name,grant_pool_name,metadata
-devtrak-developer-onboarding,14000.00,2024-04-09,stellar,stellar_community_fund,scf-25,"{""application_name"": ""DevTrak - Developer Onboarding"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/reczkFN5xjflJPlb8"",""token_amount"": 104842.6,""token_unit"": ""XLM""}"
-orbitcdp,100000.00,2024-04-12,stellar,stellar_community_fund,scf-25,"{""application_name"": ""OrbitCDP: CDPs on Stellar"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recAH1SPekMp9LIYX"",""token_amount"": 794424.41,""token_unit"": ""XLM""}"
-sanctum,85000.00,2024-04-09,stellar,stellar_community_fund,scf-25,"{""application_name"": ""Private Payments on Soroban"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recEXQ7VUoxGVHeZx"",""token_amount"": 639381.37,""token_unit"": ""XLM""}"
-soroban-and-stellar-content,10000.00,2024-04-09,stellar,stellar_community_fund,scf-25,"{""application_name"": ""Soroban and Stellar Content"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recGYi64cLQpzppJU"",""token_amount"": 74887.57,""token_unit"": ""XLM""}"
-forge,39630.00,2024-04-03,stellar,stellar_community_fund,scf-25,"{""application_name"": ""Forge"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recHPx4sYDpySiM0H"",""token_amount"": 305331.86,""token_unit"": ""XLM""}"
-blade-tradfi-to-defi-bridge,50000.00,2024-04-03,stellar,stellar_community_fund,scf-25,"{""application_name"": ""Blade: TradFi to DeFi Bridge"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recggPol2z3X8Ndoi"",""token_amount"": 385228.19,""token_unit"": ""XLM""}"
-dfns-stellar-support,25000.00,2024-03-29,stellar,stellar_community_fund,scf-25,"{""application_name"": ""Dfns Stellar Support"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/reciEIStd1IvAErh8"",""token_amount"": 174645.52,""token_unit"": ""XLM""}"
-codelnpay,37923.00,2024-05-10,stellar,stellar_community_fund,scf-25,"{""application_name"": ""CodeLnPay"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/reco3cXFlyDt53B0u"",""token_amount"": 352399.04,""token_unit"": ""XLM""}"
-pipeops,48000.00,2024-03-28,stellar,stellar_community_fund,scf-25,"{""application_name"": ""PipeOps"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recpCRmHBSmkdBEr9"",""token_amount"": 349195.03,""token_unit"": ""XLM""}"
-soroban-cli-cross-platform-gui,77500.00,2024-04-18,stellar,stellar_community_fund,scf-25,"{""application_name"": ""Sora"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recqSpSssYoXYgmqp"",""token_amount"": 706356.29,""token_unit"": ""XLM""}"
-hana-wallet,82000.00,2024-04-08,stellar,stellar_community_fund,scf-25,"{""application_name"": ""Hana Wallet: Defi Integrations"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recryJTSYRWHf1GqJ"",""token_amount"": 616814.97,""token_unit"": ""XLM""}"
-emigro,96000.00,2024-04-09,stellar,stellar_community_fund,scf-25,"{""application_name"": ""Emigro Pix"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recrEOmS40AmR6y25"",""token_amount"": 718920.72,""token_unit"": ""XLM""}"
-sorobanhub,32000.00,2024-03-26,stellar,stellar_community_fund,scf-25,"{""application_name"": ""SorobanHub"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recxRNH1fR2fkoj4w"",""token_amount"": 233815.57,""token_unit"": ""XLM""}"
-phoenix,94500.00,2024-04-18,stellar,stellar_community_fund,scf-25,"{""application_name"": ""Phoenix Hub v3 NFT Marketplace"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recI6IVWB26SsKBbx"",""token_amount"": 861298.96,""token_unit"": ""XLM""}"
-idunu-help-kids-thrive,15000.00,2024-04-08,stellar,stellar_community_fund,scf-25,"{""application_name"": ""IDUNU: Help Kids Thrive"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recLB7DIx8J5C198j"",""token_amount"": 112832,""token_unit"": ""XLM""}"
-meru,98520.00,2024-04-08,stellar,stellar_community_fund,scf-25,"{""application_name"": ""Meru - Beyond Latin America"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recNGVuHLxCxlKmzw"",""token_amount"": 741080.62,""token_unit"": ""XLM""}"
-connecting-balanced-to-stellar,50000.00,2024-04-03,stellar,stellar_community_fund,scf-25,"{""application_name"": ""Connecting Balanced to Stellar"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recQKKkneN4Bw49s9"",""token_amount"": 385228.19,""token_unit"": ""XLM""}"
-frost-implementation,15000.00,2024-03-26,stellar,stellar_community_fund,scf-25,"{""application_name"": ""FROST Implementation"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recVKtrzbVBHALJF0"",""token_amount"": 109601.05,""token_unit"": ""XLM""}"
-nearx-dev-educational-program,14990.00,2024-04-03,stellar,stellar_community_fund,scf-25,"{""application_name"": ""Dev Educational Program"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/rec0XaDF02evmi06n"",""token_amount"": 115491.41,""token_unit"": ""XLM""}"
-coca-xyz,50000.00,2024-04-09,stellar,stellar_community_fund,scf-25,"{""application_name"": ""COCA.XYZ"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/rec2VJOCKxuBhs62G"",""token_amount"": 374437.87,""token_unit"": ""XLM""}"
-stellarcarbon,51000.00,2024-04-12,stellar,stellar_community_fund,scf-25,"{""application_name"": ""Stellarcarbon Fractional"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recenP9txM5nrDzjs"",""token_amount"": 405156.44,""token_unit"": ""XLM""}"
-mercury,100000.00,2024-06-12,stellar,stellar_community_fund,scf-25,"{""application_name"": ""The Mercury Ecosystem"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/reckeu03BF6X1OFq7"",""token_amount"": 1022967.67,""token_unit"": ""XLM""}"
-stellar-nest,14800.00,2024-04-08,stellar,stellar_community_fund,scf-25,"{""application_name"": ""stellar-nest"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recPokqT9ma4wpqQE"",""token_amount"": 111327.58,""token_unit"": ""XLM""}"
-stellar-zkcrossdex,50000.00,2024-03-29,stellar,stellar_community_fund,scf-25,"{""application_name"": ""Stellar zkCrossDEX"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recUhJNK7YD4XZNwm"",""token_amount"": 349291.04,""token_unit"": ""XLM""}"
-stellaredu-by-cryptoconexi-n,15000.00,2024-04-09,stellar,stellar_community_fund,scf-25,"{""application_name"": ""StellarEdu by Cryptoconexión"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recXsnxgpZH5CqxAF"",""token_amount"": 112331.36,""token_unit"": ""XLM""}"
-stellar-skynet-skyinsights,49997.00,2024-04-18,stellar,stellar_community_fund,scf-25,"{""application_name"": ""Stellar Skynet & SkyInsights"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recYJNdSR6lx5fl4w"",""token_amount"": 455686.39,""token_unit"": ""XLM""}"
-stellar-razor-and-blazor-suite,40000.00,2024-03-29,stellar,stellar_community_fund,scf-25,"{""application_name"": ""Stellar Razor and Blazor Suite"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recZAb3KITV9paodq"",""token_amount"": 279432.83,""token_unit"": ""XLM""}"
\ No newline at end of file
+to_project_name,amount,funding_date,from_funder_name,grant_name,grant_pool_name,metadata
+devtrak-developer-onboarding,14000.0,2024-04-09,stellar,stellar_community_fund,scf-25,"{""application_name"": ""DevTrak - Developer Onboarding"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/reczkFN5xjflJPlb8"",""token_amount"": 104842.6,""token_unit"": ""XLM""}"
+orbitcdp,100000.0,2024-04-12,stellar,stellar_community_fund,scf-25,"{""application_name"": ""OrbitCDP: CDPs on Stellar"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recAH1SPekMp9LIYX"",""token_amount"": 794424.41,""token_unit"": ""XLM""}"
+sanctum,85000.0,2024-04-09,stellar,stellar_community_fund,scf-25,"{""application_name"": ""Private Payments on Soroban"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recEXQ7VUoxGVHeZx"",""token_amount"": 639381.37,""token_unit"": ""XLM""}"
+soroban-and-stellar-content,10000.0,2024-04-09,stellar,stellar_community_fund,scf-25,"{""application_name"": ""Soroban and Stellar Content"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recGYi64cLQpzppJU"",""token_amount"": 74887.57,""token_unit"": ""XLM""}"
+forge,39630.0,2024-04-03,stellar,stellar_community_fund,scf-25,"{""application_name"": ""Forge"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recHPx4sYDpySiM0H"",""token_amount"": 305331.86,""token_unit"": ""XLM""}"
+blade-tradfi-to-defi-bridge,50000.0,2024-04-03,stellar,stellar_community_fund,scf-25,"{""application_name"": ""Blade: TradFi to DeFi Bridge"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recggPol2z3X8Ndoi"",""token_amount"": 385228.19,""token_unit"": ""XLM""}"
+dfns-stellar-support,25000.0,2024-03-29,stellar,stellar_community_fund,scf-25,"{""application_name"": ""Dfns Stellar Support"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/reciEIStd1IvAErh8"",""token_amount"": 174645.52,""token_unit"": ""XLM""}"
+codelnpay,37923.0,2024-05-10,stellar,stellar_community_fund,scf-25,"{""application_name"": ""CodeLnPay"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/reco3cXFlyDt53B0u"",""token_amount"": 352399.04,""token_unit"": ""XLM""}"
+pipeops,48000.0,2024-03-28,stellar,stellar_community_fund,scf-25,"{""application_name"": ""PipeOps"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recpCRmHBSmkdBEr9"",""token_amount"": 349195.03,""token_unit"": ""XLM""}"
+soroban-cli-cross-platform-gui,77500.0,2024-04-18,stellar,stellar_community_fund,scf-25,"{""application_name"": ""Sora"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recqSpSssYoXYgmqp"",""token_amount"": 706356.29,""token_unit"": ""XLM""}"
+hana-wallet,82000.0,2024-04-08,stellar,stellar_community_fund,scf-25,"{""application_name"": ""Hana Wallet: Defi Integrations"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recryJTSYRWHf1GqJ"",""token_amount"": 616814.97,""token_unit"": ""XLM""}"
+emigro,96000.0,2024-04-09,stellar,stellar_community_fund,scf-25,"{""application_name"": ""Emigro Pix"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recrEOmS40AmR6y25"",""token_amount"": 718920.72,""token_unit"": ""XLM""}"
+sorobanhub,32000.0,2024-03-26,stellar,stellar_community_fund,scf-25,"{""application_name"": ""SorobanHub"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recxRNH1fR2fkoj4w"",""token_amount"": 233815.57,""token_unit"": ""XLM""}"
+phoenix,94500.0,2024-04-18,stellar,stellar_community_fund,scf-25,"{""application_name"": ""Phoenix Hub v3 NFT Marketplace"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recI6IVWB26SsKBbx"",""token_amount"": 861298.96,""token_unit"": ""XLM""}"
+idunu-help-kids-thrive,15000.0,2024-04-08,stellar,stellar_community_fund,scf-25,"{""application_name"": ""IDUNU: Help Kids Thrive"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recLB7DIx8J5C198j"",""token_amount"": 112832,""token_unit"": ""XLM""}"
+meru,98520.0,2024-04-08,stellar,stellar_community_fund,scf-25,"{""application_name"": ""Meru - Beyond Latin America"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recNGVuHLxCxlKmzw"",""token_amount"": 741080.62,""token_unit"": ""XLM""}"
+connecting-balanced-to-stellar,50000.0,2024-04-03,stellar,stellar_community_fund,scf-25,"{""application_name"": ""Connecting Balanced to Stellar"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recQKKkneN4Bw49s9"",""token_amount"": 385228.19,""token_unit"": ""XLM""}"
+frost-implementation,15000.0,2024-03-26,stellar,stellar_community_fund,scf-25,"{""application_name"": ""FROST Implementation"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recVKtrzbVBHALJF0"",""token_amount"": 109601.05,""token_unit"": ""XLM""}"
+nearx-dev-educational-program,14990.0,2024-04-03,stellar,stellar_community_fund,scf-25,"{""application_name"": ""Dev Educational Program"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/rec0XaDF02evmi06n"",""token_amount"": 115491.41,""token_unit"": ""XLM""}"
+coca-xyz,50000.0,2024-04-09,stellar,stellar_community_fund,scf-25,"{""application_name"": ""COCA.XYZ"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/rec2VJOCKxuBhs62G"",""token_amount"": 374437.87,""token_unit"": ""XLM""}"
+stellarcarbon,51000.0,2024-04-12,stellar,stellar_community_fund,scf-25,"{""application_name"": ""Stellarcarbon Fractional"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recenP9txM5nrDzjs"",""token_amount"": 405156.44,""token_unit"": ""XLM""}"
+mercury,100000.0,2024-06-12,stellar,stellar_community_fund,scf-25,"{""application_name"": ""The Mercury Ecosystem"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/reckeu03BF6X1OFq7"",""token_amount"": 1022967.67,""token_unit"": ""XLM""}"
+stellar-nest,14800.0,2024-04-08,stellar,stellar_community_fund,scf-25,"{""application_name"": ""stellar-nest"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recPokqT9ma4wpqQE"",""token_amount"": 111327.58,""token_unit"": ""XLM""}"
+zkcross-network,50000.0,2024-03-29,stellar,stellar_community_fund,scf-25,"{""application_name"": ""Stellar zkCrossDEX"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recUhJNK7YD4XZNwm"",""token_amount"": 349291.04,""token_unit"": ""XLM""}"
+stellaredu-by-cryptoconexi-n,15000.0,2024-04-09,stellar,stellar_community_fund,scf-25,"{""application_name"": ""StellarEdu by Cryptoconexión"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recXsnxgpZH5CqxAF"",""token_amount"": 112331.36,""token_unit"": ""XLM""}"
+stellar-skynet-skyinsights,49997.0,2024-04-18,stellar,stellar_community_fund,scf-25,"{""application_name"": ""Stellar Skynet & SkyInsights"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recYJNdSR6lx5fl4w"",""token_amount"": 455686.39,""token_unit"": ""XLM""}"
+stellar-razor-and-blazor-suite,40000.0,2024-03-29,stellar,stellar_community_fund,scf-25,"{""application_name"": ""Stellar Razor and Blazor Suite"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recZAb3KITV9paodq"",""token_amount"": 279432.83,""token_unit"": ""XLM""}"
diff --git a/data/funding_data.csv b/data/funding_data.csv
index 66aceb2..c7995c7 100644
--- a/data/funding_data.csv
+++ b/data/funding_data.csv
@@ -1020,7 +1020,7 @@ hundred-finance,300000.0,2022-07-01,optimism,grants_season_1,"{""application_nam
 kwenta,900000.0,2022-07-01,optimism,grants_season_1,"{""application_name"": ""Kwenta"", ""application_url"": ""https://gov.optimism.io/t/gf-phase-0-proposal-kwenta-protocol/1122/2"", ""token_amount"": 900000.0, ""token_unit"": ""OP""}",data/funders/optimism/uploads/grants_season_1.csv
 layer2dao,300000.0,2022-07-01,optimism,grants_season_1,"{""application_name"": ""Layer2dao"", ""application_url"": ""https://gov.optimism.io/t/gf-phase-0-proposal-layer2dao/1198/8"", ""token_amount"": 300000.0, ""token_unit"": ""OP""}",data/funders/optimism/uploads/grants_season_1.csv
 derivexyz,3000000.0,2022-07-01,optimism,grants_season_1,"{""application_name"": ""Lyra V1"", ""application_url"": ""https://gov.optimism.io/t/gf-phase-0-proposal-lyra-finance/202/22"", ""token_amount"": 3000000.0, ""token_unit"": ""OP""}",data/funders/optimism/uploads/grants_season_1.csv
-mean-finance,300000.0,2022-07-01,optimism,grants_season_1,"{""application_name"": ""Mean Finance"", ""application_url"": ""https://gov.optimism.io/t/ready-gf-phase-1-proposal-mean-finance/2537"", ""token_amount"": 300000.0, ""token_unit"": ""OP""}",data/funders/optimism/uploads/grants_season_1.csv
+balmy-protocol,300000.0,2022-07-01,optimism,grants_season_1,"{""application_name"": ""Mean Finance"", ""application_url"": ""https://gov.optimism.io/t/ready-gf-phase-1-proposal-mean-finance/2537"", ""token_amount"": 300000.0, ""token_unit"": ""OP""}",data/funders/optimism/uploads/grants_season_1.csv
 perpetual-protocol,9000000.0,2022-07-01,optimism,grants_season_1,"{""application_name"": ""Perpetual Protocol"", ""application_url"": ""https://gov.optimism.io/t/gf-phase-0-proposal-perpetual-protocol/201/13"", ""token_amount"": 9000000.0, ""token_unit"": ""OP""}",data/funders/optimism/uploads/grants_season_1.csv
 pickle-finance,200000.0,2022-07-01,optimism,grants_season_1,"{""application_name"": ""Pickle Finance"", ""application_url"": ""https://gov.optimism.io/t/ready-gf-phase-1-proposal-pickle-finance/2723"", ""token_amount"": 200000.0, ""token_unit"": ""OP""}",data/funders/optimism/uploads/grants_season_1.csv
 pika-protocol,900000.0,2022-07-01,optimism,grants_season_1,"{""application_name"": ""Pika Protocol"", ""application_url"": ""https://gov.optimism.io/t/gf-phase-0-proposal-pika-protocol/1103"", ""token_amount"": 900000.0, ""token_unit"": ""OP""}",data/funders/optimism/uploads/grants_season_1.csv
@@ -1617,7 +1617,7 @@ coca-xyz,50000.0,2024-04-09,stellar,scf-25,"{""application_name"": ""COCA.XYZ"",
 stellarcarbon,51000.0,2024-04-12,stellar,scf-25,"{""application_name"": ""Stellarcarbon Fractional"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recenP9txM5nrDzjs"",""token_amount"": 405156.44,""token_unit"": ""XLM""}",data/funders/stellar/uploads/scf-25.csv
 mercury,100000.0,2024-06-12,stellar,scf-25,"{""application_name"": ""The Mercury Ecosystem"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/reckeu03BF6X1OFq7"",""token_amount"": 1022967.67,""token_unit"": ""XLM""}",data/funders/stellar/uploads/scf-25.csv
 stellar-nest,14800.0,2024-04-08,stellar,scf-25,"{""application_name"": ""stellar-nest"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recPokqT9ma4wpqQE"",""token_amount"": 111327.58,""token_unit"": ""XLM""}",data/funders/stellar/uploads/scf-25.csv
-stellar-zkcrossdex,50000.0,2024-03-29,stellar,scf-25,"{""application_name"": ""Stellar zkCrossDEX"",""application_url"": ""https://airtable.com/appymB1sbp5uidiGe/shrsaWm1IyNZTCEhX/tblpytbu3t73kssiE/viwTba5X3EUwzXlcr/recUhJNK7YD4XZNwm"",""token_amount"": 349291.04,""token_unit"": ""XLM""}",data/funders/stellar/uploads/scf-25.csv
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@@ -1805,7 +1805,7 @@ mojoflower,196415.0,2021-05-24,stellar,scf-7,"{""application_name"": ""Mojoflowe
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diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 0000000..08c4998
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diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..3a5e107
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,17 @@
+[tool.poetry]
+name = "oss-funding"
+version = "0.1.0"
+description = "Registry of grants and other funding to open source software (OSS) projects."
+authors = ["Carl Cervone <carl@karibalabs.co>"]
+readme = "README.md"
+
+[tool.poetry.dependencies]
+python = ">=3.12,<3.13"
+pandas = "^2.2.3"
+oss-directory = "^0.2.0"
+pathlib = "^1.0.1"
+
+
+[build-system]
+requires = ["poetry-core"]
+build-backend = "poetry.core.masonry.api"
diff --git a/src/validate_ossd_names.py b/src/validate_ossd_names.py
new file mode 100644
index 0000000..e0d58fa
--- /dev/null
+++ b/src/validate_ossd_names.py
@@ -0,0 +1,79 @@
+import pandas as pd
+import json
+import os
+from pathlib import Path
+from typing import List, Set, Dict
+from ossdirectory import fetch_data
+from ossdirectory.fetch import OSSDirectory
+
+def get_all_csv_files(data_dir: str = "data") -> List[Path]:
+    """Find all CSV files in the data directory recursively"""
+    return list(Path(data_dir).rglob("*.csv"))
+
+def load_project_names_from_csv(csv_path: Path) -> Set[str]:
+    """Extract unique project names from a CSV file"""
+    df = pd.read_csv(csv_path)
+    if 'to_project_name' not in df.columns:
+        return set()
+    return set(df['to_project_name'].dropna().unique())
+
+def get_valid_project_names(data: OSSDirectory) -> Set[str]:
+    """Get set of valid project names from OSS Directory"""
+    return {project['name'] for project in data.projects}
+
+def update_project_name_in_csvs(old_name: str, new_name: str, csv_files: List[Path]) -> None:
+    """Update project name in all CSV files where it appears"""
+    for csv_path in csv_files:
+        df = pd.read_csv(csv_path)
+        if 'to_project_name' not in df.columns:
+            continue
+        
+        if old_name in df['to_project_name'].values:
+            df['to_project_name'] = df['to_project_name'].replace(old_name, new_name)
+            df.to_csv(csv_path, index=False)
+            print(f"Updated {old_name} to {new_name} in {csv_path}")
+
+def main():
+    # Load OSS Directory data
+    data: OSSDirectory = fetch_data()
+    valid_projects = get_valid_project_names(data)
+    
+    # Get all CSV files
+    csv_files = get_all_csv_files()
+    
+    # Collect all unique project names from CSVs
+    all_csv_projects: Set[str] = set()
+    for csv_file in csv_files:
+        all_csv_projects.update(load_project_names_from_csv(csv_file))
+    
+    # Find missing projects
+    missing_projects = all_csv_projects - valid_projects
+    
+    if not missing_projects:
+        print("All project names are valid!")
+        return
+    
+    print("\nFound invalid project names:")
+    for project in missing_projects:
+        containing_files = [
+            csv_file for csv_file in csv_files 
+            if project in load_project_names_from_csv(csv_file)
+        ]
+        print(f"\n\n- {project} (found in:")
+        for file in containing_files:
+            print(f"  - {file}")
+        
+        while True:
+            new_name = input(f"\nEnter valid project name for '{project}' (or 'skip' to continue): ").strip()
+            
+            if new_name.lower() == 'skip':
+                break
+                
+            if new_name in valid_projects:
+                update_project_name_in_csvs(project, new_name, csv_files)
+                break
+            else:
+                print(f"'{new_name}' is not a valid project name. Please try again.")
+
+if __name__ == "__main__":
+    main()
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