diff --git a/package-lock.json b/package-lock.json
index 3848836..f8ec228 100644
--- a/package-lock.json
+++ b/package-lock.json
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diff --git a/package.json b/package.json
index 96fcba0..008bc91 100644
--- a/package.json
+++ b/package.json
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-    "cross-fetch": "^3.1.6",
-    "danfojs-node": "^1.1.2",
     "dotenv": "^16.1.3",
-    "json2csv": "^6.0.0-alpha.2",
     "onnxruntime-node": "^1.15.0",
     "tablemark": "^3.0.0",
     "tsup": "^6.7.0",
@@ -48,7 +45,6 @@
     "@tsconfig/recommended": "^1.0.2",
     "@types/cli-progress": "^3.11.0",
     "@types/js-yaml": "^4",
-    "@types/json2csv": "^5.0.3",
     "@types/node": "^18.15.5",
     "@types/yargs": "^17.0.24",
     "@typescript-eslint/eslint-plugin": "^5.51.0",
diff --git a/src/index.ts b/src/index.ts
index 5354255..8dc18ce 100644
--- a/src/index.ts
+++ b/src/index.ts
@@ -8,9 +8,9 @@ import {
 } from "@pinecone-database/pinecone";
 import { getEnv, validateEnvironmentVariables } from "utils/util.ts";
 import cliProgress from "cli-progress";
-import * as dfd from "danfojs-node";
 import { embedder } from "embeddings.ts";
 import loadCSVFile from "utils/csvLoader.ts";
+import { dropEmptyRows } from "utils/csv.ts";
 import splitFile from "utils/fileSplitter.ts";
 import type { ArticleRecord } from "types.ts";
 import { Document } from "./utils/document.ts";
@@ -30,25 +30,15 @@ const indexCloud = getEnv("PINECONE_CLOUD") as ServerlessSpecCloudEnum;
 const indexRegion = getEnv("PINECONE_REGION");
 const pinecone = new Pinecone();
 
-async function getChunk(
-  df: dfd.DataFrame,
-  start: number,
-  size: number
-): Promise<dfd.DataFrame> {
-  // eslint-disable-next-line no-return-await
-  return await df.head(start + size).tail(size);
-}
-
 async function* processInChunks<T, M extends keyof T, P extends keyof T>(
-  dataFrame: dfd.DataFrame,
+  records: T[],
   chunkSize: number,
   metadataFields: M[],
   pageContentField: P
 ): AsyncGenerator<Document[]> {
-  for (let i = 0; i < dataFrame.shape[0]; i += chunkSize) {
-    const chunk = await getChunk(dataFrame, i, chunkSize);
-    const records = dfd.toJSON(chunk) as T[];
-    yield records.map((record: T) => {
+  for (let i = 0; i < records.length; i += chunkSize) {
+    const chunk = records.slice(i, i + chunkSize);
+    yield chunk.map((record: T) => {
       const metadata: Partial<Record<M, T[M]>> = {};
       for (const field of metadataFields) {
         metadata[field] = record[field];
@@ -61,13 +51,13 @@ async function* processInChunks<T, M extends keyof T, P extends keyof T>(
   }
 }
 
-async function embedAndUpsert(dataFrame: dfd.DataFrame, chunkSize: number) {
+async function embedAndUpsert(records: ArticleRecord[], chunkSize: number) {
   const chunkGenerator = processInChunks<
     ArticleRecord,
     "section" | "url" | "title" | "publication" | "author" | "article",
     "article"
   >(
-    dataFrame,
+    records,
     100,
     ["section", "url", "title", "publication", "author", "article"],
     "article"
@@ -92,8 +82,8 @@ try {
 
   // For this example, we will use the first file part to create the index
   const data = await loadCSVFile(firstFile);
-  const clean = data.dropNa() as dfd.DataFrame;
-  clean.head().print();
+  const clean = dropEmptyRows(data);
+  console.table(clean.slice(0, 5));
 
   // Create the index if it doesn't already exist
   const indexList = await pinecone.listIndexes();
@@ -106,9 +96,9 @@ try {
     });
   }
 
-  progressBar.start(clean.shape[0], 0);
+  progressBar.start(clean.length, 0);
   await embedder.init("Xenova/all-MiniLM-L6-v2");
-  await embedAndUpsert(clean, 1);
+  await embedAndUpsert(clean as unknown as ArticleRecord[], 1);
   progressBar.stop();
   console.log(
     `Inserted ${progressBar.getTotal()} documents into index ${indexName}`
diff --git a/src/utils/csv.ts b/src/utils/csv.ts
new file mode 100644
index 0000000..9e5977b
--- /dev/null
+++ b/src/utils/csv.ts
@@ -0,0 +1,85 @@
+// Minimal CSV reader. This project only ever used `danfojs-node` to read a CSV
+// into rows and drop incomplete ones, so we inline that tiny piece here and drop
+// the dependency (which pulled in TensorFlow, xlsx, request and a large,
+// vulnerable transitive tree).
+//
+// The parser follows RFC 4180: fields may be wrapped in double quotes, in which
+// case they can contain commas, CR/LF and escaped quotes (`""`). This matters
+// because the article text in the dataset contains all three.
+
+export type CSVRow = Record<string, string>;
+
+// Splits raw CSV text into rows of string cells, honouring quoted fields.
+function parseRows(text: string): string[][] {
+  const rows: string[][] = [];
+  let field = "";
+  let row: string[] = [];
+  let inQuotes = false;
+
+  for (let i = 0; i < text.length; i += 1) {
+    const char = text[i];
+
+    if (inQuotes) {
+      if (char === '"') {
+        if (text[i + 1] === '"') {
+          // Escaped quote: consume both characters, keep one.
+          field += '"';
+          i += 1;
+        } else {
+          inQuotes = false;
+        }
+      } else {
+        field += char;
+      }
+    } else if (char === '"') {
+      inQuotes = true;
+    } else if (char === ",") {
+      row.push(field);
+      field = "";
+    } else if (char === "\n") {
+      // Ignore blank lines rather than emitting an all-empty row.
+      if (field !== "" || row.length > 0) {
+        row.push(field);
+        rows.push(row);
+      }
+      field = "";
+      row = [];
+    } else if (char !== "\r") {
+      // A bare CR (or the CR of a CRLF) outside quotes is a line-ending artefact.
+      field += char;
+    }
+  }
+
+  // Flush a trailing row that was not terminated by a newline.
+  if (field !== "" || row.length > 0) {
+    row.push(field);
+    rows.push(row);
+  }
+
+  return rows;
+}
+
+// Parses CSV text into row objects keyed by the header row.
+export function parseCSV(text: string): CSVRow[] {
+  const rows = parseRows(text);
+  if (rows.length === 0) {
+    return [];
+  }
+
+  const [header, ...body] = rows;
+  return body.map((cells) => {
+    const record: CSVRow = {};
+    header.forEach((key, i) => {
+      record[key] = cells[i] ?? "";
+    });
+    return record;
+  });
+}
+
+// Drops rows that are missing a value in any column, mirroring the behaviour of
+// danfojs' `dropNa()` that the pipeline previously relied on.
+export function dropEmptyRows(rows: CSVRow[]): CSVRow[] {
+  return rows.filter((row) =>
+    Object.values(row).every((value) => value.trim() !== "")
+  );
+}
diff --git a/src/utils/csvLoader.ts b/src/utils/csvLoader.ts
index 4a38dd4..bf7e57a 100644
--- a/src/utils/csvLoader.ts
+++ b/src/utils/csvLoader.ts
@@ -1,16 +1,12 @@
 import fs from "fs/promises";
-import * as dfd from "danfojs-node";
+import { parseCSV, type CSVRow } from "./csv.ts";
 
-async function loadCSVFile(filePath: string): Promise<dfd.DataFrame> {
+async function loadCSVFile(filePath: string): Promise<CSVRow[]> {
   try {
     // Get csv file absolute path
     const csvAbsolutePath = await fs.realpath(filePath);
-    const df: dfd.DataFrame = (await dfd.readCSV(
-      csvAbsolutePath
-    )) as dfd.DataFrame;
-
-    // Create a readable stream from the CSV file
-    return df;
+    const content = await fs.readFile(csvAbsolutePath, "utf-8");
+    return parseCSV(content);
   } catch (err) {
     console.error(err);
     throw err;
diff --git a/src/utils/dataLoader.ts b/src/utils/dataLoader.ts
deleted file mode 100644
index 7161aa7..0000000
--- a/src/utils/dataLoader.ts
+++ /dev/null
@@ -1,97 +0,0 @@
-/* eslint-disable import/no-extraneous-dependencies */
-import * as dfd from "danfojs-node";
-import { Parser, transforms } from "json2csv";
-import fs from "fs";
-import fetch from "cross-fetch";
-
-const { unwind, flatten } = transforms;
-
-const jsonToCSV = async (
-  url: string,
-  fields: string[],
-  unwindFieldsPaths: string[]
-): Promise<string> => {
-  const response = await fetch(url);
-  const { data } = await response.json();
-
-  const topLevelData = data;
-  const transforms = [
-    unwind({ paths: [...unwindFieldsPaths] }),
-    flatten({ objects: true, arrays: true }),
-  ];
-
-  const json2csvParser = new Parser({ fields, transforms });
-  const csv = json2csvParser.parse(topLevelData);
-
-  return csv;
-};
-
-const dataFrameFromURL = async (
-  url: string,
-  fields: string[],
-  unwindFieldsPaths: string[]
-): Promise<dfd.DataFrame> => {
-  const csv = await jsonToCSV(url, fields, unwindFieldsPaths);
-  // generate random file name
-  const name = Math.random().toString(36).substring(7);
-
-  const filePath = `./${name}.csv`;
-  try {
-    fs.writeFile(filePath, csv, (err) => {
-      if (err) throw err;
-    });
-  } catch (err) {
-    console.log(err);
-  }
-
-  const df: dfd.DataFrame = (await dfd.readCSV(filePath)) as dfd.DataFrame;
-
-  // delete the file in try catch, asynchronously
-  try {
-    fs.unlinkSync(filePath);
-  } catch (err) {
-    console.error(err);
-  }
-  return df;
-};
-
-const dropDuplicates = (
-  df: dfd.DataFrame,
-  columnName: string
-): dfd.DataFrame => {
-  // Get the column as a series
-  const series = df[columnName];
-
-  // Drop duplicates from the series
-  const cleanedSeries = series.dropDuplicates();
-
-  // Create a new array filled with NaN for the length of the original DataFrame
-  const filledValues = new Array(df.shape[0]).fill(NaN);
-
-  // Replace the beginning of the filledValues array with the cleaned values
-  // eslint-disable-next-line no-plusplus
-  for (let i = 0; i < cleanedSeries.values.length; i++) {
-    filledValues[i] = cleanedSeries.values[i];
-  }
-
-  // Create a new dataframe with the filled series
-  const newDfData: Record<string, (string | number | boolean)[]> = {};
-  for (const colName of df.columns) {
-    if (colName === columnName) {
-      newDfData[colName] = filledValues;
-    } else {
-      // For all the other columns, just copy the data over
-      newDfData[colName] = df[colName].values;
-    }
-  }
-
-  // Create a new DataFrame
-  const newDf = new dfd.DataFrame(newDfData);
-
-  // Drop rows containing NaN values
-  newDf.dropNa({ axis: 1, inplace: true });
-
-  return newDf;
-};
-
-export { dataFrameFromURL, dropDuplicates };
diff --git a/tests/csv.test.ts b/tests/csv.test.ts
new file mode 100644
index 0000000..f8b833d
--- /dev/null
+++ b/tests/csv.test.ts
@@ -0,0 +1,71 @@
+import { describe, it, expect } from "vitest";
+import { parseCSV, dropEmptyRows } from "../src/utils/csv.ts";
+
+describe("parseCSV", () => {
+  it("parses a simple CSV into row objects keyed by the header", () => {
+    const csv = "title,author\nHello,Ada\nWorld,Alan";
+    expect(parseCSV(csv)).toEqual([
+      { title: "Hello", author: "Ada" },
+      { title: "World", author: "Alan" },
+    ]);
+  });
+
+  it("handles commas inside quoted fields", () => {
+    const csv = 'title,article\n"A, B, C","one, two, three"';
+    expect(parseCSV(csv)).toEqual([
+      { title: "A, B, C", article: "one, two, three" },
+    ]);
+  });
+
+  it("handles newlines inside quoted fields", () => {
+    const csv = 'title,article\n"Multi","line one\nline two"';
+    expect(parseCSV(csv)).toEqual([
+      { title: "Multi", article: "line one\nline two" },
+    ]);
+  });
+
+  it("unescapes doubled quotes inside quoted fields", () => {
+    const csv = 'title,article\n"Quote","she said ""hi"" loudly"';
+    expect(parseCSV(csv)).toEqual([
+      { title: "Quote", article: 'she said "hi" loudly' },
+    ]);
+  });
+
+  it("handles CRLF line endings", () => {
+    const csv = "title,author\r\nHello,Ada\r\nWorld,Alan\r\n";
+    expect(parseCSV(csv)).toEqual([
+      { title: "Hello", author: "Ada" },
+      { title: "World", author: "Alan" },
+    ]);
+  });
+
+  it("ignores blank lines and a trailing newline", () => {
+    const csv = "title,author\nHello,Ada\n\nWorld,Alan\n";
+    expect(parseCSV(csv)).toEqual([
+      { title: "Hello", author: "Ada" },
+      { title: "World", author: "Alan" },
+    ]);
+  });
+
+  it("fills missing trailing columns with empty strings", () => {
+    const csv = "title,author,section\nHello,Ada";
+    expect(parseCSV(csv)).toEqual([
+      { title: "Hello", author: "Ada", section: "" },
+    ]);
+  });
+
+  it("returns an empty array for empty input", () => {
+    expect(parseCSV("")).toEqual([]);
+  });
+});
+
+describe("dropEmptyRows", () => {
+  it("drops rows with any empty or whitespace-only column", () => {
+    const rows = [
+      { title: "Keep", author: "Ada" },
+      { title: "Drop", author: "" },
+      { title: "Drop", author: "   " },
+    ];
+    expect(dropEmptyRows(rows)).toEqual([{ title: "Keep", author: "Ada" }]);
+  });
+});